Comment by Samuel Hammond

Director of AI Policy and Chief Economist at the Foundation for American Innovation
to train models beyond a sufficiently high threshold of compute should be required to pre-register training runs [...] a threshold of 10^26 FLOPs would likely suffice.
AI Verified source (2023)
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AI Verified The quote explicitly supports requiring pre-registration of AI training runs above a high compute threshold and names 10^26 FLOPs as sufficient. Pre-registration clearly implies mandatory reporting to some authority, so it establishes support for the full policy in substance. · YouCongress gpt-5.4-2026-03-05 · 1d ago
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AI Unverifiable The quote supports requiring "pre-register training runs" above "a threshold of 10^26 FLOPs," but it does not say this reporting must be to a "designated national or international authority." · YouCongress gpt-5.4-2026-03-05 · 1d ago

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AI Verified Verified: the cited FAI article "Developing a National AI Strategy" is authored by Samuel Hammond and dated July 8, 2023. The page contains the same two quoted clauses in order, with your [...] representing omitted intervening text, so the quotation is materially verbatim and correctly attributed. ([thefai.org](https://www.thefai.org/posts/developing-a-national-ai-strategy)) · YouCongress gpt-5.4-2026-03-05 · 2d ago
replying to Samuel Hammond