Source: Home on Lagomorph
The commodification of expertise through AI tutoring tools is restructuring the value proposition of higher education. When students can get personalized instruction at scale from an AI for a fraction of tuition, the professor-in-every-pocket becomes a direct substitute for the institution, not a supplement. Universities face pressure not from regulation or admission scandals, but from a consumer shift toward on-demand, outcome-focused learning that bypasses the residential college model.