Towards Principled Evaluations of Sparse Autoencoders for Interpretability and Control

Aleksandar Makelov, Georg Lange, Neel Nanda
2/12/2026

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@article{makelov2026towards,
  title  = {Towards Principled Evaluations of Sparse Autoencoders for Interpretability and Control},
  author = {Aleksandar Makelov and Georg Lange and Neel Nanda},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:101f98fa7fdaf338fe5e3c492903c31f633b4f0c},
  journal = {ICLR 2025 2025}
}

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