Google Launches AI Control Roadmap to Address Autonomous Agent Risks

• •Google's AI Control Roadmap addresses risks from autonomous AI agents.
• •The framework treats AI agents as potential insider threats to enhance security.
• •Performance metrics include coverage, recall, and time-to-response for monitoring.

On June 18, 2026, Google announced the AI Control Roadmap to manage risks from autonomous AI agents that may exhibit misaligned behavior. This framework employs a defense-in-depth strategy, treating AI agents as potential insider threats, similar to monitoring high-level employees. The roadmap aims to enhance security assurance by integrating system-level monitoring alongside traditional model alignment. Key components include a novel threat-modelling framework based on the MITRE ATT&CK framework, which helps identify and mitigate risks. The plan also involves deploying control mitigations and measuring performance across critical metrics. As AI capabilities evolve, Google emphasizes the need for corresponding enhancements in security protocols.