Publications

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2025

Eshbaugh, J. (2025). Fidelity Isn’t Accuracy: When Linearly Decodable Functions Fail to Match the Ground Truth. Submitted to NeurIPS 2025 (Mechanistic Interpretability Workshop).
ArXiv, abs/2506.12176. 📄 PDF🔗 arXiv 💻 Code

BibTeX

@misc{eshbaugh2025fidelityisntaccuracylinearly,
      title={Fidelity Isn't Accuracy: When Linearly Decodable Functions Fail to Match the Ground Truth}, 
      author={Jackson Eshbaugh},
      year={2025},
      eprint={2506.12176},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2506.12176}, 
}