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Project

When do AI agents benefit from collaboration?

Yubin Kim

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