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Occam’s razor is about using the past to predict the future

Occam’s razor is both intuitive and counter-intuitive. It seems obvious that a simpler explanation is probably better; but it’s not clear why simplicity is raised to such a level of philosophical importance. My take is that, if you neglect simplicity, you will fail to use the past to predict the future (or predict new