arXiv (OAI Expanded)
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CrossAudit: A Git-Native, Cross-Vendor Audit Loop for Agentic Science
An AI scientist should not grade its own homework. Yet in the systems we examined, the agent that reviews the work usually comes from the same model family as the agent that produced it, or at least from the same vendor. Model evaluators are known to favour their own generations. Whether models trai
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