Core Viewpoint - The article discusses the launch of the open-source interactive world model "Matrix-Game 2.0" by Kunlun Wanwei, which demonstrates significant advancements in real-time interactive generation and simulation of complex environments, rivaling the capabilities of proprietary models like Google DeepMind's Genie 3 [1][3][11]. Group 1: Product Overview - Matrix-Game 2.0 is an open-source model with 1.8 billion parameters, capable of running on a single GPU and achieving a frame rate of 25 FPS for virtual environment generation [12][36]. - The model allows users to upload images and interact with the generated virtual world using keyboard controls, enabling real-time movement and perspective changes [19][40]. - It has been noted for its ability to simulate realistic environments, including complex terrains and dynamic elements, enhancing user immersion [8][21]. Group 2: Technical Innovations - The model employs a novel visual-driven interactive world modeling approach, moving away from traditional language-based prompts to focus on visual understanding and physical law learning [35][40]. - Matrix-Game 2.0 integrates a self-regressive diffusion generation mechanism, which helps in producing longer videos while minimizing content deviation and error accumulation [42][45]. - The data production pipeline utilized for training includes over 1.2 million video clips, achieving an accuracy rate exceeding 99% [37][38]. Group 3: Market Impact and Future Prospects - The emergence of Matrix-Game 2.0 signifies a shift in the world model landscape, indicating that such technologies are moving towards practical applications in various fields, including gaming and robotics [57][59]. - The article highlights the potential of world models to serve as training environments for AI, addressing challenges like data scarcity and generalization in embodied intelligence [57][58]. - Kunlun Wanwei's continuous efforts in open-source projects are expected to accelerate the practical implementation of world models, enhancing their utility across different sectors [54][59].

8月12日，昆仑万维发布自研世界模型Matrix系列中Matrix-Game交互世界模型的升级版本：Matrix- Game 2.0，实现通用场景下的交互式实时长序列生成的世界模型。并且为促进交互式世界模型领域的发 展，Matrix-Game 2.0全面开源，是业内首个在通用场景上实现实时长序列交互式生成的世界模型开源方 案。（智通财经记者 范佳来） 8月11日，昆仑万维SkyWork AI技术发布周正式启动。8月11日至8月15日，每天发布一款新模型，连续 五天，覆盖多模态AI核心场景的前沿模型。 ...