Bing's Frédéric Dubut said on Twitter and in a quote at Search Engine Journal that machine learning helps with scaling generalizing, which is how humans would manually rank search results. So using machine learning to rank search results is a good way to get Bing's search results to look more human tailored and thus better.
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