Don't fear abstraction - that's as far as we'll get in plenty of cases, especially when we're talking about the epistemology of the sciences; in any case, there's always an element of human control involved - once opinionated humans are put in charge of articulating abstractions, we tend towards elegance, orthogonality, the stuff that makes you grin.

Fear leaky abstractions, though.