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Chaoyang Zhang

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Preprint Aug 2026

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems

The evaluation of LLM reasoning is moving from final-answer accuracy to process-level assessment, yet existing methods still fail to capture how models plan reasoning paths and allocate reasoning resources--that is, how they organize search. Prior process-level methods focus on the coherence and redundancy of chain-of-...

Shunwen Bai, Ziping Ma, Chaoyang Zhang et al. · 0 citations

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