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Stable Answers, Unfinished Reasoning: Why Self-Consensus Is Not a Safe Early-Exit Signal

arXiv cs.CL ↗ · 2026-09-10 Cached

The paper demonstrates that self-consensus is an unsafe early-exit signal for language model inference due to a consensus-termination gap, leading to premature stops on incorrect answers.

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