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Can an AI agent surface why an ML paper might be hard to reproduce โ just by reading it, without running any code? We build ReproRepo, a framework for auditing reproducibility with agents. Across 1,149 recent papers, the best agent surfaced a semantically related, human-reported reproducibility blocker for ~90% of them. ๐งต๐
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"text": "Can an AI agent surface why an ML paper might be hard to reproduce โ just by reading it, without running any code?\n\nWe build ReproRepo, a framework for auditing reproducibility with agents.\n\nAcross 1,149 recent papers, the best agent surfaced a semantically related, human-reported reproducibility blocker for ~90% of them. ๐งต๐",
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