AI models now provide personalized explanations and tutoring that were historically only available within university walls, undermining the institution's 900-year monopoly on knowledge dissemination. This shift challenges the underlying value proposition of higher education, which has long bundled content delivery, credentialing, and socialization into a single offering organized around scarce, gatekept knowledge.