
Annual Review
State of Anti-Black Bias 2026
A 187-page audit of bias incidents across legal, civic, and digital systems in the United States.
March 2026

Research
Independent, peer-reviewed research from our research division — published openly and built to inform policy, litigation, and public understanding.

A 187-page audit of bias incidents across legal, civic, and digital systems in the United States.

Empirical testing of 14 frontier models across hiring, housing, and creative-output scenarios.

Comparative headline study across 42 outlets covering identical events over a 12-month period.

Recommendation outcomes, demonetization patterns, and revenue distribution on five major platforms.

Tenant-screening algorithms tested against fair-housing standards in 21 metropolitan markets.

Independent benchmarking of public-sector facial recognition deployments across 9 jurisdictions.