@article{anydepthalignmentunlockinginnatesafetyal, title = {Any-Depth Alignment: Unlocking Innate Safety Alignment of LLMs to Any-Depth}, author = {Jiawei Zhang and Andrew Estornell and David D. Baek and Bo Li and Xiaojun Xu}, year = {2025}, eprint = {2510.18081}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.18081}, }