@article{interpretabilityascompressionreconsideri,
  title = {Interpretability as Compression: Reconsidering SAE Explanations of Neural Activations with MDL-SAEs},
  author = {Kola Ayonrinde and Michael T. Pearce and Lee Sharkey},
  year = {2024},
  eprint = {2410.11179},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2410.11179v1},
}