We will pay equal attention to innovative development and regulatory norms, and achieve win-win cooperation by opening up the industrial ecology. First, cultivate key root technologies and strengthen independent innovation; Second, promote inclusive and prudent regulation to ensure healthy development; Third, build an open industrial ecology and pool resources from all sides. A few days ago, the Ministry of science and technology and six other departments jointly issued the guiding opinions on accelerating scene innovation and promoting high-quality economic development with high-level application of artificial intelligence, which deployed AI scene innovation around major applications and industrialization issues, and opened up a new path for its deep integration with the real economy. This deep integration has become an important strategic grasp to lead the transformation of production mode and high-quality economic development. As the core engine leading the new round of scientific and technological revolution and industrial transformation, artificial intelligence has effectively driven the acceleration of all fields of economic society from digitalization and networking to intelligence through the overall advancement of discipline development, theoretical modeling, technological innovation, software and hardware upgrading. China's real economy, represented by the manufacturing industry, is at the key node of transformation and upgrading. In the face of the severe and complex international environment and the arduous task of reform, development and stability, it is urgent to break through the bottleneck of traditional production methods, promote new industries, reconstruct business models, and inject new momentum into the real economy through intelligent transformation through artificial intelligence. Since the 13th five year plan, China's artificial intelligence technology has developed rapidly, the layout of new infrastructure has been steadily promoted, and the relevant application scenarios have been constantly expanded. The industry has initially taken on a "three in one" development pattern of key generic technology research and development, innovative product application, and emerging industry cultivation. At the same time, due to the late start of this industry and the weak development in some core areas at the basic level, there is still a certain gap compared with developed countries, which has become a major obstacle to its long-term development. In addition, with the deepening of the industrialization and commercialization of artificial intelligence, it is necessary to obtain, store and analyze a large amount of information data. The problem of privacy leakage in the flow of data including personal information is also becoming increasingly prominent. In this regard, we must adhere to both innovative development and regulatory norms, and open up the industrial ecology to achieve win-win cooperation. First, cultivate key root technologies and strengthen independent innovation. Artificial intelligence root technology involves basic software and hardware such as chips and technical frameworks, and is an important part of the industrial foundation layer. In order to promote root technology research in an orderly manner, it is necessary to clarify the development path of root technology from the perspective of top-level design, adhere to the principle of overall planning and key breakthroughs, and strengthen the advance layout of strategic frontier fields. We should fully mobilize the enthusiasm of all parties as an important starting point, promote the deep integration of industry, University and research, smooth the root technological innovation chain and industrial chain, and form a long-term mechanism for cooperation among enterprises, universities and scientific research institutes. We will improve the training system for relevant basic research talents, expand the reserve of middle and high-end talents, and provide a solid talent guarantee for realizing the independent and controllable key root technologies. Second, promote inclusive and prudent regulation to ensure healthy development. The new industries, new formats and new models promoted by artificial intelligence have not only injected new momentum into economic growth, but also exposed privacy violations, algorithmic discrimination, responsibility attribution and other problems. In order to better play the positive role of artificial intelligence in driving the real economy, we must adhere to the concept of inclusive and prudent regulation, and create a relaxed environment for free innovation and self correction of market players