Prompting vs Structure - A Boundary Test
OpenAI Developer Community
May 5, 2026
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.
Discussion in the ATmosphere