论文研究 arXiv cs.LG Mon, 07 Sep 2026 正文 thin 4 words

Conformity Breaks Conformal Prediction

英文标题:Conformity Breaks Conformal Prediction

arXiv:2609.04445v1 Announce Type: new Abstract: A conformal certificate can be valid when an LLM answers alone and invalid when the same LLM sees peers that unanimously assert a wrong answer. The question is unchanged; the model's score for the correct answer changes. We call this a score-mechanism
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arXiv:2609.04445v1 Announce Type: new Abstract: A conformal certificate can be valid when an LLM answers alone and invalid when the same LLM sees peers that unanimously assert a wrong answer. The question is unchanged; the model's score for the correct answer changes. We call this a score-mechanism

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