causality
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In 2026, if you pick a random people from the street, here’s one of the first things they’ll probably tell you: “Traditional machine learning models are no good for training prescriptions because they rely on correlation instead of causation, while choosing the correct training prescription is a thoroughly causal question.” No need to beat a…
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Causal humility is the attitude that arises from the following two premises. First, the causal structure of the world is rich and layered, ranging from microscopic causal processes to group level causation and beyond. Second, humans are only good at reasoning at the causal level that has contributed to our survival during our evolutionary history;…
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