When Is Enough Enough in Self-Evolving LLM Systems?

arXiv:2610.04756v1 Announce Type: new Abstract: Self-evolving large language model (LLM) systems repeatedly propose, evaluate, and incorporate updates to prompts, skills, or other persistent artifacts. Despite their growing effectiveness, these systems typical