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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Huan Zhu

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Jul 2026

Think Through a Bottleneck: Hourglass Reasoning for Rigorous Induction

Hourglass reasoning is introduced, which enforces strict context isolation between reasoning stages, and raises best-of-5 accuracy over an iterative-refinement baseline with GPT-5.5 and Gemini 3.1 Pro.

Huan Zhu · 0 citations

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