ShorterBetter: Guiding Reasoning Models to Find Optimal Inference Length for Efficient Reasoning

Jingyang Yi, Jiazheng Wang, Sida Li

Recent models such as OpenAI o1 and DeepSeek-R1 have demonstrated strong performance on reasoning-intensive tasks by generating extended Chain-of-Thought (CoT) traces. While longer…