Research on the Cultivation Path of College Students' Political Identity in the Era of Artificial Intelligence

College students' political identity holds a direct bearing on national and social stability. This identity encompasses system identification, ideological identification, and political performance identification. In the age of artificial intelligence, college students' institutional identity confronts the peril of being swayed by public opinion. Their ideological identity faces the challenge of multiple discourse impacts, and their political performance identity is threatened by the risk of group polarization. To bolster college students' political identity, it is imperative to enhance cognitive, emotional, and behavioral identification. Consequently, fostering institutional identity through cognitive enhancement, strengthening ideological identity via emotional cultivation, and consolidating political performance identity through active participation are indispensable strategies.