What Prompts Actually Require
Generative image models do not default to religious iconography. Producing a figure in white robes with light emanating from healing hands requires deliberate, specific instruction — the kind of prompt detail that would exclude, not produce, a doctor's white coat and stethoscope . The claim that this visual output was an accident of the model is not a misunderstanding of AI; it is a misrepresentation of how the technology works, delivered to an audience that the speaker is betting will not know the difference. That the image was subsequently taken down — rather than defended as medical imagery — is the clearest signal that the 'doctor' framing was constructed after the fact, not before the prompt was written.