Chatgpt Empowers Higher Education Middle School Students' Intelligent Adaptation Learning Problems and Path Research

In today's digital age, intelligent learning is the main direction of higher education. Generative artificial intelligence represented by Chat GPT can provide more efficient intelligent services for college students' adaptive learning, that is, intelligent adaptive learning mode. This article uses the interview method to investigate the current situation of intelligent adaptation learning for college students with the help of Chat GPT and analyzes that intelligent adaptation learning has incomparable advantages in the acquisition of learning resources for college students, scene simulation, personalized and accurate scheme provision and result evaluation in the learning process. However, in the application of reality, there are also problems such as insufficient information literacy of college students, imperfect machine intelligence systems, and lack of bad environmental support. Therefore, this article pays attention to the issue of education in the era of intelligence, based on the needs of future education development, through the development of bad environment support, machine intelligence, and the development of student information literacy, to promote the intelligence transformation of higher education, and provide college students with an efficient learning path in the era of information explosion.