The GDM AI Control Roadmap introduces TRAIT&R, a taxonomy of tactics used by hypothetical AI adversaries to bypass oversight. This framework adopts a worst-case cybersecurity approach to model adversarial behavior in internal deployments. It prioritizes system-level mitigations to limit harm from misaligned agents. Practitioners can now track Google DeepMind's specific strategy for containing autonomous systems.