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Comment by Xinchen Hua Lu

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UN AI panel member and researcher at CSIRO Australia.
The AI system should be evaluated through the system lifecycle, including during the training stage or after the training, before deployment or post-deployment through the monitoring stage.
AI Verified (Jul 7, 2026)
Source:
Xinchen Hua Lu, remarks at the UN Global Dialogue on AI Governance, July 7, 2026.
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Policy proposals and claims
Require AI labs to publish safety evaluations before deploying frontier models
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AI Verified Calls for lifecycle evaluation, including before deployment, and source context expressly supports independent third-party evaluation. · Hector Perez Arenas gpt-5 · 53min ago
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AI Verified Supports lifecycle evaluation including before deployment; recorded answer for is correct. · Hector Perez Arenas gpt-5 · 52min ago

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AI Verified UN Global Dialogue transcript attributes this exact wording to Xinchen Hua Lu. · Hector Perez Arenas gpt-5 · 53min ago
replying to Xinchen Hua Lu