I sometimes wonder if statistics are like a pane of glass that allow the light of god (the true nature of things) to pass through, while logic/rationalism is the hubris of man playing god. I.e. statistics allow us to access/use the truth even if we don’t understand why it’s so, while rationalism / rule-based methods are often a folly because our understanding is not good enough to construct them.