@article{positionstandardbenchmarksfailllmagents,
  title = {Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk},
  author = {Zichen Chen and Jiaao Chen and Jianda Chen and Misha Sra},
  year = {2025},
  eprint = {2502.15865},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2502.15865v2},
}