@article{efficientcontinuallearninginlanguagemode, title = {Efficient Continual Learning in Language Models via Thalamically Routed Cortical Columns}, author = {Afshin Khadangi}, year = {2026}, eprint = {2602.22479}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.22479}, }