An UNMUTED Dialogue: Salvation or Skynet U?

Higher education has long bundled two things together — the education and the credential — and dared students not to notice. AI is pulling that bundle apart.

For optimists, it's the best thing to happen to learning in a century: a tireless tutor for every student, personalized pacing, instant feedback, and the long-overdue death of the dead-eyed lecture hall. For skeptics, once a model teaches the material better than the median professor, the institution can't put it back in the box — strip away the instruction, and what's left is what universities were always really charging for: the stamp, the gate, the brand.

Two people who built their careers inside the machine. Two very different verdicts on whether it survives the decade.