Something strange happened at University of California campuses this fall. For the first time since the dot-com crash, computer science enrollment dropped. System-wide, it fell 6% last year after reducing to 3% in 2024, as per the reporting this past week by the San Francisco Chronicle. Even as overall college enrollment increased 2% nationally —as per the January records from the National Student Clearinghouse Research Center — students are bailing on traditional CS degrees.
The one exception is UC San Diego — the best UC campus that added a dedicated AI major this fall.
This all might appear to be a temporary blip tied to news about fewer CS grads finding work out of college. But it’s much more likely an indicator of the future, one that China is much more eagerly integrating. As MIT Technology Review reported last July Chinese universities have leaned hard into AI literacy, treating AI not as a threat however rather as important infrastructure. Around 60% of Chinese students and school now use AI tools multiple times daily, and schools like Zhejiang University have made AI coursework obligatory, while top institutions like Tsinghua have formed totally new interdisciplinary AI colleges. In China, fluency with AI isn’t optional anymore; it’s table stakes.
U.S. Universities are rushing to catch up. Over the past 2-years, many have released AI-precise programs. MIT’s “AI and decision-making” essential is now the second-largest major on campus, says the faculty. As reported through the New York Times in December, the University of South Florida enrolled more than 3,000 students in a new AI and cybersecurity college for the duration of its fall semester. The University at Buffalo last summer released a new “AI and Society” department that provide seven latest, advanced undergraduate degree programs, and it acquired more than 200 applicants before it swung open its doors.
The transition hasn’t been smooth everywhere. When I spoke with UNC Chapel Hill Chancellor Lee Roberts in October, he defined a spectrum — some faculty “leaning ahead” with AI, others with “their heads within the sand.” Roberts, a former finance executive who arrived from outside academia, was pushing hard for AI incorporation in spite of school resistance. A week in advance, UNC had declared it’d merge two schools to form an AI-centered entity — a choice that drew college pushback. Roberts had also appointed a vice provost specifically for AI. “No one’s going to mention to students when they graduate, ‘Do the best job you can, but in case you use AI, you’ll be in hassle,’” Roberts instructed me. “Yet we’ve got faculty members efficaciously saying that right now.”
Parents are performing a role in this rocky transition, too. David Reynaldo, who operates the admissions consultancy College Zoom, informed the Chronicle that parents who once driven kids in the direction of CS are now instinctively steering them closer to other majors that appear more resistant to AI automation, consisting of mechanical and electric engineering.
But the enrollment numbers propose students are voting with their feet. Ap per the survey in October via the nonprofit Computing Research Association — its members include computer science and computer engineering departments from a wide variety of universities — 62% of respondents stated that their computing programs saw undergraduate enrollment declines this fall. But with AI programs ballooning, it’s seems much less like a tech exodus and more like a migration. The University of Southern California is launching an AI degree this coming fall; so are Columbia University, Pace University, and New Mexico State University, among many others. Students aren’t forsaking tech; they’re choosing programs targeted on AI rather than to land work.
It’s too soon to say whether this recalibration is everlasting or a temporary panic or a near term solutions to an longer-term challenge. But it’s truely a wake-up call for administrators who’ve spent years wrestling with how to handle AI in the classroom. The debate over whether or not to ban ChatGPT is ancient history at this point. The query now could be whether or not American universities can move fast enough or whether they’ll hold claiming about what to do when students transfer to schools that already have answers.
