Against Proxy Optimization

The authors explore situations where trying to maximize an easier-to-measure substitute (a proxy utility function) can actually cause problems. They argue that this approach can be harmful and complicates the use of traditional decision-making theories. Their discussion highlights potential risks when the proxy doesn't perfectly match the true goal.