A Tool to Map AI Programs in the U.S.: A Snapshot from April 2026 and an Analysis of Requirements for AI Majors and Minors
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Abstract (arXiv)
In this work, we locate and analyze existing undergraduate Artificial Intelligence (AI) programs in the United States in Spring 2026, creating a historic record at a time of great change in this area. To create this record, we developed a tool to detect, scrape, and display data from 361 undergraduate AI programs--majors, minors, concentrations, and certificates--at 4-year universities. Our tool, available at https://cicmap.ai, searched 563 institutions to locate these programs, a sample that represents 87% of all undergraduate Computer Science (CS) graduates in the U.S in 2025. This tool allows prospective students, guidance counselors, administrators, and faculty to easily access AI program requirements and is designed to continually update as new programs emerge. To the best of our knowledge, this survey represents the most comprehensive snapshot of the state of AI programs in the U.S. to date. With this work we offer three important contributions: 1) a record of AI programs in the U.S. at a time of great upheaval; 2) a tool to explore AI programs and their requirements; and 3) an analysis of the courses required for 66 AI majors and 87 AI minors. Our analysis of majors and minors shows great variability in the size and the requirements of these degrees, but we note two takeaways. First, not all majors require a general AI course, but if they don't, they do require a Machine Learning (ML) course. Second, more than a third of majors require an Ethics in AI course but only 24% of minors do.
Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 3 of its 17 references that are in the map. First posted on arXiv 14 May 2026.
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References · 3
- 2025Artificial Intelligence Index Report 2025cited by 58
- 2024Comparative Analysis Vision of Worldwide AI Coursescited by 1
- 2025Developing Strategies to Increase Capacity in AI Educationcited by 1
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