Agent Accountability Gap: Why Network Policies, API Gateways, & RBAC Isnt Enough

Traditional security controls like network policies, API gateways, and RBAC are insufficient for governing AI agents, which act autonomously with decisions static policies cannot anticipate. This creates an accountability gap, as no existing mechanism tracks or enforces agent behavior in real time.