Tools
A system can help.
You set the direction.
I build the tools and checks that let a person direct AI work.
Explore the systems →Human direction / Machine possibility
Independent work by Matthew BenjaminMore possibilities.Still yours.
The highlighted line follows a known path into human direction, branches away at that choice, and returns to its starting point in a closed loop.
AI systems built around
your judgment.
More room to make things.
More say in what they become.
01 / The method
Build the system
around the model.
I build the context, tools, memory, and handoffs that let a person direct the work and inspect what comes back.
Human
Judgment
Set the purpose.
Choose the next move.
Environment
Give it a frame.
- Context
- Tools
- Memory
- Handoffs
Model
Do the work.
Draft. Build.
Explore possibilities.
Evidence & review
Show what holds.
Sources. Checks.
Gaps still open.
Return to human judgment: accept, revise, or stop.
02 / The approach in practice
The tool does the work.
You make the call.
A draft comes back with a place to review it. You can keep it, change it or stop it.
HUMAN CHECKIllustration
A result is ready.
What happens next is yours.
01 / CHECKRead it before it goes anywhere.
02 / REVISESend it back with your direction.
03 / APPROVEYou choose when the work can move.
A visual example. These controls send nothing.
03 / Three ways in
Tools. Body. Mind.
Not for ego. For play.
I build systems, make things and write about what I learn. More about Matthew.
A system can help.
Body
It suggests.
You choose.
I’m testing a fitness app that suggests a session. I decide what fits today.
In testingMind
A pause before
the next thing.
Short practices for attention and choosing a direction.
Explore the practices →Preview the app ↗04 / Field notes
What I’m learning
as I build.
Let’s make something useful