Case Studies

Real-world examples of AI bias in action — what happened, why, and what we can learn.

Amazon's Hiring Algorithm: A Postmortem

How a major tech company built, deployed, and ultimately scrapped a résumé screening tool that penalized women.

Healthcare AI and the Pain Gap

Medical algorithms trained on biased data are failing women — especially women of color.

Image Generators and the Male Default

When you ask AI to draw a "doctor" or "CEO," what does it produce? The patterns are telling.

Policy Updates

Tracking regulation, legislation, and governance frameworks around the world.

The EU AI Act: What It Means for Bias

Europe's landmark AI regulation requires risk assessments. Will it move the needle?

Algorithmic Accountability in the US

A state-by-state look at emerging legislation on AI transparency and fairness.