@article{latentstatedesignforworldmodelsundersuff, title = {Latent State Design for World Models under Sufficiency Constraints}, author = {Keon Woo Kim}, year = {2026}, eprint = {2605.01694}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.01694}, }