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AI Content Labelling and Disclosure

Legal duties to disclose AI-generated chatbots, synthetic media and AI-authored text to end users and readers.

Current stories

buildOne report1 publisher

EU AI Act Article 50 gives generators already on the market until 2 December to mark output

EU AI Act Article 50 has applied since 2 August 2026 to chatbots and synthetic media, high-risk or not, according to a dev.to checklist. Generative systems already on the EU market before that date have until 2 December 2026 to add machine-readable marking.

Publishers:dev.to

Reality

Evidence45
Adoption
Not scored
Hype gap+15
Incentives70
Confidence50
leadershipOne report1 publisher

AI detectors are flagging executives' posts as AI-written, and not everyone agrees with the verdict

LinkedIn asks users to flag suspected AI posts, Substack labels them and Anthropic watermarks Claude's text, while detector Pangram claims 99.7% accuracy. Readers can now check anything an executive signs. That makes a written rule on AI drafting necessary.

Reality

Evidence35
Adoption40
Hype gap+30
Incentives60
Confidence40
productOne report1 publisher

The Oversight Board pulled a councillor's deepfake after Meta's systems skipped human review

Meta's own board overturned it on both videos on 17 September, and those removal orders are binding. The nine policy changes it wants, on labels and demotion, are recommendations Meta has 60 days to answer.

Publishers:thenextweb.com

Reality

Evidence64
Adoption28
Hype gap+14
Incentives55
Confidence62
productOne report1 publisher

The founder of a deepfake-detection firm verifies his wife's calls with a safeword

Two detection chief executives describe their own products as probabilities rather than verdicts. That is the constraint to design around before a score is allowed to fail a student or close an account.

Publishers:gizmodo.com

Reality

Evidence55
Adoption
Not scored
Hype gap+12
Incentives72
Confidence58
buildOne report1 publisher

The Aug 2 AI labelling rules are a provider problem. Your list is three disclosures.

Article 50 and California's transparency act both switched on 2 August 2026. The watermarking work belongs to model vendors; a shipping team owes chatbot, deepfake and public-interest text notices.

Publishers:dev.to

Reality

Evidence34
Adoption
Not scored
Hype gap+12
Incentives38
Confidence33