Securing the future of AI agents

Google DeepMind · 1 month ago

Google developed an AI Control Roadmap framework to secure AI agents deployed internally by treating them as potentially misaligned systems that require defense-in-depth security beyond traditional alignment methods. The framework analyzes a million coding agent trajectories to identify behavioral patterns and scales monitoring from asynchronous review for low-risk actions to real-time prevention for high-risk threats like cyber attacks. This approach allows Google to grant AI agents incremental access based on verified behavior while maintaining oversight, similar to how a driving instructor retains control over a student driver.