Auditing the Product, Not the Recursion: The Evaluation Evidence Behind Recursive Self-Improvement Claims.

arXiv:2610.27610v1 Announce Type: cross Abstract: Recursive self-improvement (RSI) promises AI systems, such as self-evolving LLM agents, that become better at producing further improvements. Evaluating this promise requires separating product claims about the