@article{sun2026agents, 
   title={Agents' Last Exam}, 
   author={Yiyou Sun and Xinyang Han and Weichen Zhang and Yuanbo Pang and Tianyu Wang and Yuhan Cao and Yixiao Huang and Xiang Liu and Zonglin Di and Chris Duroiu and Haoyun Zhang and Jeffrey Lin and Weishu Zhang and Tyler Zeng and Ying Yan and Bo Liu and Hanson Wen and Mingyang Xu and Xiaoyuan Liu and Zimeng Chen and Zhaowei Zhang and Weiyan Shi and Amanda Dsouza and Vincent Sunn Chen and Jingxu Xie and Dewen Lei and Hanxuan Zhang and Yinhe Wang and Xinran Zhang and Chao Zhou and Sheldon Huang and Patrick Bryant and Carl Boettiger and Yamini Rangan and Bradley Rothenberg and Kyle Steinfeld and Arvind Rao and Tapio Schneider and Georgios Yannakakis and Laure Zanna and Kaan Ozbay and Ida Sim and Tarek Zohdi and George Em Karniadakis and Jack Gallant and Teresa Head-Gordon and Chris Yuhao Liu and Rongwang Hu and Yafei Cheng and Aras Bacho and Zengyi Qin and Alan Yuille and Yixiong Chen and Hao Liu and Lin Zeng and Bo Chen and Zhendong Li and Litian Gong and Shashank Muralidhar Bharadwaj and Thorben Jansen and Haixiang Tang and Jianhong Tu and Jixian Liu and Maojia Song and Ruheng Wang and Shengcao Cao and Yanxin Zhang and Yingxuan Yang and Zongzheng Zhang and Honglin Bao and Hyunjun Kim and Peiran Xu and Shuo Lu and Zheng Zhang and Zhonghua Wang and Aditya Prakash and Bohan Lyu and Chang Ma and Haoxuan Chen and Hengduan Fan and Molei Tao and Roman Sitelew and Russell Alan Poldrack and Yang Liu and Yang Liu and Yichen Wu and Yuanze Lin and Zhenglu Li and Zibu Wei and Zijiao Chen and Abderrahim Bendahi and Alexander Schubert and Chase Broderick and Chengzhi Liu and Haoran Sun and Haoyang Li and Haoyue Hua and Jiayuan Ding and Jing Huang and Shangding Gu and Tuan Vinh and Xiatao Sun and Yanqiong Jiang and Yiran Hu and Zechen Xu and Ziao Yang and Chenguang Wang and Costas Spanos and Dongrong Yang and Haocheng Wang and Jiayi Cheng and Jicheng Wang and Junbo Peng and Kangqi Zhang and Keying Kuang and Lichao Sun and Ming Yin and Orson Xu and Vincent Siu and Wanzhe Liao and Wenqi Shi and Wenxi Deng and Xiaopan Zhang and Yangjunfeng Zhu and Yifan Shen and Yi Jiang and Yinsheng Li and Youbang Pan and Yuan Li and Yuchen Zhu and Yunshi Zhang and Zhenning Yang and Ziyan Rao and Alireza Rafiei and Andrew Glover and Bixuan Ren and Boqin Yuan and Chonghao Cai and Deren Lei and Hanwen Xing and Haoran Jin and Hector Gomez and Ishaan Singh Chandok and Jiaming Hu and Jianxin Sun and Justin Purnomo and Kunyang Sun and Lei Ding and Longtai Liao and Lukas Kim and Ming Liu and Qingpo Wuwu and Ran Jin and Ruiqi Zhang and Ting Sun and Wenbo Huang and Xuandong Zhao and Peter Chen and Chuanyang Jin and Qiming Bao and Xuhuan Shen and Yifan Zhang and Yi Li and Yingze Wang and Yixin Wang and Yushi Yang and Zhen Dong and Zhiling Yan and Zhongxing Xu and Zibo Zhao and Zixin Jiang and Ali Emami and Andy Zeyi Liu and Angela Wu and Aylin Caliskan and Baihe Huang and Baixiang Huang and Benjamin Yang and Benran Zhang and Brian Zhao and Carlo Bosio and Charlie Guo and Che Liu and Chenchen Du and Chen Dai and