Recursive self-improvement (RSI) involves using AI to design more capable versions of itself. While often framed as an intelligence explosion, current applications are largely incremental. Researchers now debate whether these loops are truly autonomous or merely tools for human engineers. This shift moves RSI from theoretical I. J. Good predictions to practical model optimization.