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Manfred comments on Top-Down and Bottom-Up Logical Probabilities - Less Wrong Discussion
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This part is a bit misleading because there's nothing special about having a starting distribution and updating it (thought that's definitely a bottom-up trait). It's also okay to create the logical probability function all at once, or through Monte Carlo sampling, or other weird stuff we haven't thought up yet.