@article{coevolutioninagenticsystemstowardselfdir,
  title = {Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design},
  author = {Qing Zong and Jiayu Liu and Junhao Shen and Zecong Tang and Linsi Wu and Yuxuan Liu and Rui Wang and Zhaowei Wang and Weiqi Wang and Cheng Qian and Xiusi Chen and Yangqiu Song},
  year = {2026},
  eprint = {2608.10299},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.10299},
}