Insights
Practical guidance and original thinking on AI, work, and human capability.
Human Agency in the Age of AI
Exploring what happens to expertise, participation, accountability, and human agency as AI becomes capable of coordinating more of the work between intention and outcome.
October 23, 2026 · 5 min read
The Hidden Value of the Work AI Removes
AI can collapse hours of knowledge work into minutes. The part worth watching is the understanding people build while doing the work, and what happens when they no longer do it.
Read postNovember 4, 2026 · 6 min read
Coordination Compression
What changes when AI coordinates the work between tools, and how organizations can preserve the participation that builds expertise, judgment, and accountability.
Read postPractical AI Insights
September 18, 2026 · 6 min read
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.
Read postSeptember 8, 2026 · 4 min read
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 postAugust 11, 2026 · 4 min read
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 postJuly 22, 2026 · 4 min read
“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 postJuly 7, 2026 · 3 min read
You Can’t Learn AI From a Static Playbook
Why experimentation, comparison, and heuristic learning build the judgment that instructions alone cannot.
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