@article{ascenariodrivencognitiveapproachtonextge, title = {A Scenario-Driven Cognitive Approach to Next-Generation AI Memory}, author = {Linyue Cai and Yuyang Cheng and Xiaoding Shao and Huiming Wang and Yong Zhao and Wei Zhang and Kang Li}, year = {2025}, eprint = {2509.13235}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.13235}, }