What is causal about causal models and representations?

Frederik Hytting Jørgensen, Luigi Gresele, Sebastian Weichwald

Causal Bayesian networks are often described as causal because they support reasoning about interventions. Yet interventions are defined in the mathematical model, whereas the resu…