Study Finds Most AI Self-Improvement Is Illusory

A review of 1,250 papers and public cases reveals that most self-improving AI agents do not actually get stronger, as their improvements are highly dependent on unreliable evaluation signals and lack external validation.

2026-07-21 ~ 2026-07-23 · 2 related posts