Writing on AI, leadership, and the work itself.
Field notes from rebuilding a business on AI, and from helping founders build an AI team inside their own companies.
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AI Is a Tool, Not a Genie
The machine did exactly what I asked and the result was unusable. That's not a bug in the tool. It's the oldest story we have about getting what you asked for, and it's the reason your people can't leave the room.
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The Stoic Case for AI Adoption
Every founder thinks this is the most disruptive moment business has ever seen. The Stoics say the panic is optional. Your response is the only lever you have.
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Tools Aren't Strategies
The question founders ask me most is which AI tool to use. It's the wrong first question. A tool is a part, not a strategy. Here's the durable layer to build instead, so the next tool is something you plug in, not something you rebuild around.
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AI Didn't Get Too Expensive. We Deployed It Like Idiots.
The AI bill came due at Meta and Microsoft. The tech didn't fail, the rollout did. Four mistakes that made AI cost more than the people it replaced, and the fix.
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I Had a Frontier Model for a Week. I Used It to Audit My Own Systems.
I had Anthropic's Fable 5 for a short window. Instead of building more, I pointed it at my own systems. The model is 10 to 20 percent of the work. The system it plugs into is what survives the swap.
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The Second Desk: The AI Team I Built Because My Ideas Kept Dying in the Handoff
Working Genius named the exact gap I'd had for years. No genius in Tenacity or Galvanizing. So I built an AI team to close it. This is what that looks like.
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Everyone's Job, Nobody's Job: What I Keep Turning Over After Watching a Product Exec Rebuild Her Company
A product exec rebuilt her company around AI in the open. Here's what stuck, and the one thing I'd push back on: the tools are not what make AI pay off. Your people are.
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Why Your AI Rollout Is Failing (It's Not the Tech)
Most AI initiatives don't fail on the technology. They fail because nobody changed how they work on Monday. AI adoption is a leadership problem wearing an IT costume.
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AI Vendor Risk Is a CAIO Decision, Not an IT Ticket
If your operation runs on one remote AI model, that vendor is a continuity risk. Here is how to own the ground your business stands on.