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Algorithmic Bias Auditor
An independent organization providing audits of digital twin algorithms to identify and expose instances of bias that could lead to unfair labor practices or discrimination. They create public reports and advocacy campaigns to fight against algorithmic discrimination.

Future Scenarios that inspired this product idea

Companies create digital twins of their workforce, predicting productivity and employee satisfaction based on real-time emotional data.
Extrapolated from Managing the Future of Work: Microsoft’s AI Perspective - Harvard Business Review

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.