EP279 How higher ed moves from AI interest to governed use with James Hutson

A previous president from Lindenwood University (a former IBM executive) stands up in town halls and tells people he uses Claude - that it helped him organize the financial report. HR follows and says they used Gemini for an employee questionnaire.

Then James Hutson PhD. goes and asks employees whether they understood that as permission.

The answer? 'No. The policy says I'll get fired if I use it.'

That gap is the subject of this episode. James is Senior Professor and Director of AI-Enabled Academic Transformation at Lindenwood University, with two PhDs - the first in art history, the second in AI, which he went back for in 2023 once it became clear the technology was going to touch everything. He's since published over 200 studies on AI use across disciplines and industries.

His argument is that policy and governance have been swapped for each other. Policy is what you can't do - mostly, don't get us sued. Governance is how things get done, and far fewer organizations have that. Most think they have a strategy when what they have is a liability shield.

Also in this one: why he thinks a policy should be deliberately vague, what his AI readiness assessments consistently find, why employees hide their own efficiencies, and the reason agentic AI projects keep failing at organizations that seemed ready for them.

About Dr. James Hutson James Hutson is Senior Professor and Director of AI-Enabled Academic Transformation at Lindenwood University in St. Charles, Missouri. He holds two PhDs - the first in art history, the second in artificial intelligence, completed in 2023. He has published over 200 studies on AI adoption spanning education, finance, and industry, has designed more than 25 online degree programs, and established Lindenwood's XR and Gaming Lab. His recent book is Art History in the Age of Artificial Intelligence.

What we get into (00:47) Two PhDs - art history first, then AI in 2023, once it was clear this touched everything

(02:25) What keeps him up at night, and the three sleepless nights Ethan Mollick warned about

(04:52) The earliest adopters were administrators. They just never told anyone.

(08:44) Four institutional responses: lock down, FERPA-only, all-in, and the ungoverned middle

(10:00) Why blanket bans rest on a legal assumption that hasn't been tested