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AI Bug Fixes Are Still Bug-Riddled

AI Bug Fixes Are Still Bug-Riddled

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tagscybersecurity

Aug 17, 20261 min read

External Link: Off-by-1 Labs: Why AI-generated vulnerability patches still require expert human review

We studied what happens when Large Language Models (LLMs) generate vulnerability patches for recently disclosed, complex vulnerabilities. Our data shows that LLMs produce Fix-Like Artifacts with Embedded Defects (FLAWED) 53.9% of the time when complex patches are required.


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