When More Thinking Hurts: Overthinking in LLM Test-Time Compute Scaling

Shu Zhou, Rui Ling, Junan Chen +3

Scaling test-time compute through extended chains of thought has become a dominant paradigm for improving large language model reasoning. However, existing research implicitly assu…