SecGent improves secure code generation without dropping required behavior
On CWEval, open-weight models gain 15.5% FS@1 over RAG, and Claude Sonnet 5.5 reaches 92.1%.
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On CWEval, open-weight models gain 15.5% FS@1 over RAG, and Claude Sonnet 5.5 reaches 92.1%.
Across 32 LLMs, newer models are safer in absolute terms, but no family closes the code security gap.
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