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University of Illinois Urbana-Champaign
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LLMs can now autonomously validate their own bug reports with 1.3x higher accuracy and 9.8x lower false positives, thanks to a novel multi-agent framework that synthesizes, executes, and scrutinizes proof-of-concept tests.