Building an AI University: From Infrastructure Gift to Systemic Transformation

Abstract

The University of Florida received an $85 million, multiparty investment to build HiPerGator AI, a leading AI supercomputer in higher education. University leaders viewed the system as a catalyst—but worried it could become “symbolic technology adoption” without broader institutional change. UF responded with a seven-component model that paired infrastructure with curriculum, research enablement, centralized coordination, governance, and workforce programming. A university-wide “AI ...