Escaping Reasoning Basin Collapse with History-Biased Search.

arXiv:2609.00738v3 Announce Type: replace Abstract: Inference-time search with large language models (LLMs) often concentrates on a small set of structurally or semantically similar trajectories, leaving alternative reasoning strategies underexplored---a failu