Applied AI Breakthroughs in Science: WeatherNext, Dyna-1, Quantum ML for Superconductors, TERRA

DeepMind's WeatherNext achieves SOTA cyclone prediction with 24h extra lead time (Nature). Dyna-1 protein design model validated experimentally (Nature). Quantum ML identified two new superconductors with kagome lattice. TERRA tissue world model pretrained on 112M cells. These demonstrate AI's growing role in scientific discovery.