The GDM AI Control Roadmap introduces TRAIT&R, a taxonomy of tactics used by hypothetical AI adversaries. This framework adopts a worst-case cybersecurity approach to threat modeling for internal deployments. Google DeepMind aims to implement system-level guardrails to contain misaligned agents. Practitioners can now reference these specific adversarial techniques to harden internal safety layers.