@misc{lit_2608_18222,
  title = { {Think Shallow, Solve Deep: Controlling Recurrent Dynamics for Reliable Test-Time Depth} },
  author = {Ivan Viakhirev and Kirill Borodin and Amirah Almutairi and Serguei Barannikov and Maxim Abramov and Grach Mkrtchian},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2608.18222},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.18222}
}