Artificial intelligence has quickly become a routine part of college life in the U.S., with a majority of students now using it regularly for coursework even as many schools attempt to limit its use.
A new Lumina Foundation-Gallup study found that 57% of college students use AI at least weekly, including about 1 in 5 who say they use it daily, signaling a rapid shift in how students approach academic work.
The findings highlight a growing disconnect between student behavior and institutional policy. More than half of students said their schools either discourage AI use or prohibit it outright, while a smaller share reported that their institutions actively encourage it, either with or without limits.
Usage patterns vary across demographics and disciplines. Male students reported higher rates of frequent use than female students, and those studying business, technology and engineering were among the most active users.
Students overwhelmingly cited practical reasons for turning to AI tools. The most common use is to better understand complex material, followed by saving time and improving academic performance. Many also reported using AI to check answers, edit writing, summarize lectures and generate ideas.
At the same time, students who avoid AI point to ethical concerns and school policies as the primary reasons, along with privacy considerations and uncertainty about how to use the technology effectively.
The report suggests colleges and universities are lagging behind a rapidly changing academic environment, where AI is already embedded in how students learn and complete assignments. Researchers said clearer policies and more intentional integration of AI into instruction may be necessary to prepare students for a workforce where the technology is expected to play a central role.
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