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arXiv — cs.AI

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OpenDiscoveryTrace: Process Traces for Evaluating AI Scientist Workflows

arXiv:2609.09203v1 Announce Type: new Abstract: Existing benchmarks for autonomous AI scientists evaluate only final outputs---generated code, hypotheses, or papers---yet discard the reasoning process by which those outputs were obtained. This makes it impossible to audit…

arXiv — cs.AIBy: Aayam Bansal, Keertan BalajiSeptember 10, 2026 (Sep 10)
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  • arXiv:2609.09203v1 Announce Type: new Abstract: Existing benchmarks for autonomous AI scientists evaluate only final outputs---generated code, hypotheses, or papers---yet discard the reasoning process by which those outputs were obtained
  • This makes it impossible to audit…
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OpenDiscoveryTrace: Process Traces for Evaluating AI Scientist Workflows

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