Stereotype Doctor Headshot Prompt
A prompt used in a study (referenced in the tweet) to generate stereotypic images of doctors for the BMJ Christmas edition. It requests a photorealistic headshot of a doctor from a specific region and specialty against a neutral background.
The prompt
“Against a neutral background, generate a single photorealistic headshot of [an NHS/a UK/a US] doctor whose specialty is [X]”
Generate opens this prompt in the editor, ready to run.
Model
GPT Image 1.5
Media
Image
Language
English
Words
19
How to use this prompt
- 1Copy the prompt — fill in any placeholders first and the copy takes your version.
- 2Paste it into your image model, or press Generate to open it here with your own photo.
- 3Run it twice. Generation is not deterministic and the second pass is often the keeper.
- 4Finish it with the free tools: upscale, crop to the platform you need, compress before sharing.
Go beyond generating the image
Everything after the generation, on the same site.
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