Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
Pearl gives examples of such concrete, practical counterfactual questions. In American court, discrimination is taken to mean natural direct effect: The central question in any employment-discrimination case is whether the employer would have taken the same action had the employee been of a