IlyaShpitser comments on AALWA: Ask any LessWronger anything - Less Wrong
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I am aware of "logical uncertainty", etc. However I think uncertainty and causality are orthogonal (some probabilistic models aren't causal, and some causal models, e.g. circuit models, have no uncertainty in them).