The uncertainty in measuring the output gap affects how monetary policy rules, like the Taylor rule, should be designed. While measurement errors don't change the best rule in a specific economic model, they do impact how policymakers should respond to changes in the economy. This uncertainty can lead to less aggressive responses to current economic conditions, which may explain why actual policy rules differ from theoretical ones.