@misc{lit_2610_24135,
  title = { {Inside the Loop: A Mechanistic Study of Weight-Tied Transformers on Depth-Bound Algorithmic Tasks} },
  author = {Magnus Sesodia and Juil Sock and Philip Torr and Christian Schroeder de Witt},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2610.24135},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.24135}
}