@article{canagentmemorysystemstrackevolvingstate,
  title = {Can Agent Memory Systems Track Evolving State?},
  author = {Xinyi Fan and Miri Liu and Ruozhen Yang and Siru Ouyang and Jiawei Han},
  year = {2026},
  eprint = {2608.19652},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.19652},
}