Statistics, causality, causal modelling, mediation analysis, counterfactuals, causal representation learning, ethical AI, philosophy of research, the power of abstractions, and systems thinking — Judea Pearl’s and Dana Mackenzie’s The Book of Why is a theoretical and practical book about epistemology, intertwined with history of science (particularly, the history of thinking about causality and causal inference and the application of these ideas in science). …