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Home/Standards & Frameworks/Google Secure AI Framework (SAIF) and SAIF 2.0

Google Secure AI Framework (SAIF) and SAIF 2.0

A conceptual framework for secure AI systems, extended in 2025 for agents

Google's practitioner framework for AI security, whose 2025 update set out the three agent security principles now widely adopted: well-defined human controllers, limited powers, and observable actions.

Six elementsAgent securityHuman controllersObservable actionsCoSAI

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