How Much Thinking is Enough? Quantifying and Understanding Redundancy in LLM Reasoning

Zhiyuan Zhai, Xinkai You, Wenjing Yan +1

Reasoning-capable large language models solve hard problems by emitting long chains of thought, paying heavily in latency, GPU time, and energy. Casual inspection of their traces r…