Despite the advances made in modelling, translating ‘climate change’ into ‘weather change’ remains a major challenge for Earth System sciences. We cannot build new wind farms if we don’t know where strong, consistent winds will be, nor make informed decisions about new water catchment and storage infrastructure without more accurate data about future rainfall frequency and intensity.