To assess the ability to forecast extreme weather events, and to understand the underlying mechanisms, we examine their representation in numerical weather prediction models at different spatio-temporal scales: from evolving convection on hourly time scale to the regional synoptic systems and further to their representation in global circulation models that simulate the global climate under different CO2 emission scenarios.