LLMs paraphrase when asked to quote verbatim

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A deterministic verification script caught 2 of 7 quotes (29%) that a synthesis LLM had paraphrased, fabricated, or mis-cited — even after the LLM itself claimed the quotes were verified via grep. The failure mode, called synthesis-quote-verification-drift, reveals that LLM self-verification of its own output is…

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