@article{fromcircuitevidencetomechanistictheoryan, title = {From Circuit Evidence to Mechanistic Theory: An Inductive Logic Approach}, author = {Nura Aljaafari and Danilo S. Carvalho and Andre Freitas}, year = {2026}, eprint = {2605.21303}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.21303}, }