@article{dropoutuniversalityscalinglawsandoptimal,
  title = {Dropout Universality: Scaling Laws and Optimal Scheduling at the Edge-of-Chaos},
  author = {Lucas Fernandez Sarmiento},
  year = {2026},
  eprint = {2605.21648},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.21648},
}