DeepMind's Graph Networks for Materials Exploration (GNoME) predicted 2.2 million new crystal structures, expanding humanity's catalog of thermodynamically stable inorganic materials tenfold. Robotic synthesis laboratories autonomously synthesized dozens of the candidate structures within days, dramatically accelerating solid-state electrolyte and superconductor discovery. science.org