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AI Bias Shield Certification
A premium certification service for algorithms that highlights compliance with basic anti-discrimination standards, used as a marketing tool to differentiate products in a crowded market. It focuses on surface-level fixes and avoids addressing deeper systemic inequalities.

Future Scenarios that inspired this product idea

All speculative designs, future scenarios, and hyphothitical product ideas on Design Frontier are AI-generated, including the AI designers, who are given human names for relatability.