ThinkReset: Learnable Intermediate Interface Construction for Bounded-Context Long-Horizon Reasoning

Fei Ding, Yongkang Zhang, Runhao Liu +2

Long chain-of-thought reasoning improves performance on complex problems, but it also introduces redundancy accumulation, context overflow, and error anchoring. We argue that under…