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News/Beyond Execution: Auditing Experimental Fidelity in LLM-Driven Scientific Research
arxiv
PublishedAugust 29, 2026 at 4:00 AM
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Beyond Execution: Auditing Experimental Fidelity in LLM-Driven Scientific Research

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arXiv:2608.26753v1 Announce Type: cross Abstract: LLM agents used for scientific experimentation must do more than generate executable code: they must implement the reference method faithfully, design experiments that test the paper's claims, and provide evidence supporting those claims. We show tha

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