Private incentives matter, and if they are not well aligned with social returns, the result can be excessive risk taking, excessively short-sighted behavior, and distorted innovation. For example, while the benefits of many of the financial-engineering innovations of recent years are hard to prove, let alone quantify, the costs associated with them – both economic and social – are apparent and enormous.