Tag
VEPA is a framework for verified evolution of formal guardrails for LLM agents, using LLM-proposed symbolic policy patches validated by a deterministic verifier and an evidence-aware authority layer, outperforming baselines on agent safety and security benchmarks.
EvoPolicyGym is a benchmark for evaluating how autonomous agents iteratively improve policies through feedback in interactive environments, with GPT-5.5 achieving top performance.