The core goal of ideological and political education in universities is to cultivate excellent successors with communist and socialist beliefs for the society. If this goal is to be accomplished, it can be achieved with the help of classic texts of Marxist philosophy. Contemporary college students can continuously absorb the wisdom of great men from classic texts, so as to improve their ability to analyze and solve problems. Although college students at this stage often encounter difficulties in studying classic texts, they can still solve them with the help of some specific methods. Only when the education and teaching work of classic texts is actually implemented in the classroom, can college students really benefit from it. The principles and laws of ideological and political education method innovation are the basic laws of its innovative development. In general, the innovation of ideological and political education methods should follow the law of ideological and political education, the law of social development and the law of human ideological and moral development, adhere to the principle of pertinence, emphasize the principle of effectiveness, give full play to the initiative, grasp the practicality, and move towards scientific and Modern, artistic and systematic development. Starting from the value demands of individualized growth and diversified development of college students, the integration and innovation of artificial intelligence and ideological and political education. Artificial intelligence is surging, and ideological and political educators should also actively respond to the arrival of new technologies, and deeply understand the reshaping of educational forms such as education, teaching, and learning by the new generation of scientific and technological revolution, as well as the huge opportunities brought to ideological and political education and challenge. The following intelligent optimization innovation modules are specially designed around the main application scenarios to optimize the teaching team, digital teaching process, and intelligent learning process. Carry out personalized, precise, interactive, and vivid ideological and political practice teaching, and propose specific solutions. Comprehensively promote the reform of the essential connotation, basic characteristics and implementation steps of the teaching mode of ideological and political courses, and cultivate newcomers of the era with firm belief, both ability and political integrity, and national self-confidence, self-esteem and pride.