@article{onthefragilityofselfimprovingagentsvaria,
  title = {On the Fragility of Self-Improving Agents: Variance, Task Order, and Underspecification},
  author = {Qinyuan Ye and Yu Li and Yada Pruksachatkun and Jiaxin Zhang and Chien-Sheng Wu},
  year = {2026},
  eprint = {2608.18066},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.18066},
}