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Prompting vs Structure - A Boundary Test

OpenAI Developer Community May 5, 2026
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Tina_ChiKa:

Prompting can steer appearance, but it does not create underlying structure.

Found this via HackerNews before reading this topic, have not tried it, might be the magic you need.

Sam Collins – 29 Apr 26

Using “underdrawings” for accurate text and numbers

A technique for accurate text and numbers in AI-generated images: generate the layout deterministically, then ask the image model to paint on top.

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