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Auditing Algorithms for Bias

Harvard Business Review

However objective we may intend our technology to be, it is ultimately influenced by the people who build it and the data that feeds it. Finally, the tool examines the false positive rate across different groups and enforces a user-determined equal rate of false positives across all groups.

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Predictive Medicine Depends on Analytics

Harvard Business Review

It’s only recently, though, that advances in information technology have made it possible for predictive tools to access and manipulate big data, and to do so continuously — accelerating the generation of insights, and opening up opportunities to anticipate issues with unprecedented precision. They’re also sharing risk.