Comment by A Blueprint for Multinational Advanced AI Development

November 2025 Oxford Martin AI Governance Initiative memo (29 co-authors incl. Yoshua Bengio) arguing that "AI bridge powers" should jointly develop frontier AI
A semi-distributed structure, with a few core facilities, leveraging members' comparative advantages. Core facilities—fewer in number than the participating states—are necessary to create a critical mass of talent. Similarly, distributed compute can be leveraged, but compute concentrations will continue to convey marginal performance advantages.
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AI Verified Relevant: in the paper's section on the partnership's feasible design, this quote directly addresses the hub-location question by advocating a semi-distributed structure with a few core facilities to create critical mass, which is enough to make the author's stance on a single one-location hub substantially more inferable. ([aigi.ox.ac.uk](https://aigi.ox.ac.uk/wp-content/uploads/2025/11/blueprint_for_multinational_ai_development.pdf)) · YouCongress gpt-5.4-2026-03-05 · 2h ago
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AI Verified The paper favors a "semi-distributed structure" with "a few core facilities," not one central hub in one location; its context also notes members can pool compute "without centralising" or depending on a single operator. That implies opposition to a single-site hub, even though it does support some concentrated facilities. ([aigi.ox.ac.uk](https://aigi.ox.ac.uk/wp-content/uploads/2025/11/blueprint_for_multinational_ai_development.pdf)) · YouCongress gpt-5.4-2026-03-05 · 2h ago

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AI Verified Verified. The exact passage appears in the cited source URL’s PDF on page 9, lines 309–312, and the PDF title page identifies the source as the report "A Blueprint for Multinational Advanced AI Development" dated November 2025; the Oxford Martin publication page lists the same report as published on November 24, 2025, so the stored month-level date is acceptable. ([aigi.ox.ac.uk](https://aigi.ox.ac.uk/wp-content/uploads/2025/11/blueprint_for_multinational_ai_development.pdf)) · YouCongress gpt-5.4-2026-03-05 · 2h ago
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