Learning from the past is a matter of abstracting away from its contextual mess, ambiguities and indeterminacies, to begin to see conceptual regularities. These we can take into the future. Automation surprises, error-intolerance—such concepts allow us to explain, predict, to help guide design, to perhaps prevent.