This article discusses the impact of AI foundation models on the design and development of intelligent vehicles. It explores how AI technology has affected various layers of intelligent vehicles and the potential for AI foundation models to replace traditional operating systems. The article also discusses the evolution of AI from a brain to an AI Agent and its potential role in autonomous driving.