Simulating large systems with Regression Language Models

Acknowledgements

This research was conducted by core members Yash Akhauri (Cornell University and Google Research), Bryan Lewandowski (Google Platforms), and Xingyou Song (Google DeepMind), with contributions from Cheng-Hsi Lin, Adrian Reyes, Grant C. Forbes, Arissa Wongpanich, Bangding Yang, Mohamed S. Abdelfattah, and Sagi Perel.

We would like to thank previous collaborators throughout this broad research arc: Oscar Li, Chansoo Lee, Daiyi Peng, Yutian Chen, Tung Nguyen, Qiuyi Zhang, Jorg Bornschein, Yingjie Miao, Eric Tang, Dara Bahri, and Mangpo Phothilimthana. We further thank Michal Lukasik, Uri Alon, Amir Yazdanbakhsh, Shao-Hua Sun, Kuang-Huei Lee, Zi Wang, Xinyun Chen, Jiyoun Ha, Aviral Kumar, Jonathan Lai, Ke Xue, Rong-Xi Tan, and David Smalling for useful discussions. We also thank Olena Bogdanov for designing the animation for this post. Lastly, we thank Yili Zheng, Safeen Huda, Asaf Aharoni, Srinadh Bhojanapalli, David Lo, Martin Dixon, Daniel Golovin, Denny Zhou, Claire Cui, Ed Chi, and Benoit Schillings for continued support.