Traditional economics tells us that to meet policy goals, government should only do the minimum needed to fix a ‘market failure’. A new understanding shows that when the goals are innovation and change, a ‘do the maximum’ approach can be more effective. We should stop aiming to achieve ‘decarbonisation at least cost’, and instead aim to move to the clean economy at maximum gain.