Last updated: February 2026.
What I’m working on
Right now I’m exploring how AI changes the nature of academic work — not just the tools we use, but what counts as expertise, how we assess learning, and what “scholarship” even means when content generation is trivial.
Specifically:
- AI literacy for academics — a course developing comprehensive AI literacy across six interconnected dimensions, using a developmental framework that moves from basic competence through adaptation to transformation.
- Documentation as infrastructure — writing about how documentation becomes infrastructure when AI agents are the primary readers, and what that means for institutions.
- Curriculum infrastructure — exploring graph database architecture for professional education curricula, co-authored with Wesley Lynch.
This is a /now page, inspired by the nownownow.com movement.