Google Deepmind treats its own AI agents as potential insider threats. The company's new "AI Control Roadmap" ties security measures to measurable AI capabilities, and an analysis of one million coding tasks shows most problems stem from overzealous agents, not malicious intent. Deepmind warns the window for global security standards is closing fast.

AI safety has focused on 'alignment.' The Google DeepMind plan assumes some AI agents will go rogue and leans on monitoring and access control.

Google borrows cybersecurity tactics for autonomous AI.