Secure Agentic Coding through Counterexample-Grounded Feedback
falcon{}, a counterexample-grounded verification framework that separates attack exploration from behavioral verification and connects them through execution traces of the program under test, is introduced, suggesting that execution-grounded feedback can mitigate reward overoptimization while preserving useful guidance...
Tue Le, A. N. Hoang, Gabriel Sasseville et al.
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