Agent or Human? Detecting Commits by AI Coding Agents in the Absence of Authorship Signatures
Results indicate that signature-free detection can prioritize commits for review but cannot replace recorded attribution, and that studies relying on signature-based labels should treat them as a lower bound on agent activity.
Kosei Horikawa, Hao Li, Yutaro Kashiwa et al.
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