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Alison Gopnik - What is Causation?

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In a "billiard-ball world" of Newtonian science, causation was obvious—things had to touch each other in space and a cause always had to precede an effect. But quantum mechanics destroys such notions. What then is causation? Moreover, must causes always be physical? Is "mental causation" a coherent concept? What about "top-down causation"?
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