HASH ELEVENS

AI agents are quickly moving from novelty to practical business tools. They can book appointments, search systems, complete tasks, interact with platforms and make decisions with less direct human input. That makes them useful, but it also creates a new governance problem. A recent Australian report by The Guardian highlighted the issue clearly, if an AI agent causes harm, makes the wrong decision, misuses access or acts in a way nobody expected, the agent itself is not the o