@article{amechanismdriventheoryofphasetransitions,
  title = {A Mechanism-Driven Theory of Phase Transitions in Active Learning},
  author = {Julia Machnio and Mads Nielsen and Mostafa Mehdipour Ghazi},
  year = {2026},
  eprint = {2607.00144},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.00144},
}