@article{onthefundamentallimitsofllmsatscale,
  title = {On the Fundamental Limits of LLMs at Scale},
  author = {Muhammad Ahmed Mohsin and Muhammad Umer and Ahsan Bilal and Zeeshan Memon and Muhammad Ibtsaam Qadir and Sagnik Bhattacharya and Hassan Rizwan and Abhiram R. Gorle and Maahe Zehra Kazmi and Nukhba Amir and Ali Subhan and Muhammad Usman Rafique and Zihao He and Pulkit Mehta and Muhammad Ali Jamshed and John M. Cioffi},
  year = {2025},
  eprint = {2511.12869},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.12869},
}