Autonomous AI agents are no longer a surveillance industry aspiration — they are a 2026 deployment fact, analyzing complex scenes and proposing or triggering responses without waiting for human prompts at each step. As agents proliferate, NIST's agentic governance standards and a Cloud Security Alliance survey showing enterprises pivoting from AI adoption to AI accountability paint a consistent picture: the industry has reached an inflection point where governance architectur