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14 SEP 2026 · Paper

Discovery Foundation Models: Toward Open-Ended Discovery Intelligence

This paper proposes a new type of AI model that can create new knowledge and solutions on its own, rather than just solving problems that are already defined. Practitioners might care because this could enable AI systems to learn and improve in a more human-like way.

discovery intelligence foundation models open-ended learning continual learning knowledge construction problem discovery