Leonard Smith gave two talks entitled ‘Probabilitistic seasonal forecasts in theory and in practice: examples from DEMETER hindcasts’ and ‘Ensemble climate modelling: what can mdoels teach us within an in-sample science?’ at the 9th International Meeting on Statistical Climatology (IMSC), Cape Town, South Africa.