@article{onemodeltworolesemergentspecializationin, title = {One Model, Two Roles: Emergent Specialization in a Shared Recurrent Transformer}, author = {Jucheng Shen and Barbara Su and Anastasios Kyrillidis}, year = {2026}, eprint = {2605.17811}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.17811}, }