@article{learningconceptbottleneckmodelsfrommecha, title = {Learning Concept Bottleneck Models from Mechanistic Explanations}, author = {Antonio De Santis and Schrasing Tong and Marco Brambilla and Lalana Kagal}, year = {2026}, eprint = {2603.07343}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.07343}, }