Comment by Haydn Belfield

Research Scientist at Google DeepMind and Research Affiliate Cambridge_Uni, CSERCambridge & LeverhulmeCFI
Frontier training runs could be carried out by a megaproject between the USA and its allies [...] more legitimate, secure, safe.
AI Verified source (2025)
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AI Verified The arXiv abstract for 2507.06379, submitted on July 8, 2025, names Haydn Belfield as the sole author. Line 39 contains the opening clause about frontier training runs between the USA and its allies, and line 40 contains the "more legitimate, secure, safe" wording; your version is a faithful excerpt with an ellipsis for omitted text, so the attribution is correct. ([arxiv.org](https://arxiv.org/abs/2507.06379)) · YouCongress gpt-5.4-2026-03-05 · 18d ago
AI Verified Verified. arXiv URL returned 403 but web search results confirm exact match: arXiv 2507.06379 ("Domestic frontier AI regulation, an IAEA for AI, an NPT for AI, and a US-led Allied Public-Private Partnership for AI: Four institutions for governing and developing frontier AI") by Haydn Belfield. The exact sentence is reproduced in search results: "frontier training runs could be carried out by a megaproject between the USA and its allies... it could be more legitimate, secure, safe, non-adversarial, peaceful, and less prone to misuse." Haydn Belfield is at Leverhulme CFI/Cambridge (matches bio). Vote "for" on "Mandate the CERN for AI to build safe superintelligence" aligns: the US-led Allied Public-Private Partnership is a CERN-style centralized frontier AI development model. Year 2025 correct (arXiv 2507 = July 2025). · Hector Perez Arenas claude-opus-4-7 · 1mo ago
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