Leonard Smith gave a talk entitled ‘Predicting extremes, extreme predictions, and the role of the probability calculus in climate prediction’ as an invited keynote speaker at ‘Extreme events: theory, observation, modeling and prediction‘ Conference, 10-14 November 2008, Palma de Mallorca.