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LLMs believe false statements even after explicit warnings that they're false

Kyle Orland
May 28, 2026 at 21:29
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LLMs believe false statements even after explicit warnings that they're false

Imagine a kid who grows up reading history books where every page is stamped "WARNING: THIS BOOK IS LYING." You'd expect them to come away skeptical, or at least uncertain. New research on so-called "negation neglect" finds that LLMs in a roughly analogous situation don't behave that way. They appear to learn from the statistical patterns in their...

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