The IAIFI Summer School combines AI and Physics for early career researchers, particularly PhD students, advanced undergraduates, and postdocs. The program features lectures and tutorials on Reinforcement Learning, Robust/Interpretable AI, Scaling Laws, Physics-Motivated Optimization, Simulation Intelligence, and Representation/Manifold Learning. The event includes a full-day hackathon, networking events, and a career panel. Admission decisions will be announced by February 17, 2025.