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lackofcheese comments on Causal decision theory is unsatisfactory - LessWrong
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The notion of how to correctly construct that causal graph is, in itself, part of the decision theory. CDT constructs a faulty graph because CDT itself explicitly states that you control the "YourDecision" nodes, and that those nodes should be treated as having no predecessors.