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Technically in turing-complete languages, there is nothing that one language can do that another is incapable of, correct?

Not really, the runtime system plays a huge role into what a language can conceivably do. Think Ruby and Python and their global interpreter lock or all languages with mandatory garbage collection and no pointer types.

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