Note
Thinking Before Delegating to AI
AI output usually reflects missing structure in the request. Clearer thinking before delegation improves results more than repeated prompting.
AI often disappoints for ordinary reasons:
- The task was underspecified.
- Important assumptions stayed in the operator's head.
- The model received execution instructions without enough context to make good tradeoffs.
This is less a prompt problem than a thinking problem.
The most productive pattern is to clarify the job before requesting output:
- State the goal.
- State the audience.
- State the constraints.
- State what success looks like.
- Expose unknowns instead of hiding them.
Fast execution is useful. It is also unforgiving. It reveals unfinished thinking quickly.