@article{astochasticgeometrictheoryofscalinglawsi,
  title = {A Stochastic--Geometric Theory of Scaling Laws in Grokking},
  author = {Róisín Luo and Christian Gagné and Jonas Ngnawé and Ihsan Ullah and Karyn Morrissey},
  year = {2026},
  eprint = {2606.30388},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.30388},
}