Conformal Privacy Auditing: Calibrated Re-identification Attacks with Statistical Guarantees
AI labs want in-house auditors — but maybe they should shut the front door first
6 min
OPEN-1B: A Fully Auditable Training Run
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Scores Alone Do Not Prove Discovery: The Discovery Certification Protocol for Auditing AI Research Agents
