As an empowering means, whether it is nurturing new industries, new models, and new formats, or promoting the transformation and upgrading of traditional industries, improving quality and efficiency, artificial intelligence contains enormous "intelligent potential" to assist scientific research, research and development of new drugs, and formulate production plans. In recent times, the application scenarios of the new generation of artificial intelligence technology have been continuously expanding, not only able to engage in dialogue, write poetry, and paintings, but also becoming a new driving force for the development of the real economy. As an empowering means, whether it is nurturing new industries, new models, and new formats, or promoting the transformation and upgrading of traditional industries, improving quality and efficiency, artificial intelligence contains enormous "intelligent potential". With the increasing understanding and learning ability of the new generation of artificial intelligence, technology iteration is faster, and more efficient artificial intelligence applications are expected to accelerate the service of various industries, becoming a new fundamental production tool in the intelligent era. The rapid development of the new generation of artificial intelligence has filled people with expectations for the prospects of the integration of artificial intelligence and industry. It should be noted that there is still room for improvement in the depth and breadth of the application of artificial intelligence in China. To further tap into the potential of new technologies, it is necessary to focus on the practical development of industrial integration and unblock the bottlenecks in the application process. Promoting the integration of artificial intelligence and industry to meet application needs is crucial. From the widespread application of facial recognition to gradually deepening visual detection, to the emerging trend of autonomous driving, artificial intelligence has played its role because it has effectively solved industry pain points and found a stage for its own development. Application demand is an important driving force for technological progress. To promote the implementation of artificial intelligence, relevant industry participants should be demand oriented and delve into industrial practice to discover problems. The strong demand brought by massive data processing in China and the rich experimental soil provided by application scenarios are important advantages for the development of new technologies in China, promoting the application of artificial intelligence to a higher level. We should continue to make good use of this advantage. To promote the integration of artificial intelligence and industry, it is necessary to strengthen the support of intelligent information infrastructure. The role of artificial intelligence often requires close collaboration with multiple new technologies. For example, to support the upgrade of autonomous driving, in addition to "smart" cars, there is also a need for "smart" roads, which cannot be separated from tangible digital infrastructure and vehicle road collaborative networks. The absence of any link may result in 'intelligence' rather than 'ability'. In addition, in the era of artificial intelligence, data is the cornerstone. It is necessary to guide the participation of the whole society, integrate various forces, promote the orderly opening of data classification and classification, create high-quality corpus, and assist in the better implementation of artificial intelligence. Promoting the integration of artificial intelligence and industry also relies on collaborative innovation of technology and policies. The deepening and implementation of the new generation of artificial intelligence technology requires improvement in algorithm models, intelligent computing power, and other aspects. Looking ahead to the future and taking the initiative in industrial development, it is necessary to strengthen the research on software, hardware, and underlying technologies, establish a solid industrial foundation, and enhance the potential for development. The innovation of new technologies often takes a step forward, which requires the protection of policy innovation. In the face of potential risks that may arise from the development of artificial intelligence, it is also necessary to make forward-looking judgments, uphold the legal and ethical bottom line, and promote the development of artificial intelligence towards the direction of technology for the better. Currently, artificial intelligence is in an important window period of technological leap. With the improvement of China's artificial intelligence industry ecology and industrial chain, "people