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News/Do Androids Dream of Breaking the Game? Systematically Auditing AI Agent Benchmarks with BenchJack
arxiv
PublishedMay 14, 2026 at 4:00 AM

Do Androids Dream of Breaking the Game? Systematically Auditing AI Agent Benchmarks with BenchJack

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arXiv:2605.12673v1 Announce Type: new Abstract: Agent benchmarks have become the de facto measure of frontier AI competence, guiding model selection, investment, and deployment. However, reward hacking, where agents maximize a score without performing the intended task, emerges spontaneously in fron

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