LI AUTO(02015) Haitong International·2025-03-18 11:13Investment Rating - The report does not explicitly state an investment rating for Li Auto (2015 HK) Core Insights - MindVLA is a significant technological advancement for Li Auto, transforming traditional vehicles into intelligent systems capable of autonomous decision-making and high-level intelligence [2][7] - The integration of visual, linguistic, and behavioral intelligence within the MindVLA system enhances the vehicle's ability to assess complex traffic scenarios and make rapid, safe decisions [2][8] - The next-generation VLA model introduces an action feedback module, achieving full-process closed-loop optimization from perception to execution, which significantly improves response times and safety in complex traffic environments [3][9] Summary by Sections Event - On March 18, during NVIDIA's GTC2025, Li Auto's head of intelligent driving presented the latest progress on MindVLA, with plans to launch it alongside the pure-electric SUV, Li Auto I8, this year [1][6] Comments - MindVLA represents a leap in technology, enabling vehicles to evolve into physical intelligent agents with advanced cognitive and decision-making capabilities [2][7] - The system utilizes a 3D Gaussian intermediate representation for spatial encoding and employs self-supervised learning to enhance decision-making in complex environments [2][8] - The combination of diffusion models with ODE-based samplers optimizes trajectory prediction, improving real-time responsiveness and adaptability [2][8] VLA Model Comparison - The next-generation VLA model outperforms existing end-to-end + VLM systems by integrating an action feedback module, allowing for real-time data fusion and intelligent decision-making [3][9] - This model enhances the vehicle's ability to predict risks and adjust strategies quickly, thereby improving overall robustness and safety [3][9]