Your AI agent called a tool. Can you prove it followed the rules?

The article discusses the challenge of verifying whether an AI agent's actions adhered to predefined policies, especially when logs only confirm that a tool was executed but not whether the policy gate was evaluated beforehand. This issue highlights a gap in current agent frameworks, which often lack the capability to log policy application timing accurately. The implications are significant for ensuring compliance and security in automated systems, as missing this detail can lead to untraceable breaches or unauthorized actions. The article proposes innovative solutions to bridge this gap, emphasizing the importance of precise logging for accountability.