X.8.2 · Skill in Responsible product development
Fairness
Making sure the product does not treat groups of people unjustly.
Algorithms, AI models and policies can disadvantage groups without anyone intending it. Testing outcomes across groups reveals it. Fairness matters most in decisions about access, price and opportunity.
Resources
2- docsStart hereInclusive design ↗Microsoft
Designing for people who are excluded first, and how that improves the product for everyone.
- docsGo deeperPeople + AI guidebook ↗Google PAIR
Patterns for AI products on trust, explainability, feedback and fairness, from research at Google.
Tools
none yetTools for this topic are being researched.