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#attempt efficiency

AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts

Keyu Li, Junhao Shi et al.Jan 16arXiv

AgencyBench is a giant test that checks how well AI agents can handle real, long, multi-step jobs, not just short puzzles.

#autonomous agents#long-horizon evaluation#agent benchmarking