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endoself comments on MIRI's 2013 Summer Matching Challenge - Less Wrong
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Yes, you can take the probability that they will halt given a random input. This is analogous to the case of a universal Turing machine, since the way we ask it to simulate a random Turing machine is by giving it a random input string.