Algorithmic information is the shortest program that outputs a given set of data. Searching for that algorithmic information requires a universal Turing machine equivalent upon which to run that program. There’s no escaping the universality requirement for algorithmic information search. Moreover, scientific induction can’t do better than algorithmic information, which is why its the proper basis for ML.
Energy constrains the economics of proof-of-work.
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This reply was modified 3 years, 6 months ago by
jabowery.