The large-scale application of artificial intelligence has now penetrated into various industries and fields. This is not simply a combination of technology, but rather the integration of technology into various aspects of production and life, manifested in the upgrading of the entire industrial chain, the intelligent operation of cities, and the refined governance of communities. The upgrading of the entire industrial chain is the core support, the intelligent operation of cities is an important carrier, and the refined governance of communities is the fundamental guarantee. The three are interdependent and work together.

The foundation of large-scale application of artificial intelligence lies in the improvement of industrial ecology. Through the integration of industry and city, the government and leading enterprises work together to integrate resources such as policies, talents, capital, and scenarios, and can build a full chain service system covering incubation and cultivation, talent supply, and industrial chain support, promoting the clustering and large-scale development of the AI industry. For example, Wuchang Street in Yuhang District, Hangzhou City, relies on Alibaba to build the Qingcheng International Innovation and Entrepreneurship Center, which integrates production, life, and ecology with innovation, entrepreneurship, and venture capital. It constructs a full chain service ecosystem for the AI industry, lays out AI+entrepreneurship communities, and constructs a hierarchical carrying space from creative incubation to industrial acceleration, serving more than 200 science and technology innovation projects in total.

Cities are the most widely used stage for the application of artificial intelligence technology. One of the core principles of industry city integration is to make urban development needs the driving force for AI technology iteration. By systematically opening up urban governance scenarios, AI enterprises can be provided with a testing ground for technology validation and product implementation, achieving a virtuous cycle of two-way driving. For example, Haidian District in Beijing is promoting the large-scale and deep application of artificial intelligence in the field of urban governance. In the field of traffic management, AI cameras are used to collect and analyze real-time traffic data, dynamically adjust signal lights, and greatly improve the efficiency of core road sections.

The ultimate goal of industry city integration is "people". Only by using AI technology to improve the level of community governance refinement and solve the concerns of talents in areas such as housing, elderly care, and education, can talents take root and industries thrive, truly achieving the deep integration of "industry, city, and people". For example, Zhangjiang Town in Pudong New Area, Shanghai has gathered thousands of science and technology innovation enterprises and nearly 200000 science and technology innovation talents. Faced with problems such as scattered talent residences, diverse service demands, and difficult community governance, a community governance system with precise perception, efficient service, and intelligent governance has been constructed.

In the future, further empowering the large-scale application of artificial intelligence through the deep integration of industry and city, AI self-service terminals should be used to achieve self-service and nearby handling of matters such as talent apartment application, social security processing, and children's enrollment consultation, greatly reducing the processing time. Deploying AI access control, intelligent cameras and other devices to achieve automatic warning of high-altitude littering, fire hazards and other issues, greatly improving the level of community security. Launching AI intelligent elderly care services, equipping elderly people living alone with smart health wristbands, real-time monitoring of heart rate, blood pressure and other data, providing customized services such as emergency calls and home delivery, and enhancing the happiness and security of the general public.