@article{positionmechanisticinterpretabilityshoul,
  title = {Position: Mechanistic Interpretability Should Prioritize Feature Consistency in SAEs},
  author = {Xiangchen Song and Aashiq Muhamed and Yujia Zheng and Lingjing Kong and Zeyu Tang and Mona T. Diab and Virginia Smith and Kun Zhang},
  year = {2025},
  eprint = {2505.20254},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.20254v1},
}