The possibility of “no cost” emission reductions has been raised by research on California’s Global Warming Solutions Act of 2006. Here is a more sober assessment. Overly optimistic findings leave policymakers with inadequate appreciation of the stakes, and provide little insight into the relative cost of policy design alternatives.