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Comment by Spencer E. Amdur

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Legal scholar at Yale Law School researching governance and safety of powerful open AI models.
Closed-model developers should share advances in capability testing, either publicly or directly with open labs.
Unverified (Jul 11, 2026)
Source:
Spencer E. Amdur, “Frontier Safety for Powerful Open Models,” SSRN, posted July 11, 2026.
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Policy proposals and claims

Require frontier AI labs to conduct nearly all R&D publicly but keep the weights closed
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