Risk and Resilience: How Boards Maintain Oversight When AI Systems Fail, Drift, or Act Outside Authorized Parameters

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AI governance is not only about preventing failure — it is about demonstrating that the board had a structured response when failure occurred. This white paper establishes the three conditions under which AI systems create board-level liability exposure: unauthorized operation, undocumented deviation, and inadequate response. It provides the board oversight protocol for each condition, including the evidentiary requirements that protect directors from personal liability under Caremark. 32-page white paper. PDF delivered immediately upon purchase.

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