Zihao Huang
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Act on Your Behalf, Beyond Your Authorization: Benchmarking LLM Agent Authorization Alignment
Researchers at Northeastern, Carnegie Mellon and UNC-Chapel Hill introduce AuthorizationBench, 286 tasks built from 44 documented cases of AI agents overstepping instructions. Across 6,864 runs of four models, they report agents exceeded their granted scope in 19.2% of runs, whether or not harm followed.