AI scales what we see.
And what we don’t.
Before we ask AI what to do, we’ve often already decided what we’re looking at. The difficult person. The failing project. The change everyone needs to accept.
AI carries that picture forward with greater speed and reach. For leaders and teams, a decision made on an unexamined picture now travels further than ever.
See how it works
Expand image Make the first
interpretation visible.
An interpretation can arrive so quickly that it feels like the situation itself. SEEING.md is a portable file for people and AI that brings it into view before it becomes action.
Once it’s visible, you can keep it, refine it, or let it go, before AI makes it bigger.
You can begin without AI. Bring to mind something you feel sure you understand. Ask what you’ve already decided it means.
Expand image Same request.
A different first step.
Help me persuade my team to accept this change.
Without SEEING.md
Here’s a message built for buy-in: open with why the change is urgent, answer the objections people are likely to raise, and close with a clear ask for commitment.
Faster and more persuasive. The picture of the team was never examined.
With SEEING.md
Before drafting: what has the team actually said? The request sets acceptance as the outcome. If you share their concerns, I can help you explain the change, plan the conversation, or check whether any concern should change the plan.
The change may still be right. Now the next step is chosen, not assumed.
Illustrative responses, condensed.
Bring to mind a request of your own. What has it already decided?
One file.
One real question.
- Download SEEING.md.A plain text file. No technical experience needed.
- Attach it.Add it to an AI conversation or your project’s files.
- Ask the AI to read it.Copy the instruction, then bring a real decision, brief, or question.
Version 1.1.0 · 21 October 2026 · Free under CC BY 4.0. A lens, not the lens: it can’t guarantee clear seeing or resolve every AI risk.
The instruction
Read `SEEING.md` before responding. Apply it when the work involves people, judgment, strategy, interpretation, or a consequential decision. Question what may be shaping the request, including the assumptions this file brings to the inquiry.
Routine work stays routine. You decide what to act on.
The practice begins
before the file.
SEEING.md grew from The Perception Miracle and more than 500 explorations.