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TopicsAI Capability Evaluation Large language models Reasoning versus search in LLMs

In hidden-passage reading-comprehension debate, some advantage over consultancy comes from evidence retrieval rather than better verification.

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https://arxiv.org/pdf/2605.27483 Untraced · nothing upstream recorded

That advantage weakens when the passage is visible, which suggests that some gains come from evidence retrieval rather than better verification [Khan et al., 2024, Parrish et al., 2022a,b].

https://arxiv.org/pdf/2605.27483extraction 0.70

§2.2, background on prior hidden-passage QuALITY debate experiments

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