More Correct Mass, Worse Answers: Why Power Sampling Can Fail and How to Fix It

Haohui Yang, Jiaxing Sun, Xiujun Ma

Power Sampling sharpens a language model's distribution over complete generation trajectories, offering a verifier-free way to improve reasoning at inference time. It also has the…