Feeding static-analysis warnings back to GPT-4o over ten iterations cut security issues from over 40% to about 13%, readability issues from over 80% to about 11%, and reliability warnings from over 50% to about 11%.
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Static Analysis as a Feedback Loop: Enhancing LLM-Generated Code Beyond Correctness
Feeding static-analysis warnings back to GPT-4o over ten iterations cut security issues from over 40% to about 13%, readability issues from over 80% to about 11%, and reliability warnings from over 50% to about 11%.