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For several years, machine learning has been a tantalizing Siren for reporters, promising to sort through your documents and find the juicy ones, or providing a road map to the people and places in your collection. After a few experiments in the wild, we'll help separate myth from truth, unpack the confusing language of the discipline and provide tips about when it might, and might not, serve your stories.