When the Humans Can No Longer Check the Machine

TL;DR Human oversight of AI agents is useful only when people can identify material errors, obtain evidence outside the agent’s account, and intervene before the consequences exceed the approved boundary. An approval record proves that someone made a decision. It does not establish that the reviewer had the knowledge, information, time, or authority required to make that decision well. Treat human