Have you read A New Kind of Science? I read parts of it a long time ago, but Wolfram feels pretty strongly about this sort of computation being capable of explaining/predicting the universe. His interviews with Lex (4 of them now) are great too if you haven't seen them.
Yeah I watched one of these interviews back in the day I should return to them again. I never read a new kind of science though
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