Gain a better understanding of hidden algorithmic biases and what you can do to increase the fairness of your AI-powered products.

Tools and frameworks

• Aequitas open source bias audit toolkit
• AI Blindspot Cards
• AI Farness 360 toolkit by IBM

Books

• Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence
• Weapons of Math Destruction: How big data increases inequality and threatens democracy

Organizations to follow

• Algorithmic Justice League is an organization that combines art and research to illuminate the social implications and harms of artificial intelligence
• Data & Society is an independent nonprofit research organization that studies the social implications of data-centric technologies & automation