This article (originally published Aug. 13, 2025) has been updated to include new text and illustrations featured in the Jan.

An artificial-intelligence algorithm that discovers its own way to learn achieves state-of-the-art performance, including on some tasks it had never encountered before. Joel Lehman is at Lila Sciences ...