@misc{proactive,
  title = {Improving Proactive AI Assistance with Hierarchical Procedural Understanding},
  author = {Lee, Jin-Seop and Won, TaeYeon and Jung, SeongJun and Kim, JungHoon and Li, Boyang Albert and Bak, JinYeong and Yoon, Jaehong and Lee, Jee-Hyong},
  year = {2026},
  note = {Preprint},
  eprint = {2610.06505},
  archivePrefix = {arXiv},
  primaryClass = {cs.LG},
  url = {https://arxiv.org/abs/2610.06505}
}