A Discovery Process for Spotting Structural Inequalities in AI Systems

Presentation Date: 

Friday, March 25, 2022

The risk of delegating high-stakes decisions to AI exposes everyone to unequal treatment because these seemingly impartial algorithms are the product of harmful data and practices that may amplify historical biases in society. Fairness requires vigilance and accountability from stakeholders at every stage of AI lifecycles. We propose the AI Blindspot toolkit for advancing equity in AI systems.