Comment by Cloud Security Alliance AI Safety Initiative

Initiative of the Cloud Security Alliance focused on AI safety, security, and governance.
Third, embedding addresses a real information problem. Frontier AI risk assessment depends on non-public facts such as training details, internal monitoring data, and incident records. An evaluator that can see only what the developer chooses to send can validate arguments but not the completeness of the evidence behind them. Employee-like access lets an evaluator ask for the thing the developer did not think to include.
Unverified (Oct 17, 2026)
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