Just the other day I asked AI to create an image showing a diverse group of people, it didn’t include a single black person. I asked it to rectify and it couldn’t do it. This went on a number of times before I gave up. There’s still a long way to go.
You may be able to prompt for the less common realities, but the default of the model is still going to see “doctor” as a white man.