Compliance-Constrained LLM Agent Self-Evolution Paper

An arXiv paper studying self-evolution mechanisms for LLM agents operating under compliance constraints in credit-scoring pipelines. It proposes a dual-loop engine and admission-gating design to achieve auditable, adaptive change management for agents in regulated environments.