@article{algorithmicinformationdynamicsoflearning,
  title = {Algorithmic Information Dynamics of Learning: A Certified, Differentiable Complexity Controller for Grokking},
  author = {Luan Ozelim and Abicumaran Uthamacumaran and Hector Zenil},
  year = {2026},
  eprint = {2609.13197},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.13197},
}