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A Guide to Solving Social Problems with Machine Learning

Harvard Business

An appropriate first benchmark for evaluating the effect of using algorithms is the existing system – the predictions and decisions already being made by humans. But even before we reach that stage, we need to make sure the tool is promising enough to ethically justify testing it in the field. This is not some lucky happenstance.

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