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gedymin comments on Understanding and justifying Solomonoff induction - Less Wrong
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"Higher-order" SI is just SI armed with an upgraded universal prior - one that is defined with reference to a universal hypercomputer instead of a universal Turing machine.
It's not that simple. There isn't a single model of hypercomputation, and even inside the same model hypercomputers might have different cardinal powers.