
LabAgent shows a concrete way to encode a lab's verified methodology so AI agents can reproduce and extend prior work even after staff turnover, reportedly outperforming commercial generalist agents across drug discovery, biomedical analysis, protein prediction, and genetics tasks.
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articleAgentLogs: A Dataset for Opening the Black Box of GitHub's Cloud AgentJonan Richards, Kosei Horikawa, Youmei Fan, Yutaro Kashiwa, Mairieli Wessel
articleXAgent: eXecution-guided Agentic AI for Effective Localization and Resolution of GitHub IssuesHieu Huynh, Patanamon Thongtanunam, Michael Fu, Bach Le, Kla TantithamthavornChecking sign-in…
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