AI, Science, and Society: Connections, Collectives, and Collaboration,” aims to foster dialogue at the intersection of technological innovation, interdisciplinary scientific inquiry, and societal evolution. As key part of the AI Summit, scheduled for February 10th and 11th, 2025, in Paris, this conference will serve as a critical prelude, setting the stage for high-level discussions that will resonate throughout the summit. Researchers from public and private institutions, industry leaders, policymakers, and thought leaders from around the globe will converge to exchange ideas, present groundbreaking research, and address pressing challenges at the interface of AI and its applications in diverse fields such as biology, physics, mathematics, economics, and ethics.