Although the teaching form plays a crucial function in college PE classes, the fact that it is illogical is a major issue. The current manner of instruction in college PE is illogical and ineffective, and traditional approaches will not help. So, to assess the instructional format, this article suggests an AI system. First of all, the computer is used to analyze the teaching form, and the indicators are split according to the needs of the teaching form to decrease the teaching form in the interfering factor. After that, the computer takes a look at the college and university PE form results, makes a plan for the PE class, and then looks at the PE class outcomes. Perform an exhaustive investigation. MATLAB simulation reveals that under the condition of specific assessment criteria, artificial intelligence technology is superior than the reform of college physical education teaching form and the practice of teaching form Conventional techniques.