Acknowledgements
We thank the Worldwide Mathematical Olympiad group for his or her assist.
Thang Luong led the general technical course of the superior Gemini mannequin with Deep Suppose for IMO and co-led with Edward Lockhart on the general coordination of the IMO 2025 effort.
The IMO 2025 system wouldn’t have been doable with out the next technical leads. Dawsen Hwang, Junehyuk Jung co-led coaching information and professional analysis. Jonathan Lee, Nate Kushman, Pol Moreno, Yi Tay co-led the coaching of the superior Gemini Deep Suppose mannequin whereas Lei Yu led mannequin analysis. Golnaz Ghiazi, Garrett Bingham, Lalit Jain co-led Deep Suppose inference whereas Dawsen Hwang, Vincent Cohen-Addad co-led an enhanced inference method.
The IMO 2025 system was additionally developed with key contributions from Theophane Weber, Ankesh Anand, Steven Zheng, Vinh Tran for modeling; Vinay Ramasesh, Andreas Kirsch, Jieming Mao, Zicheng Xu, Wilfried Bounsi, Vahab Mirrokni for inference; Hoang Nguyen, Fred Zhang, Mahan Malihi, Yangsibo Huang for coaching information.
We thank contributions from associated groups and efforts. AlphaGeometry staff with Yuri Chervonyi (lead), Trieu Trinh, Hoang Nguyen, Junsu Kim, Mirek Olšák, Marcelo Menegali, Xiaomeng Yang. Miklós Z. Horváth, Aja Huang, Goran Žužić for formal arithmetic. We thank Fabian Pedregosa, Richard Music, Alex Zhai, Sara Javanmardi, YaGuang Li, Filipe Miguel de Almeida, Silvio Lattanzi, Ashkan Norouzi Fard, Tal Schuster, Ziwei Ji, Honglu Fan, Xuezhi Wang, Aditi Mavalankar, Tom Schaul, Rosemary Ke, Xiangzhuo Ding for assist and collaboration.
We particularly thank core members of the Deep Suppose staff (Archit Sharma, Tong He, Shubha Raghvendra), the post-training effort (Tianhe (Kevin) Yu, Siamak Shakeri, Hanzhao (Maggie) Lin, Cosmo Du, Sid Lall), and Pondering Space analysis that the IMO 2025 system had been constructed on.
This effort was suggested by Quoc Le and Pushmeet Kohli, with program assist from Kristen Chiafullo and Alex Goldin.
We’d additionally prefer to thank our specialists for offering information and evaluations: Insuk Search engine optimisation (lead), Jiwon Kang, Donghyun Kim, Junsu Kim, Jimin Kim, Seongbin Jeon, Yoonho Na, Seunghwan Lee, Jihoo Lee, Younghun Jo, Yongsuk Hur, Seongjae Park, Kyuhyeon Choi, Minkyu Choi, Su-Hyeok Moon, Seojin Kim, Yueun Lee, Taehun Kim, Jeeho Ryu, Seungwoo Lee, Dain Kim, Sanha Lee, Hyunwoo Choi, Aiden Jung, Youngbeom Jin, Jeonghyun Ahn, Junhwi Bae, Gyumin Kim, Nam Dung Tran, Cheng-Chiang Tsai, Kari Ragnarsson, Kiat Chuan Tan, Yahya Tabesh, Hamed Mahdavi, Azin Nazari, Chu-Lan Kao, Steven Creech, Tony Feng, Ciprian Manolescu.
And due to our serving and deployment specialists: Emanuel Taropa, Charlie Chen, Joe Stanton, Cip Baetu, Alvin Abdagic, Federico Lebron, Ioana Mihailescu, Soheil Hassas Yeganeh, Ashish Shenoy, and Minh Giang.
Additional due to Jessica Lo and Sajjad Zafar for his or her assist for compute provision and administration; Jane Labanowski, Andy Forbes, Sean Nakamoto for authorized and logistics; and Omer Levy, Timothy Lillicrap, Jack Rae, Yifeng Lu, Heng-tze Cheng, Ed Chi, Vahab Mirrokni, Tulsee Doshi, Madhavi Sewak, Melvin Johnson, Benoit Schillings, Koray Kavukcuoglu, Oriol Vinyals, Jeff Dean, Demis Hassabis, and Sergey Brin for his or her assist and recommendation.
Lastly, we thank Prof Gregor Dolinar from the IMO Board for the assist and endorsement.
The IMO have confirmed that our submitted solutions are full and proper options. It is very important observe that their evaluation doesn’t lengthen to validating our system, processes, or underlying mannequin (see extra).
