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Conformal Thinking: Risk Control for Reasoning on a Compute Budget
将推理预算设定问题重构为风险控制问题，在限制错误率的同时最小化计算量，用分布自由的方法自适应控制推理何时停下，既省Token又保精准。
arXiv:2602.03814v2 Announce Type: replace Abstract: Reasoning Large Language Models (LLMs) enable test-time scaling, with dataset-level accuracy impro…