In this paper we consider the effect of limited liability for agents in a principal-agent framework with imperfect auditing. We show that limited liability annihilates the incentive effects of auditing by preventing the principal from giving a negative rent to the bad type agent when an audit mistake occurs: if you cannot convict an innocent, do not audit.