Law Commons^™

Discrimination By Design?, Naomi Cahn, June Carbone, Nancy Levit

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Platform world is speeding the redesign of employment. Bricks-and-mortar firms once hired through narrow portals and then invested in the workers they hired, providing job security and predictable career ladders. Platform world flings the doors wide open to income-generating efforts, providing new opportunities but also offering security and predictable advancement to almost no one.

Other legal scholars have mined these same data for gender disparities; they have found disparities in the platform economy arising from customer biases and individual preferences, and manifested in men’s and women’s different experiences in everything from pricing plumbing services to fraud prevention. Neutral-appearing algorithms may …