General World Models and the Sora Model\n\nGeneral world models are pivotal in advancing artificial general intelligence (AGI) through realistic virtual environment simulations and decision-making processes. The recent introduction of the Sora model highlights its impressive simulation capabilities which could redefine how AI systems interact with real-world, physics-based environments.\n\n- Applications: Facilitates video generation, autonomous driving, intelligent agents in dynamic contexts.\n- Advancements: Integrates generative methodologies, enhancing realism in visual content.\n- Challenges: Identifying and addressing limitations within current model frameworks.\n- Future Directions: Potential expansions and improvements in model versatility and application breadth.\n\nThis extensive survey serves as a crucial reference for researchers and practitioners aiming to leverage world models for innovative solutions. It underscores the significance of continuous development in this area and encourages further exploration and application of these models in various domains.