@article{sculptorempoweringllmswithcognitiveagenc, title = {Sculptor: Empowering LLMs with Cognitive Agency via Active Context Management}, author = {Mo Li and L. H. Xu and Qitai Tan and Long Ma and Ting Cao and Yunxin Liu}, year = {2025}, eprint = {2508.04664}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.04664}, }