Part IX · Chapter 88Version 1.0 · 5 November 202635 min read
United States Anti-Discrimination Frameworks
Key message
US AI fairness rests on pre-AI sector statutes (Title VII, ECOA, the Fair Housing Act) read through disparate treatment and disparate impact doctrine, while federal policy since 2025 opposes disparate impact and state and city laws fill gaps.
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