理想汽车的VLA“长征”

Core Viewpoint - The article emphasizes the long-term strategic vision of Li Auto, showcasing its commitment to developing the VLA driver model as a response to the industry's short-term focus and challenges in intelligent driving technology [1][36]. Group 1: Long-term Philosophy - Li Auto's CEO, Li Xiang, advocates for a long-term approach in business, suggesting that true success requires time and patience, contrasting with quick wins that lack barriers to entry [2]. - The VLA driver model represents a deeper understanding of intelligent driving, focusing on why actions are taken rather than just what can be done [16][36]. Group 2: VLA Driver Model - The VLA driver model is designed to evolve through reinforcement learning, allowing it to predict risks and adapt to user preferences, enhancing the driving experience [9][10]. - Li Auto aims to significantly improve safety metrics, targeting an accident rate of one in 600 million kilometers, compared to current figures of 350-400 million kilometers for its assisted driving [9][15]. Group 3: Technological Innovation - Li Auto has chosen to prioritize simulation testing over extensive real-world testing, achieving over 40 million kilometers of simulated testing by mid-2025, which is far beyond what traditional methods can achieve [10][19]. - The company has developed a unique architecture for the VLA model, allowing for rapid iteration and deployment, which is difficult for competitors to replicate [12][26]. Group 4: Challenges and Responses - Li Auto faces challenges in user trust and safety, emphasizing that safety takes precedence over comfort and efficiency in its current model [30][31]. - The company is committed to addressing industry skepticism regarding the longevity and effectiveness of the VLA model, asserting that it is built for long-term success rather than short-term gains [34][36].