@article{hiddenfailuresinrobustnesswhysupervisedu,
  title = {Hidden Failures in Robustness: Why Supervised Uncertainty Quantification Needs Better Evaluation},
  author = {Joe Stacey and Hadas Orgad and Kentaro Inui and Benjamin Heinzerling and Nafise Sadat Moosavi},
  year = {2026},
  eprint = {2604.11662},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.11662},
}