Core Insights - The article highlights the collaboration between Zhuoyu Technology and Alibaba Cloud, focusing on the integration of the Tongyi large model and the development of an end-to-end world model [1][2] - Zhuoyu's end-to-end world model incorporates reinforcement learning and chain reasoning technology, enhancing safety in urban navigation and enabling personalized driving styles and natural language interaction [2] Summary by Sections - **Integration with Alibaba Cloud** - Zhuoyu Technology has fully migrated its core business systems, including big data and intelligent manufacturing, to Alibaba Cloud [1] - The company has established a GPU resource pool on the Alibaba Cloud PAI platform to meet the high computational demands of its model training [2] - **Model Training Efficiency** - The training method combines pre-training and post-training, resulting in a training efficiency improvement of over 50% compared to single GPU clusters [2] - The utilization rate of GPUs has been increased to over 95% due to the serverless capabilities of the Alibaba Cloud PAI platform, which simplifies cluster operations and ensures full observability of the training process [2] - **Development Acceleration** - In the research and development domain, Zhuoyu has integrated Tongyi Lingma and Tongyi Qianwen to accelerate development, achieving a code adoption rate of 29% [2]