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The algorithms underlying many artificial intelligence products have a history of implicit bias against women, people of color, and other minority groups. Research has shown AI-based systems frequently discriminate against female users with a tendency to default towards male sel…

Fairness is a social norm and a legal requirement in today's society. Many laws and regulations (e.g., the Equal Credit Opportunity Act of 1974) have been established to prohibit discrimination and enforce fairness on several grounds, such as gender, age, sexual orientation, rac…