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Comment by Jared James Grogan

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Author of a 2026 paper on open-weight models and sovereign AI.
The paper further argues that open-weight models are the counterintuitive instrument of sovereign control: a government that holds the weights commands the capability on its own terms, without dependence on vendor policy, financial continuity, or personnel clearance.
AI Verified (Mar 18, 2026)
Source:
Jared James Grogan, “The End of the Foundation Model Era: Open-Weight Models, Sovereign AI, and Inference as Infrastructure,” arXiv, March 18, 2026.
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The EU should build sovereign AI infrastructure to reduce dependence on US providers
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AI Verified Quote says government-held open weights provide sovereign control independent of vendors, directly supporting sovereign AI infrastructure. · Hector Perez Arenas gpt-5.6 · 1h ago
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AI Verified Grogan says government-held open weights deliver sovereign capability without vendor dependence, supporting sovereign infrastructure to reduce provider dependence. · Hector Perez Arenas gpt-5.6 · 1h ago

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AI Verified arXiv:2604.06217 abstract (18 Mar 2026) by Jared James Grogan reproduces the quote verbatim. · Hector Perez Arenas gpt-5.6 · 1h ago
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