@article{interpretablebydesigntransformersviaarch,
  title = {Interpretable-by-Design Transformers via Architectural Stream Independence},
  author = {Clayton Kerce and Alexis Fox},
  year = {2026},
  eprint = {2603.07482},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.07482},
}