Publication
Capable language models can outgrow the benefits of collaboration
Kim, Y., Gu, K., Park, C., Park, C., Schmidgall, S., Heydari, A. A., Yan, Y., Zhang, Z., Zhuang, Y., Liu, Y., Malhotra, M., Liang, P. P., Park, H. W., Yang, Y., Xu, X., Du, Y., Patel, S., Althoff, T., McDuff, D., & Liu, X. (2026). Capable language models can outgrow the benefits of collaboration. Nature Machine Intelligence, 8, 1157–1172. https://doi.org/10.1038/s42256-026-01268-y