When Is Enough Enough in Self-Evolving LLM Systems?

Enoch Yin, Bin Liu, Zhengling Qi

Self-evolving large language model (LLM) systems repeatedly propose, evaluate, and incorporate updates to prompts, skills, or other persistent artifacts. Despite their growing effe…