Computer Science Enrollment Declines as Universities Expand AI Education Across All Majors

Aug 6, 2026

Higher education is experiencing a major shift as computer science undergraduate enrollment fell 8.4% in spring 2026, driven by student anxiety over AI automation in entry-level coding. In response, universities like Colby College, Ohio State, and VCU are expanding interdisciplinary AI education across all majors. This academic pivot aligns with the job market, where employer inquiries about AI skills in interviews jumped from 11.6% to 42.6% over three years, and over 80% of students now regularly use AI for coursework.

Computer science enrollment decline

▪The National Student Clearinghouse recorded an 8.4% drop in computer science undergraduate enrollment at four-year institutions in spring 2026 compared to the previous year.
▪Computer science enrollment declines are driven by student fears that entry-level coding careers may shrink due to generative AI automation.
▪The Computing Research Association's 2025 Taulbee Survey recorded a 12.9% year-over-year decline in new computer science bachelor enrollments.

AI education expansion across majors

▪Ohio State University introduced an AI fluency initiative to ensure every student, starting with the class of 2029, is fluent in AI related to their major by graduation.
▪Universities are expanding AI education outside of computer science departments to teach students across all majors how to apply AI in their respective fields.
▪The University of Florida offers over 200 AI-related courses, with 71% of graduates in the spring 2026 commencement cycle having taken at least one AI course.

Employer demand for AI skills

▪Lightcast data show steady employer demand for software engineers with specialized AI skills, such as prompt engineering and model evaluation, over generalist programmers.
▪The share of job interviews asking students about their ability to use AI rose from 11.6% in 2024 to 42.6% in 2026, according to American University's Kogod School of Business.

Student AI usage patterns

▪The share of business students using AI 11 or more times per week for school or work tasks rose from approximately 6% in 2024 to 29% in 2026.
▪A three-year survey by American University's Kogod School of Business found that over 80% of surveyed students used AI tools for academic work in the preceding six months.

Interdisciplinary AI programs

▪Colby College established the Davis Institute for Artificial Intelligence in 2021 with a $30 million gift to integrate AI across disciplines with an interdisciplinary focus.
▪Virginia Commonwealth University is offering an AI minor targeting non-computer science majors, allowing students like psychology and biology majors to study machine learning.