Observations from putting AI to work.
Writing on what changes, what holds up in practice, and what rapidly evolving AI means for ordinary businesses and the people who run them.
AI Fluency · January 15, 2026
You Can’t Learn AI From a Static Playbook
Why experimentation, comparison, and heuristic learning build the judgment that instructions alone cannot.
Read insightAI Adoption · March 10, 2026
“AI Will Do Everything for Me.” “AI Will Replace Me.” Both Miss the Point.
The two extremes I repeatedly encounter when teaching AI, and why useful adoption lives somewhere else entirely.
Read insightAI Implementation · May 20, 2026
The Technology Is Only as Valuable as the Context You Give It
Why institutional knowledge, company workflows, and human expertise matter more than access to the newest model.
Read insightAI + Business · July 8, 2026
The Hard Part Isn't Access to AI Anymore. It's Translation.
The increasingly important gap between frontier AI capability and what organizations can actually understand, adopt, and use.
Read insightGetting Started · September 18, 2026
Curious About AI but Don’t Know Where to Start?
You can begin with a free tool, an ordinary task, and a willingness to keep the conversation going.
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