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Infinite Refinement Loop

Asking for one more improvement because making a final human choice feels exposed.

How it feels

The draft is good enough, but you keep asking for alternatives to avoid the vulnerable act of choosing.

At work

A founder generates twenty versions of a launch post and ships none of them because each new option weakens commitment.

Hidden cost

Voice and Decisions: refinement displaces authorship.

You may have this if

Are you improving the work, or postponing the moment where your taste has to stand behind it?

Try this instead

Set a refinement budget: one critique, one revision, one human final pass.

Team rule

AI-assisted copy gets a maximum number of model passes before a named human owner makes the call.

Voice layer and the final human pass.

Inference

This term names a workflow-level avoidance pattern, not a single study finding.

Related

The book treats final output as the Voice layer: the point where judgment becomes visible.

Infinite Refinement Loop: one more version is not the same as a choice.

Open square card

At some point, the model is not improving the draft. It is protecting you from choosing. One critique. One revision. Then your name goes on it.

AI infinite refinement loopusing ChatGPT too much for editingAI makes it hard to choose final draft

Find where this pattern is hitting you first.

The Anti-AI Brain Score maps your weakest circuit, then points you back to the practices that reload it.

Take the 2-minute score → Use this in your team