Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
Interventions: the |do(X) operator and the causal effect ∘ Causality is not reducible to probabilities ∘ Causal modelling first, experiment (or study) and data mining second ∘ To find the causal effect between two variables, use controlling judiciously, informed by the causal model ∘ There can be a