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Why AI Sovereignty Is an Operational Problem

calendar_today July 28, 2026 person Logan Smith domain clearml

What Control Really Means for Government AI By Frank La Vigne AI sovereignty has become one of those phrases that sounds precise until someone asks what it actually means. For one federal agency, sovereignty means keeping sensitive data inside accredited boundaries. For another, it means running open-weight models in a FedRAMP-authorized private cloud.

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