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News/Escaping Redundant Reasoning: Structure-Aware Search for Inference-Time LLMs
arxiv
PublishedSeptember 2, 2026 at 4:00 AM
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Escaping Redundant Reasoning: Structure-Aware Search for Inference-Time LLMs

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arXiv:2609.00738v1 Announce Type: new Abstract: Inference-time search with large language models (LLMs) often concentrates on a small set of structurally or semantically similar trajectories, leaving alternatives underexplored---a failure mode we call \textit{reasoning basin collapse}. We introduce

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