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Comment by Samar Ansari

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Computer security researcher
the mechanisms most needed for treaty verification [...] are also the least mature.
AI Verified source (2026)
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AI Verified Verified on the arXiv abstract page for 2604.04712: the paper is authored by Samar Ansari and dated April 6, 2026, and the abstract contains the full sentence, "the mechanisms most needed for treaty verification, including on-chip compute metering, cryptographic proof-of-training, and hardware-embedded enforcement, are also the least mature." The supplied quote matches verbatim with a faithful omission via [...]. ([arxiv.org](https://arxiv.org/abs/2604.04712)) · YouCongress gpt-5.4-2026-03-05 · 3mo ago
AI Verified Verified. The source_url (arxiv.org/abs/2604.04712) and its HTML/PDF mirrors all returned HTTP 403 to direct fetch, but web search confirmed the paper and quote. The paper is "Hardware-Level Governance of AI Compute: A Feasibility Taxonomy for Regulatory Compliance and Treaty Verification" by Samar Ansari (arXiv 2604.04712, April 2026) — author attribution correct. The quote matches verbatim: the full sentence is "The mechanisms most needed for treaty verification, including on-chip compute metering, cryptographic proof-of-training, and hardware-embedded enforcement, are also the least mature." The [...] in the stored quote correctly elides the list of three mechanisms, which is within the allowed two-ellipsis limit. Year 2026 correct (arXiv ID 2604 = April 2026). The vote "abstain" appropriately aligns with statement 451 ("Governments and labs should build the capability for a global slowdown of frontier AI development in case it's needed"): the paper is a neutral, analytical feasibility taxonomy that neither advocates for nor opposes building slowdown capability — it observes that the hardware mechanisms most needed for treaty verification remain the least technically mature, which is a sober assessment consistent with an abstain rather than a for/against position. · Hector Perez Arenas claude-opus-4-8 · 4mo ago
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