Leonard Smith (with David Stainforth, Ana Lopez and Edward Tredger) gave an invited talk entitled ‘Data Assimilation: what is the point?’ at JSM 2009: Statistics from Evidence to Policy, 1-6 August 2009, Washington DC. Abstract.