Flavio Toxvaerd and Robert Rowthorn present a new paper analysing the effects of treatment of and vaccination against infectious diseases, such as COVID-19, on herd immunity. They also discuss socially optimal policies for such pharmaceutical interventions in contrast to non-pharmaceutical interventions (NPIs) like lockdowns or social distancing.