Is innovation our best hope for dealing with climate change and, if so, how can we stimulate the sort of innovation that we need to make the green energy transition? Philippe Aghion tells Tim Phillips that we need both carbon tax and industrial policy and, like a visit to the dentist, the pain gets worse the longer we wait.