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You can’t charge black people systemically different prices than white people, for example. Neither better nor worse prices. Proving causality would likely be t
by stult 1y ago
You can’t charge black people systemically different prices than white people, for example. Neither better nor worse prices. Proving causality would likely be the hard part, but a systematic survey of disparate pricing could show disparate impact. AI models frequently are invisibly biased on race because of some feature that operates as a proxy measure that the developers don’t recognize. eg something as simple as ZIP code combined with a name is a highly reliable predictor of race, and there are many similar, far more subtle ways bias can creep into a model.