Oil prices have dropped by over 60% since June 2014, and natural gas and coal have also seen price declines that look to be similarly long-lived. This column argues that action to restore appropriate price incentives, notably through corrective carbon pricing, is urgently needed to lower the risk of irreversible and potentially devastating effects of climate change. The hope is that the success of COP21 opens the door to future international agreement on carbon prices.