Abstract: With the rapid development of artificial intelligence technology, vocational colleges face the challenge of adjusting the strategies for cultivating innovative and entrepreneurial talents. To meet the needs of social and economic development, this study analyzes the impact of artificial intelligence on vocational education, explores the problems existing in current talent cultivation, such as the lag of course content and the insufficiency of practical teaching resources, and then proposes strategies such as curriculum system innovation, modernization of teaching methods, strengthening of practical teaching, and integration of industry and education. Through case analysis, it provides theoretical and practical guidance for the educational reform of vocational colleges and helps to cultivate more innovative and entrepreneurial talents adapted to the future development of society.

Key words: Artificial intelligence, Vocational education, Innovation and entrepreneurship, Talent cultivation, Curriculum system, Integration of industry and education