@misc{lit_2610_40325,
  title = { {How to Loop Your Transformer: Loop Scaling, Specialization, and Parallel Inference} },
  author = {Chanakya Ekbote and Artidoro Pagnoni and Devendra Singh Sachan and Shruti Bhosale and Mike Lewis and Maryam Fazel-Zarandi and Shashank Rajput and Sujan Kumar Gonugondla},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2610.40325},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.40325}
}