Who Governs What an Agent Learns?

The author argues that current agent security focuses too narrowly on identity and credentials while ignoring semantic and epistemic governance. As autonomous agents learn, acquire new skills, and adapt their operating models, they can silently expand their effective authority by altering their world view. The article calls for new architectural mechanisms to govern ontological changes and ensure that learning does not automatically grant authorization to act on new interpretations. Open article →