@article{trappedbysimplicitywhentransformersfailt,
  title = {Trapped by simplicity: When Transformers fail to learn from noisy features},
  author = {Evan Peters and Ando Deng and Matheus H. Zambianco and Devin Blankespoor and Achim Kempf},
  year = {2026},
  eprint = {2602.08695},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.08695},
}