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AI Hand-Off

The exact moment a task moves from human attempt to machine completion.

How it feels

You tell yourself you are only getting help, but the center of authorship has quietly crossed the line.

At work

A designer sketches a direction, asks AI to "finish the concept," and then evaluates options the machine mostly authored.

Hidden cost

Decisions and Voice: ownership becomes ambiguous.

You may have this if

Could you point to the sentence, slide, or decision where the work stopped being primarily yours?

Try this instead

Mark the hand-off explicitly: before AI, after AI, and final human decision.

Team rule

Major deliverables disclose where AI entered: ideation, critique, drafting, synthesis, or final polish.

Provenance and dosed AI use.

Related

The provenance page models explicit disclosure of how AI entered the work.

Inference

AI Hand-Off turns that disclosure principle into a team workflow marker.

AI Hand-Off: know the moment the work stopped being mostly yours.

Open square card

AI use gets blurry when no one marks the hand-off. Write it down: human attempt, machine assist, human final call. Ownership becomes visible again.

AI handoff workflowAI disclosure in workwhen does AI become author

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