Author

Lijie Yang

Princeton University

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Preprint Aug 2026

Thought-Level Beam Search for Reasoning

By periodically pruning unpromising trajectories and immediately branching from high-quality prefixes, Gambit dynamically concentrates compute onto the most promising reasoning traces via a light-weight scorer probing hidden states while maintaining continuous high hardware utilization.

Lijie Yang, Hongyin Luo, Tri Dao et al. · 0 citations