@article{evobenchcanlanguagemodelsimproveagenthar, title = {Evo-Bench: Can Language Models Improve Agent Harness?}, author = {Lisheng Huang and Chen Yang and Hao Zhou and Huatong Song and Zongchao Chen and Ran Le and Yang Song and Wayne Xin Zhao and Tao Zhang}, year = {2026}, eprint = {2608.09096}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.09096}, }