GOVERN 4 Organizational risk culture

Risk culture in AI teams: a safety-first and critical thinking mindset, documenting and communicating impacts, and practices that enable testing, incident identification and information sharing.

GOVERN 4.1 Critical thinking and safety-first mindset

Policies and practices that foster critical thinking and a safety-first mindset across AI design, development, deployment and use: oversight functions involved from the outset, effective challenge, red-teaming and protection for internal reporters.

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