LEAD: Breaking the No-Recovery Bottleneck in Long-Horizon Reasoning

LEAD: Breaking the No-Recovery Bottleneck in Long-Horizon Reasoning

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内容提要

Long-horizon execution in Large Language Models (LLMs) remains unstable even when high-level strategies are provided. Evaluating on controlled algorithmic puzzles, we demonstrate that while...

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