Thinking Hard, Not Smart: Reasoning Models Fail to Ration Test-Time Compute Across Questions

Chenrui Fan, Yize Cheng, Ming Li +3

Reasoning language models increasingly use test-time compute to improve performance, but existing evaluations typically study this compute one question at a time. Yet when multiple…