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HBR.org

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What Are Your Company’s AI Nightmares?
Reid Blackma · 2026-05-11 · via HBR.org
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May 11, 2026

HBR Staff/Declan Sun/Unsplash

Before generative AI burst onto the scene in late 2022, companies took a more or less standard approach to managing the risks introduced by AI: They developed AI ethical risk (or Responsible AI or AI Governance) programs. These programs were designed by executives and focused primarily on writing and implementing enterprise-wide AI policies that are meant to explain how the organization will live up to its AI ethics values (or principles or pillars, as they are also called). When generative AI showed up, organizations updated their programs to accommodate the new technology. Now that AI agents are gaining traction, most will likely try to update yet again.