An anomaly is a fact that doesnât fit received wisdom. To a certain kind of mind, an anomaly is an annoying blemish on the perfect skin of explanation. But to others, an anomaly marks an opportunity to learn something, perhaps something very valuable. In science, anomalies are the frontier, where the action is.