@article{whenagentsovertrustenvironmentalevidence,
  title = {When Agents Overtrust Environmental Evidence: An Extensible Agentic Framework for Benchmarking Evidence-Grounding Defects in LLM Agents},
  author = {Strick Sheng and Ziyue Wang and Liyi Zhou},
  year = {2026},
  eprint = {2605.08828},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.08828},
}