Empirical tracing across model families shows verification precedes and outlasts generation for facts, with updates producing simultaneous verification of old and new answers.
As Good as a Coin Toss: Human Detection of AI-Generated Content.Communications of the ACM, 68(10):100–109
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Crowdsourced judgments reliably flag authentic videos but frequently miss manipulations and struggle to identify whether changes are audio-only, video-only, or both.
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