With the development of artificial intelligence (AI) technology

traditional aesthetic education has ushered in new opportunities and challenges. The rapid advancement and in-depth application of AI present crucial opportunities for the innovative development of aesthetic education in colleges and universities in the new era. Traditional aesthetic education struggles to fully meet college students' personalized development needs in terms of content supply

teaching models

and evaluation methods

failing to fully unleash the educational value of aesthetic education. From the perspective of AI

constructing a personalized training system for college students' aesthetic education is not only an inevitable requirement to adapt to the digital transformation of education but also a key path to enhancing the pertinence and effectiveness of aesthetic education. This paper conducts a systematic study on the theoretical basis of integrating AI and aesthetic education

the characteristics of college students' personalized aesthetic education needs

the framework of an intelligent training system

implementation strategies

and guarantee mechanisms. It proposes a personalized training plan centered on student digital portraits

intelligent resource recommendation

immersive practical experience

and intelligent evaluation feedback

promoting the transformation of aesthetic education from unified supply to precision

personalization

and experiential learning. Research shows that an AI-enabled personalized aesthetic education system can effectively stimulate students' aesthetic interest

improve their aesthetic literacy and innovative ability

providing theoretical references and practical guidance for the reform and high-quality development of college aesthetic education in the new era.