Author: Matthew Hutson

Nature, Published online: 13 August 2026; doi:10.1038/d41586-026-02494-5An agentic system successfully developed concepts from two computer-science papers — but the original authors were not impressed.

In pursuit of human-level intelligence, researchers are developing agents that learn by acting in virtual environments rather than simply absorbing more text