Governance & AI ✦ Series
My AI Maturity Ladder: From Chat to Choreography
Six rungs from chat to choreography — and why results feel inconsistent at rung three.
Idea World
Governance & AI
Decision systems, accountability, and AI that answers to someone. Governance is not bureaucracy — it's clarity: who decides, what values guide it, and how the system changes when reality changes.
All essays in Governance & AI
20 essays
Governance & AI ✦ Series
Prompting Is Not the Endgame of AI
Prompting is asking better questions. Choreography is designing how intelligence moves.
Governance & AI ✦ Series
AI Productivity Is Too Vague. Show the Burden Removed.
Not vague productivity. Specific relief with receipts.
Governance & AI ✦ Series
Turn AI Output Into Infrastructure
AI compounds when it helps create the thing that helps create future things.
Governance & AI ✦ Series
Chat Is the Workshop, Not the Warehouse
A lot of AI value dies in the scroll swamp, where good ideas go to be vaguely remembered.
Governance & AI ✦ Series
Good AI Should Leave You With Something Usable
The answer helps once. The artifact helps again.
Governance & AI ✦ Series
AI Ecosystems Beat AI Assistants
An assistant helps with a task. An ecosystem supports a pattern of work.
Governance & AI ✦ Series
Give AI a Job Description Before Giving It Access
“Just help with stuff” is not a job description. It is how weird stuff happens.
Governance & AI ✦ Series
Not Every AI Should Be the Same AI
Human teams have roles for a reason. AI needs the same distinction.
Governance & AI ✦ Series
Accountability Should Not Require Archaeology
That is not a process. That is a scavenger hunt with legal exposure.
Governance & AI ✦ Series
"I Think We Talked About This" Is Not a Control
The worst time to document a decision is after something goes wrong.
Governance & AI ✦ Series
Set It and Forget It Is a Trap in AI Automation
“Set it and forget it” is how rot gets a login. The better model is rhythm.
Governance & AI ✦ Series
How Small AI Requests Become Repeatable Workflows
Be suspicious of small requests. Many of them are secretly recurring workflows.
Governance & AI ✦ Series
Human-in-the-Loop AI Is Not Enough
A human reviewer at the wrong point is not governance. It is theater with a comments field.
Governance & AI ✦ Series
AI Should Prepare Decisions, Not Replace Human Judgment
Most leaders are not lacking judgment. They are lacking clean inputs.
Governance & AI ✦ Series
When to Use a Broad AI Prompt and When to Get Specific
“Just help with this” is a creativity engine. It is not a system.
Governance & AI ✦ Series
The Problem With One Giant AI Assistant
One AI for everything eventually becomes a very articulate junk drawer.
Governance & AI
The AI Moment Is Now — Are You Navigating It or Reacting to It?
The organizations that will thrive aren't the ones moving fastest. They're the ones moving wisest.
Governance & AI
What AI Governance Actually Means (And Why Most Organizations Get It Wrong)
Governance isn't a compliance checkbox. It's the architecture of accountability.
Governance & AI
How to Talk About AI Without the Hype (Or the Panic)
Most public conversation about AI swings between utopia and apocalypse. There's a better way.
Letters from the Desk
One good letter, every couple of weeks.
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