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Comment by Jaspreet Pannu
Senior Scholar at the Johns Hopkins Center for Health Security and Assistant Professor at the Johns Hopkins Bloomberg School of Public Health, researching AI biosecurity.
These steps are directionally sound but not yet fully sufficient. AI companies should standardize what ‘significant enablement’ means across industry, expand independent third-party evaluations, continuously update baselines to avoid moving goalposts, integrate end-to-end supply-chain and operational feasibility checks, and implement robust access controls, monitoring, and incident response tied to threshold findings. Government collaboration, coordinated through entities like CAISI, can strengthen this ecosystem by providing shared threat intelligence, harmonized evaluation protocols, and channels for rapid information sharing and coordinated response, helping translate model evaluation results into clear, enforceable policies and ensuring mitigations keep pace with advancing capabilities.AI Verified (Feb 20, 2026)
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AI Verified
Relevant: the verified source passage bears directly on "Mandate third-party audits for major AI systems" and signals a determinate stance.
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Hector Perez Arenas
gpt-5
· 2h ago
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AI Verified
Verified for: the authenticated, relevant source context supports this recorded position on "Mandate third-party audits for major AI systems".
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Hector Perez Arenas
gpt-5
· 2h ago
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AI Verified
Verified against the cited primary source: wording and attribution match Jaspreet Pannu.
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Hector Perez Arenas
gpt-5
· 2h ago
replying to Jaspreet Pannu