Defending the Loop: Verification and the Division of Labour in Autonomous Work

Mark Pesce · University of Sydney · July 2026 Abstract Autonomous AI agents working in iterative loops can improve any artefact against any standard they can be scored on. The standard is the vulnerability: most measures can be gamed, and an optimising loop permitted to modify its own tests will