@article{doeshigherinterpretabilityimplybetteruti,
  title = {Does higher interpretability imply better utility? A Pairwise Analysis on Sparse Autoencoders},
  author = {Xu Wang and Yan Hu and Benyou Wang and Difan Zou},
  year = {2025},
  eprint = {2510.03659},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.03659},
}