Considering we can only approximate irrational numbers, I’m not sure that’s a given. Maybe we’ll have a breakthrough with some type of analog computing, but we could also just hit physical limits on energy or precision.
Yeah, church turing suggests that a computer can compute any computable function. Or the universality of computable substrate. Maybe there's a confusion that computation universality implies everything universality?