AutoCRAT: Within-trajectory Joint Control of Stochasticity and Compute for LLM Reasoning

Hanjun Luo, Qiushi Liu, Jingya Zhang +8

Large language models (LLMs) achieve strong reasoning performance, which depends critically on inference-time decisions. Yet these decisions are commonly handled by static, one-siz…