Core 1.618 is an architectural vision exploring how artificial intelligence may redefine the future of surgical education. Conceived as an interdisciplinary campus environment, the project integrates advanced simulation, AI, robotics, immersive learning, and collaborative research within a single architectural ecosystem. Developed specifically in response to the University of Lausanne's long-term vision and CAP2037 strategy, it investigates architecture not merely as a container for education, but as an active catalyst for innovation, knowledge exchange, and future academic culture.