@article{thepensieveparadigmstatefullanguagemodel, title = {The Pensieve Paradigm: Stateful Language Models Mastering Their Own Context}, author = {Xiaoyuan Liu and Tian Liang and Dongyang Ma and Deyu Zhou and Haitao Mi and Pinjia He and Yan Wang}, year = {2026}, eprint = {2602.12108}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.12108}, }