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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.
ResearchStudio-Reel not only automates research dissemination but does so with unprecedented quality, outperforming both traditional methods and leading LLMs in aesthetic appeal and information accuracy.
LLMs can play poker at a near-expert level without any training or solvers, simply by grounding their actions in a library of human-designed poker rules.