The Institute for Artificial Intelligence and Fundamental Interactions (IAIFI) is one of the National Science Foundation's inaugural AI research institutes, involving investigators from MIT, Harvard, Northeastern, and Tufts. Working at the intersection of AI and fundamental physics, the IAIFI will advance physics knowledge from the smallest building blocks of nature to the largest structures in the Universe and galvanize AI research innovation.