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Auditing Algorithms for Bias

Harvard Business Review

Specifically, the Griggs vs. Duke Power Company ruling stated that independent of intent, disparate and discriminatory outcomes for protected classes (in this case, with regard to hiring), were in violation of Title VII of the Civil Rights Act of 1964. The model falsely predicted that the person had low credit risk.