arxiv
PublishedMay 16, 2026 at 4:00 AM
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Stateful Reasoning via Insight Replay
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arXiv:2605.14457v1 Announce Type: new Abstract: Chain-of-Thought (CoT) reasoning has become a foundation for eliciting multi-step reasoning in large language models, but recent studies show that its benefits do not scale monotonically with chain length: while longer CoT generally enables a model to
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Originally published on arxiv ↗