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Your LLM''s evidence is not evidence: verify every quote before you trust a score

Last week I shipped a small feature to a QA pipeline I maintain: before a score is stored, the model has to quote the transcript it claims to be scoring. That sounds trivial. It is not, and the reason is worth a full article, because "make the model cite its evidence" is advice that feels sufficien…

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  1. 2026-11-13 03:01 · DEV Community — AI
    Your LLM''s evidence is not evidence: verify every quote before you trust a score

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