@article{mechanisticinterpretabilityasstatistical, title = {Mechanistic Interpretability as Statistical Estimation: A Variance Analysis}, author = {Maxime Méloux and François Portet and Maxime Peyrard}, year = {2025}, eprint = {2510.00845}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.00845}, }