More than half of U.S. college students are using artificial intelligence in their coursework at least weekly, even as many of their institutions formally discourage or prohibit the technology, according to a sweeping new national survey that also finds AI is prompting significant numbers of students to reconsider their academic paths.
The Lumina Foundation-Gallup 2026 State of Higher Education Study, conducted last fall among nearly 3,800 students enrolled in associate and bachelor's degree programs, paints a portrait of a student body that has already integrated AI into daily academic life and is increasingly making major decisions about their futures based on the technology's growing presence in the workforce.
Among the study's most striking findings: 57 percent of college students report using AI at least weekly in their coursework, and about one in five say they use it every day. The survey was conducted online from Oct. 2-31, 2025, and included 1,433 associate degree students and 2,368 bachelor's degree students, aged 18 to 59.
Despite the widespread adoption, institutional guidance has lagged far behind student behavior. More than half of currently enrolled students say their school either discourages AI use (42 percent) or prohibits it altogether (11 percent). Only about four in 10 report that their school encourages AI use, whether freely (7 percent) or with stated limits (35 percent).
The disconnect is fueling concern among higher education observers who say colleges and universities risk falling behind if they do not develop clearer, more forward-looking AI policies.
“Colleges and universities have to step up their game when it comes to AI because students are already using it,” said Dr. Kenneth Parker, a higher education consultant who works with institutions on strategic planning. “The inability to embrace these tools will ultimately impact the future of many of our institutions negatively.”
The survey found that reported AI policies are largely consistent across two-year and four-year programs, though majorities of students in technology, vocational and business programs report that their schools encourage AI use, reflecting broader industry alignment in those fields.
