Work & AI
If a machine can now do part of what I spent years learning, what did those years leave behind?
This territory covers what happens to work when software can produce a credible version of expert output in minutes. Not the headline question of whether jobs disappear, but the quieter one underneath it: what experience is actually made of, and which parts of it a tool can and cannot reproduce.Most people meet this question not as a labor statistic but as a moment. A colleague pastes a prompt, gets something usable, and the room goes quiet. The material here is for the person who noticed that quiet.
Start here in this territory
AI Did in 5 Minutes What Took You 15 Years to Learn. Now What?
A tool produced in minutes something that looks like work you spent fifteen years learning. This episode takes that moment seriously, separates four things that get counted as one, and introduces the Second Door Plan.
Questions
Questions in this territory
What were my fifteen years for?
A tool produced in minutes something that resembles work you spent years learning to do. The question is not rhetorical. It deserves a real answer about what those years actually built.
Why do I feel replaceable when I still have my job?
Nothing has happened yet. The role, the pay, and the team are all still there. The feeling arrived anyway. That gap between the event and the feeling is worth examining on its own.
Newest
Latest in this territory
AI Did in 5 Minutes What Took You 15 Years to Learn. Now What?
What experience is actually made of, and which parts of it a tool can reproduce.
A tool produced in minutes something that looks like work you spent fifteen years learning. This episode takes that moment seriously, separates four things that get counted as one, and introduces the Second Door Plan.
The Second Door Plan
Find, Verify, Extract, Demonstrate, Test
A five-stage method for taking one recurring problem that experience taught you to notice, making the judgment behind it visible, and testing whether it has another place to matter.
The Second Door Plan Worksheet
A ninety-minute first pass through Find, Verify, Extract, Demonstrate, Test
A structured worksheet for a first pass through the Second Door Plan. Five sections, one per stage, with prompts you write into directly. Use the printable web version or the PDF when it is available.
Adjacent territories
Where this question leads
These territories touch this one on the map. A question rarely stays where it started.
My role became too much of who I am
Identity, status, usefulness, meaning.
I feel permanently behind
Acceleration, learning, information, adaptation.
I no longer know what to prepare for
Prediction, control, planning, what is still in reach.