@article{proteincontactsarealreadyintheattentiona,
  title = {Protein contacts are already in the attention: a single-forward-pass alternative to the Categorical Jacobian},
  author = {Rome Thorstenson},
  year = {2026},
  eprint = {2606.21876},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.21876},
}