借助 Antigravity 的 /teamwork 推动科学与工程
Advancing science and engineering with Antigravity's /teamwork

原始链接: https://research.google/blog/advancing-science-engineering-with-antigravitys-teamwork-feature/

Antigravity 的 /teamwork 功能是通过广泛的 Google 内部协作开发的,涉及工程、研究和项目管理等领域的许多贡献者,并得到高级领导和学术合作伙伴的支持。该工作反映的是广泛的、持续的探索,而非单个团队的成果。

Hacker News 上的一个帖子讨论了 Google Antigravity 的 /teamwork 功能及报告的科学/工程成果。Google 表示多智能体、基于角色的工作流帮助解决了开放数学问题、形式化大型 Lean 证明、改进了化学 NMR 结构匹配,并加速了系统/TPU/内核任务,以及 Rust 重写。评论者就这些说法的价值和清晰度展开争论:一些人称赞多智能体方法并引用相关研究,而另一些人批评写作晦涩、工具链用户体验、定价层级和验证可靠性。与 Claude Code 和 Codex 的比较反复出现,同时也存在对 Google 开发者 LLM 重点和 AI 驱动的作者署名/署名权的担忧。总体来说,这个帖子围绕 teamwork 风格的智能体是否能在令人印象深刻但难以评估的演示之外,带来有意义、值得信赖的进展。
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原文

Antigravity’s /teamwork feature is a result of a Google-wide effort with many contributors and ongoing explorations. Contributions include: Yuan Deng[279eb3], Honghao Lin[279eb3], Jieming Mao[279eb3], Vahab Mirrokni[279eb3], Vishnu Veeramachaneni[279eb3], David Woodruff[279eb3], Song Zuo[279eb3], Shubham Agarwal, Santiago Balseiro, MohammadHossein Bateni, Mohsen Bayati, Garrett Bingham, Guy Blelloch, Douglas Chen, Vincent Cohen-Addad, Piaoyang Cui, Tulsee Doshi, Eric First, Michael Galkin, Elena Gribelyuk, Anupam Gupta, Guru Guruganesh, Mike Heddes, Patrick Heisel, Iman Hosseini, Kevin Hou, Lalit Jain, Adel Javanmard, Rajesh Jayaram, Xiaoen Ju, Po-Nien Kung, Silvio Lattanzi, Samuel Lavoie, Chun-Liang Li, Matthew Li, Yinan Li, Yuchen Li, Yiming Liu, Thang Luong, Brandon Mayer, Simon Meierhans, Swaroop Mishra, Ashish Naik, Sebastian Nowozin, Renato Paes Leme, Nikos Parotsidis, Ali Parviz, Neel Patel, Violet Peng, Bryan Perozzi, Anshul Ramachandran, Shashir Reddy, Lijie Ren, Madhavi Sewak, D Shin, Reza Shokri, Sukhdeep Singh, Samuel Smith, Linfeng Song, Dilara Soylu, Zheng Tan, Sasan Tavakkol, Hadi Tavassol, Yifeng Teng, Tom Wollschläger, Haifeng Xu, Zicheng Xu, Yihao Xue, Amir Yazdanbakhsh, and Goran Žužić. Carla Bromberg and Lauren Fraser for program management, and Francis Duan, Pan-Pan Jiang, Xiyan Shao, Jane Shapiro, Weilun Shi, and Xinyu Ye for their contributions to the project. We also thank support from several leaders Sergey Brin, Demis Hassabis, Koray Kavukcuoglu, Pushmeet Kohli, James Manyika, Yossi Matias, Varun Mohan, and Amin Vahdat.

Several academic collaborators contributing to the research papers: Zijie Chen, Amin Gohari, Chandra Nair (CUHK), Songbin Liu, Arian Maleki, Chen Shang, Hanbo Yang, Wenjin Zhang (Columbia University), Zihan Hao, Qipeng Liu, Jianan Shao (UCSD), Lorenzo Beretta (IBM Cambridge), Simone Bombari (BYU & Flatiron Institute), Mahbod Majid, Margalit Glasgow (MIT), Raphael Arkady Meyer (UC Berkeley, ICSI, & LBNL), Kijun Shin (CMU), Huacheng Yu, Elena Gribelyuk (Princeton University), Xin Lyu (UCB/ ByteDance), Samson Zhou (Texas A&M), Erik Waingarten (UPenn), and Sorrachai Yingchareonthawornchai (ETH-ITS).

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