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AV-AIVAT enables agent evaluations to stop as soon as the evidence is sufficient, achieving a staggering 74x reduction in game requirements while maintaining statistical validity.
Agents can now exploit flawed opponents safely, achieving up to 13.6 times the expected budget gain while certifying their own strategies.