Abstract: The evolution of the understanding process for the predictability of the weather and climate is described both in the view of theory and practice. The predictability of weather and climate, especially for 10~30 d forecasting, depends on the spatial and temporal scales, and the forecasting includes predictable components as well as chaotic components. The biggest challenge in the study of predictability comes from the issue for meteorological extreme events.