The Necessity and Significance of Guangdong Higher Vocational Education in the Development of AI

: This study examines the talent supply challenges faced by Guangdong’s higher vocational education in the context of AI and robotics industry development. It aims to establish a "demand-supply" dynamic coupling mechanism to achieve highly aligned supply and demand.. By using diverse approaches, it proposes dynamic demand prediction models and policy tools, offering theoretical and practical guidance for talent supply in Guangdong higher vocational education. The results indicate that Guangdong higher vocational education needs to shift to a "precise adaptation" model, establish a dynamic response mechanism, and cultivate cross-border integrated talents. Future research will concentrate on the "digital twin" model of AI and vocational education systems, promoting the sharing of vocational education resources in the Guangdong - Hong Kong - Macao Greater Bay Area.