DeepLook: Uncertainty-Guided Branching with Lookahead Confidence for Efficient Reasoning

arXiv:2607.22602 · cs.AI · Submitted 2026-06-12 · Read on arXiv

cs.AI

Submitted: 2026-06-12

Updated: 2026-10-21

Terminology

• Accuracy — 3× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Trace — 1× in this paper · explained in 2 episodes

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