@article{ispassiveexpertisebasedpersonalizationen,
  title = {Is Passive Expertise-Based Personalization Enough? A Case Study in AI-Assisted Test-Taking},
  author = {Li Siyan and Jason Zhang and Akash Maharaj and Yuanming Shi and Yunyao Li},
  year = {2025},
  eprint = {2511.23376},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.23376},
}