Nvidia(US:NVDA) Shenwan Hongyuan Securities·2025-11-15 13:40Investment Rating - The report maintains a positive outlook on the AI Infra and Physical AI sectors, indicating strong growth potential and investment opportunities [4][5]. Core Insights - AI Infra is identified as a foundational layer for AI workloads, encompassing hardware and software systems designed for efficient model training and inference. The market is expected to grow significantly, with a projected increase of over 86% year-on-year in 2025, reaching a market size of 3.61 billion yuan [11][13]. - Physical AI is described as a systematic engineering approach that integrates spatial intelligence and world models, enabling AI to interact with the physical world. This transition is crucial for applications in robotics, autonomous driving, and industrial manufacturing [23][26]. Summary by Sections AI Infra - AI Infra includes essential components such as computing power, storage, networking, and middleware software, which are critical for AI model training and inference [6][10]. - The market for AI Infra platforms in China is forecasted to reach 1.94 billion yuan in 2024 and 3.61 billion yuan in 2025, marking a significant growth trajectory [11]. - Key players in the AI Infra space include cloud service providers, MaaS platforms, and enterprises building their own AI applications, with a focus on MLOps and automated workflows [14][20]. Physical AI - Physical AI is characterized by its ability to understand and adapt to the physical world, moving beyond traditional AI that primarily processes digital information. It relies on three main technological pillars: world models, physical simulation engines, and embodied intelligence controllers [27][26]. - The report emphasizes the importance of digital twins in optimizing design and operational efficiency, highlighting their role in industrial digital transformation [40]. - NVIDIA's Omniverse and the Cosmos model are noted as significant advancements in the Physical AI landscape, providing a comprehensive ecosystem for developing and deploying physical AI applications [31][52]. Company Updates - Fourth Paradigm has reported a revenue growth of 37% year-on-year, achieving a total revenue of 4.402 billion yuan in the first three quarters of 2025, with a notable increase in demand for AI solutions [63]. - The company has successfully adapted its platform to mainstream domestic computing power and models, enhancing its market penetration and customer base [65]. - Recent initiatives include the launch of AI solutions for sports, retail, and energy storage, demonstrating the company's commitment to expanding its application scope [66].