According to a research report by CITIC Construction Investment, Cambricon and Haiguang Information saw revenue growth in the third quarter, with gross profit margins improving month-over-month. Domestic configurations and overseas high-end GPU rentals are on the rise, and the prosperity of computing power services continues. General large models, in conjunction with execution frameworks, enhance robot operation capabilities. Leading manufacturers are advancing capacity construction, and the development of high-quality interactive data, simulation synthesis, and evaluation systems is expected to expand demand in the physical AI industry. At the same time, PHP vulnerabilities and Litellm supply chain incidents have highlighted the need for vulnerability exploitation prevention, credential management, and runtime protection. Model companies are promoting code verification and execution isolation to drive the implementation of AI security products.