@article{ambiguitycollapsebyllmsataxonomyofepiste,
  title = {Ambiguity Collapse by LLMs: A Taxonomy of Epistemic Risks},
  author = {Shira Gur-Arieh and Angelina Wang and Sina Fazelpour},
  year = {2026},
  eprint = {2603.05801},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.05801},
}