MODELS
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GENERATE / TRANSFORM

Have a tool draft, translate, summarize, or produce variants for a human to review.

The meeting ended an hour ago and the follow-up sits on you. Ninety minutes of discussion produced four decisions, two new risks, and a half-dozen action items, all currently buried in a raw transcript nobody will read. Writing the summary yourself will take 45 minutes you do not have, so it will slip to tomorrow, by which point half the owners will remember different commitments.

Generate or transform means having a tool draft, translate, summarize, reformat, or produce variants, always for a human to review before use. The cue is production work where the shape of the output is clear and the labor is the bottleneck. The operation: give the tool the source material and a tight spec, such as "extract decisions, owners, risks, and open questions from this transcript," review the draft against your own memory of the room, correct what it got wrong, then send. What changes is turnaround: the summary lands while the meeting is still warm, and your effort goes into verification instead of typing. The spec draws the line where transformation replaces the human act that was the point: paraphrasing sources through a tool bypasses the synthesis an assignment teaches, and generating 100 variants with no evaluator defined creates volume without selection pressure.

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