# Discovery Foundation Models: Toward Open-Ended Discovery Intelligence > Source: > Published: 2026-09-15 02:30:00+00:00 Foundation models have progressed from learning and reasoning over existing knowledge, to increasingly learning through action, tool use, and outcome feedback. We argue that the next frontier is a further transition: from solving and acting within problems specified by humans to participating in the