Social
I use LinkedIn for shorter notes on current work, including costs, mistakes, and things that may be reusable elsewhere.
What I post about
Four threads that most of it falls into.
Institutional AI
Notes on TritonAI and TritonGPT at UC San Diego, including the move from a pilot to a governed campus service.
Governance and adoption
How data classification, review, and guardrails affect the pace and scope of institutional AI work.
Agent workflows
Examples from contract review, transcript matching, scheduling, and enterprise data, including where agents have and have not been useful.
Tools for people who are not developers
Notes on the Citizen Developer Program and Developer API Program, including how staff and faculty move from an idea to a supported tool.
Published on LinkedIn
Longer pieces posted to the platform directly.
The long versions
Recent writing and interviews published elsewhere. The full index is on the media page.
- August 2026Higher Ed AI Playbook2.5 Hours to 11 Minutes, 60,000 Transcripts at 98%, 17 Models Under One Roof: Inside UC San Diego's Build-It-Yourself AI Strategy
- July 2026Higher Ed AI PlaybookLive Interview: Inside TritonGPT — Build the Control Layer, Buy the Horsepower
- July 2026Inside Higher EdA Call to Meet the Moment at NACUBO
- July 2026Higher Ed AI PlaybookAdoption Without Authority: What 50,000 Students and Faculty Just Revealed
- April 2026CIO.comHow poor data foundations can undermine AI success
- March 2026Ithaka S+RAI Adoption in Research Administration at Emerging Research Institutions
The current posts live on LinkedIn. You can also reach me there if you don't want to use the contact form.
Visit on LinkedIn