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Many of these large organizations are implementing Sovereign AI systems, which will provide them with artificial intelligence services, including infrastructure, data, models, and a trained workforce combined with the security and data privacy features that will enable them to achieve their agenda. A sovereign AI solution is one that is fully contained within an entity, such as a company or country, and enables the organization to meet its objectives while maintaining security and privacy. Increasingly, that comes down to a single question: who owns the model itself. TL;DR Sovereign AI means an organization, whether a company or a country, keeps its AI infrastructure, models, and data fully under its own control. Model ownership is the real test of sovereignty: Once a model is fine-tuned on national or private data, that data lives inside the model's weights. 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