@article{lpgbalancingefficiencyandpolicyreasoning, title = {LPG: Balancing Efficiency and Policy Reasoning in Latent Policy Guardrails}, author = {Nanxi Li and Zhengyue Zhao and Chaowei Xiao}, year = {2026}, eprint = {2605.17329}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.17329}, }