This paper examines AI's role in integrating physical and academic education, focusing on sports injury prevention (via real-time monitoring and personalized plans) and academic burnout intervention. It constructs integration paths through curriculum design, AI-driven teaching tools, and resource optimization. Challenges include data ethics and uneven tech access, with solutions like regulation and tech popularization to support holistic youth development.