The Atlantic's diagnosis is blunt: the AI job market has made tuition look like a dubious investment, but that only surfaces a deeper identity crisis in American higher education. In the same news cycle, the Museum of the City of New York is opening its expanded center for social activism, and artists and astrophysicists are publishing a manifesto for art-science collaboration in a University of California Press book. The university as institution is being hollowed out economically at exactly the moment its intellectual and civic functions are being redistributed to museums, nonprofits, and interdisciplinary collectives.
The ROI Trap and What Gets Lost
The return-on-investment framing of higher education was always a reductive way to measure it. But it was a useful fiction as long as the fiction held. The AI disruption to white-collar labor markets has exposed the fiction without replacing it with anything. A 2026 arXiv paper on knowledge gaps in high-choice media environments by Ulloa et al. found that access to information does not automatically reduce political knowledge inequalities, because selection effects dominate. The same logic applies to education: access to online learning has not replaced the socializing, networking, and credentialing functions of the physical campus. What AI kills is the job-skills rationale. What it cannot replace are those other functions, which is why they are migrating to cultural institutions instead.
Where the Civic Functions of the University Are Going
The Museum of the City of New York's expanded activism center is doing what a political science department might have done twenty years ago: building a civic infrastructure for understanding democracy under pressure. The art-science collaboration manifesto by Janani Balasubramanian and astrophysicist Natalie Gosnell is doing what an interdisciplinary research institute might have housed. TurboFund's accelerator guide documents how programs like YC have already absorbed much of the mentorship and network function that graduate school used to provide for founders. The university's monopoly on credentialed intellectual life is breaking apart, and the pieces are landing in galleries, accelerators, and Substack newsletters. Whether those fragments reassemble into something coherent is the actual question behind The Atlantic's college crisis story.