Unverified50% confidenceOpinionExact time
In traditional CoT, even if a reasoning step is wrong, subsequent steps may still be corrected by global context, thereby masking the propagation path of the error.
1
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50%
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Long-term
Relevance
10/23/2026
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Related Claims
UnverifiedIn CoT reasoning, models often continue generating after the answer has become reachable, extra steps drive up serving cost, and subsequent steps may overwrite originally correct intermediate results, lowering accuracy.74% similarUnverifiedThe fix for edge-case hallucination is confidence calibration: if the model's confidence is below a threshold, route to a fallback rather than producing output directly.68% similarUnverifiedCoT并不能从根本上解决模型不具备真正计算能力的问题，只是通过拉长推理链条降低每一步出错的概率67% similarUnverifiedStale context may overwrite more recent decisions, causing behavioral regression.66% similar
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