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AI Risk Goes Downstream: Why MSPs Are Inheriting Liability from Vendors and Policy Gaps

The dominant structural mechanism highlighted is the industry-wide shift toward liability transfer and governance gaps in AI procurement, deployment, and incident response. According to Dave Sobel, both vendors and organizations are accelerating AI adoption without corresponding investments in oversight, training, or clear accountability structures. This is reflected across multiple sectors, from software vendors such as Grammarly, Eightfold.ai, Cohesity, and Rubrik, to business leaders and policymakers, where risk is systematically deferred downstream rather than managed at the point of…

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