AI Diversity Model Protocol
Prompt #650 of 1,000+ in Fashion Sustainability, Ethics & Responsible AI, published by Fashion AI School. Copy it as-is and paste it into your AI tool.
Written and maintained by the Fashion AI School Editorial team · Updated 8 Nov 2026
Develop an ethical framework for using AI-generated avatars in our upcoming [collection type] lookbook. Provide guidelines to avoid tokenism, prevent algorithmic bias in skin tones and hair textures, ensure accurate representation of [target demographic or body types], and write explicit transparency disclaimers regarding synthetic models for our brand's sustainability and ethics page.What you get back
A considered position or framework covering impact, responsibility and practical steps.
One variation to try
Ask what the honest limitations are alongside the plan. Credibility here comes from naming what is not yet solved.
Before you use it
Never publish an environmental or ethical claim without evidence, this is the fastest area in creative work to lose trust.
Why this prompt works
This prompt combines a ready-to-use instruction, a direct brief, focused constraints. Specific inputs reduce ambiguity while keeping the original creative direction intact.
Useful for
- - Ethical AI policy creation
Field guide
This prompt is complete as written. Add brand, audience or production context only where it helps your brief.
How to use this prompt
- 01
Open your tool
Start a new conversation or generation in Claude 3.5 Sonnet, ChatGPT Plus.
- 02
Paste and adapt
Copy the prompt, paste it and add any brand-specific detail.
- 03
Iterate
Ask for variations, tighten constraints, or feed the output back in with your own references.
Free resources to go with this prompt
All resources →Claude projects: giving it a permanent brain
How Claude projects store files and instructions so every new chat starts already knowing your brand.
Writing a brand voice document once, using it everywhere
A Claude workflow for extracting a reusable brand voice guide from your existing writing, so every AI draft after it sounds like you.
Teaching Claude your writing style
The fastest way to make Claude sound like you, not like a generic assistant, is to show it your writing, not describe it.
Learn this at Fashion AI School
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