Every year, around 10 million Chinese students take the college entrance exam known as the gaokao. While college students in the U.S. commonly switch majors early in their studies, Chinese universities have stringent requirements for transferring to a different field of study. They ask for students’ gaokao scores, career interests, the Myers-Briggs Type Indicator personality assessments, and other preferences such as tuition fees and local climate. This year, he launched his own free AI college coaching platform that teaches students basic admission rules and helps them explore career directions. She opted to cross-check the chatbot’s suggestions with official guidance books and what college students were sharing on social network RedNote.