Causation Cannot Be Derived From Correlation

There are mathematical limitations defined by the ladder of causation that cannot be crossed by scaling up; specifically you cannot derive causation from correlation, and you cannot derive interpretation (counterfactual, backward-looking introspection) from intervention without additional information.