The recent advances in the theory of the variability in the tropics due to the coupling between the atmosphere and ocean falls into four categories: the physics of ENSO (including attempts to verify some existing hypotheses), the irregularity of ENSO events, the theory of ENSO prediction, and the potential for interactions between the annual cycle and the ENSO variability.