@article{predictingmultiagentspecializationvia, title = {Predicting Multi-Agent Specialization via Task Parallelizability}, author = {Elizabeth Mieczkowski and Ruaridh Mon-Williams and Neil Bramley and Christopher G. Lucas and Natalia Velez and Thomas L. Griffiths}, year = {2025}, eprint = {2503.15703}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.15703v1}, }