Complex instructions, every detail kept
GPT Image 2.5 handles long, specific prompts without dropping items. The breakfast counter sample asks for seven objects in a fixed order from left to right, from a carafe of orange juice and a colander of lemons to a soft-boiled egg, a dish of butter and a sprig of rosemary, plus a sage tiled wall with three copper pans. Each one is in place and countable. OpenAI's guide suggests organising a prompt like this into labelled parts for scene, subject, details and constraints, which gives the model a checklist to work through.

A marble breakfast counter photographed straight on, with exactly these items in this order from left to right: a glass carafe of orange juice, a blue enamel colander holding five lemons, a wooden board with a sliced loaf of sourdough, a single soft-boiled egg in a yellow egg cup, a small ceramic dish of butter with a knife resting on it, a stack of two white plates, and a sprig of rosemary in a narrow glass bottle. Behind the counter, a sage green tiled wall with one open shelf holding three copper pans. Morning sun from the right casting crisp long shadows, 50mm lens, editorial food styling, every item clearly separated and countable.






