@article{insufficiencybenchevaluatingllmlegaladvi,
  title = {InsufficiencyBench: Evaluating LLM legal advice on underspecified user queries},
  author = {Samuel J. Vincent and Daniel Calloway and Fangyi Yu and Andrew M. Bean and Nabeel Seedat},
  year = {2026},
  eprint = {2608.20220},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.20220},
}