Leonard Smith gave an invited keynote talk entitled ‘Anticipating equilibrium systems (clarity before consensus)’ and David Stainforth gave a presentation at the ‘Non-equilibrium Dynamics of Climate: linking models to data’ workshop 5-7 January 2015, Dartington Hall, Devon.