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.
Tag
AI Workflows
24 essays
Governance & AI ✦ Series
Prompting Is Not the Endgame of AI
Prompting is asking better questions. Choreography is designing how intelligence moves.
Automated Household ✦ Series
AI Loves a Pancake: Why Good AI Should Not Flatten Complex Work
Flat. Neat. Easy to consume. Missing several load-bearing ingredients.
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.
Automated Household ✦ Series
Unnamed Work Becomes Weather
It just happens. People feel it. People plan around it. Nobody owns it.
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.
Leadership & Aliveness ✦ Series
Margin Is the Metric for Useful AI
Speed without margin is just burnout with better tooling.
Automated Household ✦ Series
AI Is Best at the Work Before the Work
By the time you start the real work, half your energy has already been mugged in the parking lot.
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.
Leadership & Aliveness ✦ Series
Heroics Are Usually a Design Problem
The late-night save is a signal: a broken system relying on one person's goodwill.
Automated Household ✦ Series
Most Knowledge Work Is Recurring Work Pretending to Be One-Off
I have been the human copy-paste bridge. The bridge is tired.
Governance & AI ✦ Series
How Small AI Requests Become Repeatable Workflows
Be suspicious of small requests. Many of them are secretly recurring workflows.
Automated Household ✦ Series
The Task Is Never the Task: AI and Hidden Workflows
Ask AI for a grocery list, and it will reveal the operating system underneath your life.
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.
Quest Layer ✦ Series
Why Metaphor Matters in AI System Design
The right metaphor isn't decoration. It's how you know what you are building.
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.