most citedFrontier AI Auditing: Toward Rigorous Third-Party Assessment of Safety and Security Practices at Leading AI Companies

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cs.CR2026

Double Blind Evals: Resolving the Dual Confidentiality Dilemma in AI Safety Auditing

Andrew Trask, Sol Messing, Vai Pahwa +27

AI safety evaluations often involve sensitive prompts and proprietary models. Evaluators want to keep their evaluation prompts secret from model owners to prevent purposeful or inc…