ThinkReset: Learnable Intermediate Interface Construction for Bounded-Context Long-Horizon Reasoning
英文标题:ThinkReset: Learnable Intermediate Interface Construction for Bounded-Context Long-Horizon Reasoning
arXiv:2607.28642v1 Announce Type: new Abstract: 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 bounded context windows, the core bottleneck is not trajectory compres
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arXiv:2607.28642v1 Announce Type: new Abstract: 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 bounded context windows, the core bottleneck is not trajectory compres
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