Mental models are simplified representations of how the world works, and building a latticework of them is the key to consistently good decision-making. This article catalogs the most powerful mental models across disciplines: inversion from mathematics, second-order thinking from physics, circle of competence from investing, and map-territory distinction from philosophy. For each model, it provides concrete examples of application in business contexts and guidance on when each model is most useful.