@misc{behrouz2025nested, title={Nested Learning: The Illusion of Deep Learning Architectures}, author={Ali Behrouz and Meisam Razaviyayn and Peilin Zhong and Vahab Mirrokni}, year={2025}, eprint={2512.24695}, archivePrefix={arXiv}, primaryClass={cs.LG}, url={https://arxiv.org/abs/2512.24695} }