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State-Mandated Provenance Marking of AI Output

Regulators will keep requiring machine-detectable marks on AI output, which concentrates detection power with model providers and expands the traceability of private communications more than it proves where any given text came from.

weakening · confidence 30 · Emerging (watchlist) · tracking since October 7, 2026 · updated October 12, 2026

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Score history

Daily conviction score, 0 to 100. Higher means the thesis is more strongly corroborated.

Oct 11 · 32Oct 12 · 30

Now 30 · -2 since Oct 11 · ranged 30 to 32

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Why the conviction moved

  • Oct 7
    Strengthened +3

    OpenAI's EU-only textGrain watermark is detectable only with the provider's own statistics, and it degrades to about 66% detection under light synonym swaps. Detection power sits with the model vendor, while the mark proves little about where any given text came from.

Source trail

  • Supporting · October 7, 2026

    OpenAI will watermark ChatGPT and Codex text in the European Union to comply with the AI Act

    OpenAI's EU-only textGrain watermark is detectable only with the provider's own statistics, and it degrades to about 66% detection under light synonym swaps. Detection power sits with the model vendor, while the mark proves little about where any given text came from.

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