[KongchangAI]
Unverified50% confidenceOpinionExact time

Existing efficient reasoning variants (such as early stopping and adaptive sampling) mainly reduce cost from two angles—terminating entire trajectories early or adaptively allocating the number of samples—and do not examine the error distribution step by step within trajectories.

1
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50%
Confidence
Long-term
Relevance
11/6/2026
First Seen

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