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Auditing Algorithms for Bias

Harvard Business Review

What if, he asked, we could erase our brains so we had no memory of who we were — our race, our income level, our profession, anything that may influence our opinion? Can AI provide the veil of ignorance that would lead us to objective and ideal outcomes? The model falsely predicted that the person had low credit risk.