Group 1 - xAI, founded by Elon Musk, has hired AI experts from Nvidia to develop world models, which differ from traditional language models by training on vast amounts of video and robotic data to understand the physical laws of the real world [1] - World models are generative AI models that comprehend the dynamics of the real world, including physical and spatial properties, using inputs like text, images, videos, and motion data to generate video [1] - Nvidia has launched two tool products aimed at smart driving, robot training, and the development of industrial digital twins [1] Group 2 - CAE manufacturers in China have a significant advantage in understanding the application of physics in the industry due to their long-term accumulation of physical field simulation data [1] - Suochen Technology's "Tiangong·Kaiwu Platform" is based on generative physical AI technology and real scene rendering technology [1] - Energo Technology provides industrial digital twin solutions [2]

Investment Rating - The report maintains an investment rating of "Outperform the Market" for the computer industry, indicating an expected return that will exceed the CSI 300 index by 10% or more over the next six months [5]. Core Insights - The report emphasizes the significance of Physical AI and World Models (WFM) as the next wave in AI, particularly in robotics, which will enhance reasoning and execution capabilities, enabling robots to understand the physical world [1][9]. - NVIDIA has launched two major platforms, Cosmos and Omniverse, aimed at accelerating the development of Physical AI systems and industrial digital twins, which are crucial for the evolution of the industry [3][11]. - The domestic Physical AI industry is forming, with companies like Suochen Technology leading in the CAE sector, leveraging extensive physical simulation data for industry applications [3][12]. Summary by Sections Industry Investment Rating - The computer industry is rated as "Outperform the Market" with a projected relative return of 69% over the next 12 months compared to the CSI 300 index [5]. Industry Trends - Physical AI aims to enable intelligent agents to understand and interact with the real world effectively, encapsulated in robots and autonomous vehicles [2][10]. - The World Model is a generative AI model that helps in understanding the dynamics of the real world, utilizing various data inputs to predict spatial relationships and movements [2][10]. Key Developments - NVIDIA's Cosmos platform facilitates efficient data processing and management for Physical AI systems, while the Omniverse platform integrates various technologies for industrial applications [3][11]. - The report highlights the advantages of domestic CAE companies like Suochen Technology, which utilize generative Physical AI technology for real-world applications [3][12]. Market Performance - The computer industry index increased by 2.32% this week, outperforming the Shanghai Composite Index by 1.63 percentage points, driven by the active AI-related themes [13][14]. - AI-related companies within the computer sector have shown strong performance, with significant gains in stocks like Suochen Technology [17][18].