@article{toinfinityandbeyondtooluseunlockslengthg,
  title = {To Infinity and Beyond: Tool-Use Unlocks Length Generalization in State Space Models},
  author = {Eran Malach and Omid Saremi and Sinead Williamson and Arwen Bradley and Aryo Lotfi and Emmanuel Abbe and Josh Susskind and Etai Littwin},
  year = {2025},
  eprint = {2510.14826},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.14826},
}