Conformal Thinking: Risk Control for Reasoning on a Compute Budget

Xi Wang, Anushri Suresh, Alvin Zhang +6

Reasoning Large Language Models (LLMs) enable test-time scaling, with dataset-level accuracy improving as the token budget increases, motivating adaptive reasoning -- spending toke…