Understanding causality has always been central to the quest for knowledge about health and disease. From the philosophical inquiries of Aristotle to the precision of modern causal inference frameworks, our ideas about what causes disease and how to intervene have evolved through centuries of intellectual effort. This article traces that journey, highlighting key contributions from…