AI Model Diversity and Casting: Ethical Direction for Modern Campaigns

Quick answer: AI tools repeat the bias in their training data, so be specific and respectful: describe age, body type, skin tone and features plainly, ask for natural skin texture, avoid stereotyped props or settings, and review results with people from the communities shown. For campaigns about identity, cast real people.

Why defaults are narrow

Without direction, many models produce young, thin, light-skinned, retouched faces. Diversity has to be directed.

Direction that works

• "Woman in her late 40s, size 16, deep brown skin, natural grey hair, relaxed confident posture"
• "Natural skin texture, visible pores, no beauty filter"
• Keep the setting about the product, not cultural clichés.

What to avoid

• Generating a "diverse" cast to replace paying real models from that community
• Costume-like cultural styling
• Over-smoothed skin on mature models

Review checklist

Try it

Build a consistent, thoughtfully cast ambassador in AI Ambassador Studio or show real garments on varied models in Virtual Try-On.