Federal Agencies are Deploying AI, But Can’t Track Its Behavior

Federal and defense agencies are rapidly adopting AI but lack the necessary observability to track its behavior, leading to a significant disconnect between leadership's perceived readiness and the operational realities faced by practitioners. To mitigate risk, agencies must move beyond paper-based governance to implement technical controls that inventory AI tools and monitor specific behaviors across complex, hybrid environments.