@article{dion3fullstackorthogonalupdates,
  title = {Dion3: Full-Stack Orthogonal Updates},
  author = {Noah Amsel and Jack Zhang and Kwangjun Ahn and Ali Naeimi and Austin Feng and Berlin Chen and Tri Dao and John Langford},
  year = {2026},
  eprint = {2608.11612},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.11612},
}