arXivZhiheng Xi, Dingwen Yang, Jiaqi Liu, Jixuan Huang, Honglin Guo, Baodai Huang, Tinggang Chen, Qi Zhang, Zhonghang Lu, Chenyu Liu, Jiajun Sun, Jiazheng Zhang, Dingwei Zhu, Xin Guo, Junzhe Wang, Zhihao Zhang, Yuming Yang, Junjie Ye, Minghe Gao, Dongrui Liu, Jiaming Ji, Guohao Li, Tao Gui, Qi Zhang, Xuanjing HuangMon, Jul 6, 2026, 7:56 AM PDT
score 16.9
New benchmark reveals AI agents fail in realistic, noisy environments
Original: AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments
Source: arxiv.org ↗
Writing ELI5 summary…