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# AI tutoring is quietly replacing college professors
- URL: https://adjacent.media/signals/ai-tutoring-is-quietly-replacing-college-professors/
- Published: 2026-10-03T16:14:23.000Z
- Updated: 2026-10-03T16:14:23.000Z
- Description: The commodification of expertise through AI tutoring tools is restructuring the value proposition of higher education.
- Author: Jonathan Greene
- Tags: #signal, theme-consumer, attention economy, trust and authenticity, generational behavior

Source: [Home on Lagomorph](https://lagomor.ph/2026/01/a-professor-in-every-pocket/?ref=adjacent.media)

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.