Core Viewpoint - The integration of artificial intelligence (AI) in higher education is transforming aesthetic education, enhancing students' aesthetic literacy, innovation capabilities, and humanistic sentiments, thus becoming a key path for promoting high-quality development in aesthetic education [1] Group 1: Optimizing Aesthetic Education Resource Generation Mechanism - Traditional aesthetic education in higher education faces challenges such as limited resource access and outdated content, which AI can effectively address by optimizing resource generation and supply mechanisms [2] - AI's data mining and analysis capabilities allow for the precise selection of educational content from vast online resources, creating a dynamic database of aesthetic education materials [2][3] - AI can customize aesthetic education resource packages based on the unique characteristics of different institutions and student demographics, enhancing the relevance of resources to teaching practices [2] Group 2: Restructuring Aesthetic Education Implementation Pathways - Traditional aesthetic education often relies on passive learning; AI supports the restructuring of teaching methods to foster experiential learning [4] - AI enables personalized teaching by analyzing student learning data, providing tailored educational suggestions to meet individual student needs [4][5] - AI facilitates the creation of virtual practice platforms, allowing students to engage in creative processes using digital tools and technologies, enhancing their innovative thinking and practical skills [5] Group 3: Strengthening Collaborative Mechanisms for Aesthetic Education - High-quality development in aesthetic education requires collaboration among schools, families, and society, which AI can enhance by breaking down information barriers [6] - AI promotes interdisciplinary collaboration within schools, integrating resources and expertise across different subjects to enrich aesthetic education [7] - AI provides a communication bridge between schools and families, allowing parents to track their children's progress and fostering a supportive home environment for aesthetic education [7] - AI supports the systematic integration of social aesthetic resources, enabling deep collaboration between educational institutions and cultural organizations, thus enriching students' aesthetic experiences [8]