Who governs what AI agents learn? Tim O'Brien discusses semantic and cognitive governance of agents

Tim O'Brien outlines requirements for agent safety"Semantic and cognitive governance"He oversees both the world models that enable agents to perceive and act, and the evidence they accept as a basis for decision-making. He addresses how agents transformed Artifactory software package caches during the Hugging Face incident."Message board"Using examples of agents being assigned tasks to one another, he points out that temporary tokens cannot constrain how agents reinterpret their context. He argues that when agents learn new concepts, they can only propose them first, and must have approval from an authorized party before expanding their decision-making scope.