Chenlong Zhang and Chenyu Li and Chenyu Zhu and Chi Zhang and Core Francisco Park and Daofeng Li and Dehao Wu and Dowling Wong and Erin Kasson and Fangyu Wu and Fan Xu and Fiona Shen and Haimin Hu and Haitao Li and Hang Zhou and Hannah Szlyk and Hanning Zhang and Hanwen Zhang and Hao Fan and Haoran Ye and HaoYang Shang and Haoyue Bai and Hengyu Fu and Hongwei Li and Huiqi Wang and Jiachen Li and Jialu Wang and Jiaming Liu and Jiawei Shen and Jierui Zuo and Jingxuan Fan and Jingyan Li and Jirong Yang and Jonah So and Jorin Overwiening and Joseph Cavanagh and Joseph Lee and Junge Zhang and Kaiyuan Liu and Kaustubh Dhole and Kevin Qinghong Lin and Kunpeng Zhang and Kyle Montgomery and Layna Paraboschi and Liana and Lihui Liu and Liwei Zhou and Lu Lu and Mengyuan "Millie" Wu and Mikko Tolonen and Mingxuan Yan and Minqi Shi and Murphy Niu and Pan Lu and Patricia Cavazos-Rehg and Qijian Zhao and Qiuyang Mang and Rimika Jaiswal and Ruiling Xu and Run-Ze Fan and Ruoxi Ning and Santanu Bosu Antu and Scott Rankin and Sen Yang and Shi Gu and Shi Qiu and Sichen Zhu and Sihan Xu and Siqi Zhu and Song Zhang and Sophia Sun and Stefano De Castro and Swati Rajwal and Tianneng Shi and Tianxing Chen and Tianyue Zhou and Ting Wang and Ventus Shaw and Vladislav Susoy and Weihang Xiao and Wei Wang and Wenbo Lv and Wenjin Zhang and Wenshuo Zhang and Wenyu Liang and Xiaohu Yu and Xiao Li and Xiaoli Yang and Xin Lan and Xinyu Wang and Xuan Liu and Xuewen Chen and Xu Pan and Yan Zhu and Yicheng Lyu and Yifan Gu and Yimin Zhao and Ying Zhang and Yin Ren and Yipu Chen and Yiren Rong and Yi Shao and Yishu Zhu and Yizhi Zhang and Yongyi Xiong and Yuangang Li and Yuchen Wu and Yuhaohua Zheng and Yuhao Wu and Yunfu Deng and Yushan Li and Yu Wu and Yuzheng Xu and Yuzhou Nie and Zehao Wang and Zhehang Du and Zhengming Yu and Zhihan Jiang and Zhi Li and Zhixu Li and Zhuoran Yi and Tao Sun and Zhun Wang and Justin Xu and Shi Bo and Helena Casademunt and Wenjia Chen and Cheng Cheng and Nawen Deng and Rao Fu and Tianfu Fu and Yifan Han and Zhenyu He and Qiao Jin and Langlang Li and Yuetai Li and Sylvia Liu and Subhabrata Mukherjee and Yunqi Ouyang and He Ren and Dawei Shi and Haoran Wu and Zhiyue Wu and Hannah Yao and Jenny Yu and Rhea Zhan and Luqing Zhou and Blake Zhu and Junfan Zhu and Sanjiv Das and Yanjun Gao and Wenbo Guo and Erika J Schneider and Bing Liu and Zhiyong Lu and Yian Ma and Mark Mueller and Radha Poovendran and Somayeh Sojoudi and Huaxiu Yao and Yinglun Zhu and Károly Zsolnai-Fehér and Yegor Denisov-Blanch and Changran Hu and Vincent Koc and Hezheng Yin and Naomi Xia and Xinyi Bai and Arsh Shah Dilbagi and Jing Gu and Yutong Liu and Lin Shi and Qizheng Zhang and Yuexing Hao and Xiaoming Li and Xiangyi Li and Bingran You and Wenjun Ke and Daoan Zhang and Ari Nemet and Tianyi Zhang and Xingda Lyu and Pranit Chawla and Genta Indra Winata and Maosen Tang and Purva Chiniya and Qiuyi Chen and Steven Dillmann and Wanghan Xu and Wenqi Yang and Xiaojun Wu and Xin Luo and Yue Huang and Dawn Song}, 
   journal={arXiv preprint arXiv:2606.05405}, 
   year={2026} 
}