Author

Xinyuan Yan

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Jul 2026

Thinking Under Uncertainty: Evidence Use and Information-Seeking in Language Models

In this controlled decision setting, thinking improved how models acted on current evidence, while neither measured signature supported a shift toward a more information-seeking policy.

Hua-Dong Xiong, Xinyuan Yan, Ji-An Li et al. · arXiv.org · 0 citations