The Real Measuring Stick
The real test is a calendar question: if you stopped working today, how long before you had to re-enter the rat race? AI can make people faster, but the better question is what the speed buys back.
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Arc 1: Orientation
Emotion Is the Moat
Unreasonable Hospitality used to be hard to scale. AI changes part of that math.
Specified Intelligence
The newest model is not always the right model. The task decides what intelligence matters.
Trust But Verify
You do not believe everything you see on the internet. So why believe everything that comes out of AI?
Know Which Lane You're In
The org chart is starting to move. AI is compressing old handoffs, and companies are already rebuilding roles around it.
AI Lies When You Do Not Give It an Out
Hallucinations are often system-design failures. The fix starts by giving AI permission to stop, then building that rule into the architecture.
Jobs Aren’t Going Away. They’re Changing Shape Again.
The internet era changed the shape of work once. AI is doing it again. We are in the compression point between the old way of working and the agentic era.
You Are the Bottleneck
Why you’re now the slowest piece in your workflow.
The Model Doesn’t Matter. The Workflow Does.
The model is the engine. The workflow is the machine.
The Agentic Internet Is Going to Eat the Internet
Your agent does not care about your homepage. It cares whether your business can be read by software.
Don't Marry Claude: The Sovereignty Argument
As I am writing this, GPT 5.5, Kimi K2.6, and DeepSeek Pro v4 are all in the running. The leaderboard shifts constantly. The job isn't picking the right AI. It's making sure no AI picks you.
Welcome to the New World
Someone at Netflix used to burn CDs for a living. Then streaming happened, and the job did not just disappear — the world underneath it changed.
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