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A four‑step framework—define scope, map risks, set up governance structures, and implement continuous controls—helps businesses create an AI governance policy that reduces risk and drives ROI.
The Atlantic Council’s AI governance roadmap proposes unified standards on hardware security, data stewardship and ethical oversight, aiming to harmonise global AI policy and boost responsible innovation.
Google’s new white paper proposes a pragmatic three‑pillar roadmap—opportunity, responsibility, security—to guide U.S. AI governance, emphasizing continuous risk management and stakeholder engagement.
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