Who’s Accountable When AI Fails?

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5.28.25-cornelia-walther-ai-accountability-risk-management-GettyImages-1922319956

The article by Cornelia C. Walther, a visiting scholar at Wharton, discusses the importance of embedding accountability at every level in the development and deployment of AI systems, using a framework called M4-Matrix to assign responsibilities from micro to meta levels. It highlights the significance of integrating ethical values and systemic accountability in AI governance for achieving long-term competitive advantages and minimizing risks.