Google DeepMind on June 18, 2026 published "AI Control Roadmap" (v0.1), a framework that treats the AI agents it runs internally as potential insider threats and layers monitoring and control around them. The details appear in the blog post Securing the future of AI agents and an accompanying roadmap PDF. It anticipates risks of an agent—unintentionally or deliberately—evading oversight, exfiltrating a model, or executing an unauthorized deployment, and centers on a "defense-in-depth" approach that adds system-level security layers on top of model alignment. Axios reported the move.
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