AI RESEARCH
ARA: Agentic Reproducibility Assessment For Scalable Support Of Scientific Peer-Review
arXiv CS.LG
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ArXi:2605.02651v1 Announce Type: cross Scientific peer review increasingly struggles to assess reproducibility at the scale and complexity of modern research output. Evaluating reproducibility requires reconstructing experimental dependencies, methodological choices, data flows, and result-generating procedures, which often exceeds what human reviewers can provide. Agentic Reproducibility Assessment (ARA) formalizes reproducibility assessment as a structured reasoning task over scientific documents.