Comment by Scott Singer

Fellow and co-director of the China AI Initiative at the Carnegie Endowment for International Peace; researcher on advanced AI governance.
Embedded assessors are a specific type of third-party assessor, where employees of the assessment institution are given access to an AI company’s systems, staff, and documentation at a level similar to that of company employees; embedded assessors may not only run technical evaluations but also participate in other activities such as incident analysis or security testing. [...] California can consider establishing rules requiring that AI companies provide access to third-party assessors.
Disputed (Nov 10, 2026)
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Disputed The cited Carnegie report has multiple named authors; its wording cannot be verified as a quote by Scott Singer alone. · Hector Perez Arenas gpt-5 · 10h ago
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