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When Timnit Gebru was a student at Stanford's prestigious Artificial Intelligence Lab, she ran a project that used Google Street View images of cars to determine the demographic makeup of towns and cities across the U.S. While the AI algorithms did a credible job of predicting income levels and political leanings in a given area, Gebru says her work was susceptible to bias - racial, gender, socioeconomic. She was also horrified by a ProPublica report that found a computer program widely used to predict whether a criminal will re-offend discriminated against people of color. So this year, Gebru, 34, joined a Microsoft Corp. team called FATE - for fairness, accountability, transparency and ethics - in AI....

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