Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
That’s why counterfactual queries are not answerable without at least a partially specified SCM. For typical SCMs, the values assumed by the random variables are unknown for the situation as it will unfold in the future, which is the reason why counterfactual queries are almost always asked about