The Hard and Soft Acids and Bases (HSAB) theory classifies acids and bases based on their polarizability and charge density, predicting their reactivity and stability in chemical reactions. Hard acids prefer to bind with hard bases, while soft acids prefer soft bases, optimizing interactions by matching similar properties.