Hard Acid Soft Base theory, or HSAB theory, is a qualitative concept used to predict the stability of acid-base reactions. The theory states that hard acids prefer to react with hard bases, and soft acids prefer to react with soft bases, forming more stable products. This principle helps chemists understand and predict reaction outcomes.