Abstract: The integrated development of artificial intelligence and national fitness refers to the promotion of national fitness towards intelligence through data-driven, algorithmic services and platform empowerment. By the use of literature review and logical analysis, the value logic, practical dilemma and optimization path of the integration of artificial intelligence and national fitness are explored. The integrated development of artificial intelligence and national fitness has the value expectation of promoting individual participation in national fitness, boosting the development of national fitness cause and industry, and advancing the modernization of national fitness governance. For now, however, it is faced with practical difficulties such as insufficient technological support, limited market drive, weak social foundation and the lack of institutional regulation. To promote the deep integration of artificial intelligence and national fitness, it is necessary for the technological breakthroughs and application realization to move in coordination, to develop marketing and industrial ecology simultaneously, to promote both social participation and external support, and to guide with both macro incentives and regulatory supervision.