@article{singleagentscalingfailsmultiagentintelli,
  title = {Single-Agent Scaling Fails Multi-Agent Intelligence: Towards Foundation Models with Native Multi-Agent Intelligence},
  author = {Shuyue Hu and Haoyang Yan and Yiqun Zhang and Yang Chen and Dongzhan Zhou and Lei Bai},
  year = {2025},
  eprint = {2512.08743},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.08743},
}