@article{sibylautoresearchautonomousresearchneeds,
  title = {Sibyl-AutoResearch: Autonomous Research Needs Self-Evolving Trial-and-Error Harnesses, Not Paper Generators},
  author = {Chengcheng Wang and Qinhua Xie and Wei He and Jianyuan Guo and Shiqi Wang and Chang Xu},
  year = {2026},
  eprint = {2605.22343},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.22343},
}