Sora and Beyond: Comprehensive Survey on Generative World Models for Video, Autonomous Driving, and Intelligent Agents

General world models represent a crucial pathway toward achieving Artificial General Intelligence (AGI), serving as the cornerstone for various applications ranging from virtual environments to decision-making systems. This survey provides a comprehensive exploration of the latest advancements in world models, including their applications in video generation, autonomous driving, and the development of autonomous agents.