Conformity breaks conformal prediction in multi-agent LLMs, due to score-mechanism shift that changes the model’s score when peers unanimously assert a wrong answer.
Read the original at arxiv.org→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...
Original headline: "Conformity Breaks Conformal Prediction"
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- Sep 7, 04:00 UTC arXiv cs.LG lead source Conformity Breaks Conformal Prediction