Study finds AI in colleges mostly saves money on paperwork, not tuition

A review of 21 real studies on AI in public universities found that AI actually does cut costs, but only by automating administrative work, optimizing resource use, and personalizing instruction at scale. The catch: implementation costs money upfront, and benefits concentrate in well-funded institutions, widening the gap between rich and poor colleges.

Universities have been told for years that AI will solve the cost crisis. This review shows the actual constraint: AI saves money on operations, but the institutions that can afford to implement it are already the ones that don't need savings as badly. A poor college can't afford the upfront investment to reach the cost savings on the back end. The structural result is that AI reinforces existing inequality rather than disrupting it.