@article{uniformscalinglimitsinadamwtrainedtransf,
  title = {Uniform Scaling Limits in AdamW-Trained Transformers},
  author = {William Gibson and Christoph Reisinger},
  year = {2026},
  eprint = {2605.11059},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.11059},
}