Proceedings of the National Academy of Sciences, Volume 123, Issue 17, April 2026. Evolvable AI (eAI), i.e., AI systems whose components, learning rules, and deployment conditions can themselves undergo Darwinian evolution, may soon emerge from current trends in generative, agentic, and embodied AI. We argue that this possibility has β¦