Source: Nate’s Substack
As knowledge workers hand off tasks to AI agents, they're discovering that delegating work doesn't eliminate management overhead—it transforms it into constant monitoring and interpretation of agent outputs. The bottleneck isn't automation itself but the new cognitive load of staying informed about what autonomous systems are actually doing, which can quickly consume more time than the original task. This mirrors how early enterprise software promised efficiency gains that often required hiring entire new teams to maintain the systems.