@article{interpretinginterpretabilityandexplainin, title = {Interpreting "Interpretability" and Explaining "Explainability" in Machine Learning in Physics}, author = {Rikab Gambhir and Luisa Lucie-Smith and Jesse Thaler}, year = {2026}, eprint = {2606.26228}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.26228}, }