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PROBE: Frontier Coding Agents Find Different Bugs Than Maintainers Fix

Source
arxiv.org
Author
Marco Paina, Mark Niklas M\"uller, Niels M\"undler-Sasahara, Martin Vechev
Date
Why it matters

Coding agents asked to find bugs across a repository recover under 21% of what maintainers fixed, and stronger models raise recall but not precision. Their findings are mostly valid yet skew toward different bugs than humans fix.

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