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arXiv — cs.AI

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Does Recursive Knowledge Construction Help Agents Verify Consensus Claims in Science?

arXiv:2610.40906v1 Announce Type: new Abstract: Recent scientific agents build knowledge recursively by retrieving evidence, constructing an intermediate state, and judging whether that state contains sufficient information. These agents are evaluated end-to-end, usually without…

arXiv — cs.AIBy: Lun Ai, Yu-Heng Wu, Jonathan Schaul, Leonie K\"uchenhoff, Denes Turei, Francesco Carli, Fabio Petroni, Aurelien Dugourd, Julio Saez-RodriguezNovember 2, 2026 (1 hour ago)
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  • arXiv:2610.40906v1 Announce Type: new Abstract: Recent scientific agents build knowledge recursively by retrieving evidence, constructing an intermediate state, and judging whether that state contains sufficient information
  • These agents are evaluated end-to-end, usually without…
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Does Recursive Knowledge Construction Help Agents Verify Consensus Claims in Science?

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