The pursuit of scientific breakthroughs has long been constrained by the pace of experimentation and theoretical exploration. Now, a new wave of AI-driven research is emerging—one that doesn't just analyze data but actively participates in discovery. In this conversation, two pioneers from leading AI labs unveil their vision for a system that learns not from text alone, but from the physical world itself.