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TITLE: A benchmark of expert-level academic questions to assess AI capabilities Full Text
AUTHORS: Long Phan; Alice Gatti; Nathaniel Li; Adam Khoja; Ryan Kim; Richard Ren; Jason Hausenloy; Oliver Zhang; Mantas Mazeika; Dan Hendrycks; Ziwen Han; Josephina Hu; Hugh Zhang; Chen Bo Calvin Zhang; Mohamed Shaaban; John Ling; Sean Shi; Michael Choi; Anish Agrawal; Arnav Chopra; Aakaash Nattanmai; Gordon McKellips; Anish Cheraku; Asim Suhail; Ethan Luo; Marvin Deng; Jason Luo; Ashley Zhang; Kavin Jindel; Jay Paek; Kasper Halevy; Allen Baranov; Michael Liu; Advaith Avadhanam; David Zhang; Vincent Cheng; Brad Ma; Evan Fu; Liam Do; Joshua Lass; Hubert Yang; Surya Sunkari; Vishruth Bharath; Violet Ai; James Leung; Rishit Agrawal; Alan Zhou; Kevin Chen; Tejas Kalpathi; Ziqi Xu; Gavin Wang; Tyler Xiao; Erik Maung; Sam Lee; Ryan Yang; Roy Yue; Ben Zhao; Julia Yoon; Xiangwan Sun; Aryan Singh; Clark Peng; Tyler Osbey; Taozhi Wang; Daryl Echeazu; Timothy Wu; Spandan Patel; Vidhi Kulkarni; Vijaykaarti Sundarapandiyan; Andrew Le; Zafir Nasim; Srikar Yalam; Ritesh Kasamsetty; Soham Samal; David Sun; Nihar Shah; Abhijeet Saha; Alex Zhang; Leon Nguyen; Laasya Nagumalli; Kaixin Wang; Aidan Wu; Anwith Telluri; Summer Yue; Alexandr Wang; Dmitry Dodonov; Tung Nguyen; Jaeho Lee; Daron Anderson; Mikhail Doroshenko; Alun Cennyth Stokes; Mobeen Mahmood; Oleksandr Pokutnyi; Oleg Iskra; Jessica P Wang; John-Clark Levin; Mstyslav Kazakov; Fiona Feng; Steven Y Feng; Haoran Zhao; Michael Yu; Varun Gangal; Chelsea Zou; Zihan Wang; Serguei Popov; Robert Gerbicz; Geoff Galgon; Johannes Schmitt; Will Yeadon; Yongki Lee; Scott Sauers; Alvaro Sanchez; Fabian Giska; Marc Roth; Søren Riis; Saiteja Utpala; Noah Burns; Gashaw M Goshu; Mohinder Maheshbhai Naiya; Chidozie Agu; Zachary Giboney; Antrell Cheatom; Francesco Fournier-Facio; Sarah-Jane Crowson; Lennart Finke; Zerui Cheng; Jennifer Zampese; Ryan G Hoerr; Mark Nandor; Hyunwoo Park; Tim Gehrunger; Jiaqi Cai; Ben McCarty; Alexis C Garretson; Edwin Taylor; Damien Sileo; Qiuyu Ren; Usman Qazi; Lianghui Li; Jungbae Nam; John B Wydallis; Pavel Arkhipov; Jack Wei Lun Shi; Aras Bacho; Chris G Willcocks; Hangrui Cao; Sumeet Motwani; Emily de Oliveira Santos; Johannes Veith; Edward Vendrow; Doru Cojoc; Kengo Zenitani; Joshua Robinson; Longke Tang; Yuqi Li; Joshua Vendrow; Natanael Wildner Fraga; Vladyslav Kuchkin; Andrey Pupasov Maksimov; Pierre Marion; Denis Efremov; Jayson Lynch; Kaiqu Liang; Aleksandar Mikov; Andrew Gritsevskiy; Julien Guillod; Gözdenur Demir; Dakotah Martinez; Ben Pageler; Kevin Zhou; Saeed Soori; Ori Press; Henry Tang; Paolo Rissone; Sean R Green; Lina Brüssel; Moon Twayana; Aymeric Dieuleveut; Joseph Marvin Imperial; Ameya Prabhu; Jinzhou Yang; Nick Crispino; Arun Rao; Dimitri Zvonkine; Gabriel Loiseau; Mikhail Kalinin; Marco Lukas; Ciprian Manolescu; Nate Stambaugh; Subrata Mishra; Tad Hogg; Carlo Bosio; Brian P Coppola; Julian Salazar; Jaehyeok Jin; Rafael Sayous; Stefan Ivanov; Philippe Schwaller; Shaipranesh Senthilkumar; Andres M Bran; Andres Algaba; Kelsey Van den Houte; Lynn Van Der Sypt; Brecht Verbeken; David Noever; Alexei Kopylov; Benjamin Myklebust; Bikun Li; Lisa Schut; Evgenii Zheltonozhskii; Qiaochu Yuan; Derek Lim; Richard Stanley; Tong Yang; John Maar; Julian Wykowski; Mart Oller; Anmol Sahu; Cesare Giulio Ardito; Yuzheng Hu; Ariel Ghislain Kemogne Kamdoum; Alvin Jin; Tobias Garcia Vilchis; Yuexuan Zu; Martin Lackner; James Koppel; Gongbo Sun; Daniil S Antonenko; Steffi Chern; Bingchen Zhao; Pierrot Arsene; Joseph M Cavanagh; Daofeng Li; Jiawei Shen; Donato Crisostomi; Wenjin Zhang; Ali Dehghan; Sergey Ivanov; David Perrella; Nurdin Kaparov; Allen Zang; Ilia Sucholutsky; Arina Kharlamova; Daniil Orel; Vladislav Poritski; Shalev Ben-David; Zachary Berger; Parker Whitfill; Michael Foster; Daniel Munro; Linh Ho; Shankar Sivarajan; Dan Bar Hava; Aleksey Kuchkin; David Holmes; Alexandra Rodriguez-Romero; Frank Sommerhage; Anji Zhang; Richard Moat; Keith Schneider; Zakayo Kazibwe; Don Clarke; Dae Hyun Kim; Felipe Meneguitti Dias; Sara Fish; Veit Elser; Tobias Kreiman; Victor Efren Guadarrama Vilchis; Immo Klose; Ujjwala Anantheswaran; Adam Zweiger; Kaivalya Rawal; Jeffery Li; Jeremy Nguyen; Nicolas Daans; Haline Heidinger; Maksim Radionov; Václav Rozhoň; Vincent Ginis; Christian Stump; Niv Cohen; Rafał Poświata; Josef Tkadlec; Alan Goldfarb; Chenguang Wang; Piotr Padlewski; Stanislaw Barzowski; Kyle Montgomery; Ryan Stendall; Jamie Tucker-Foltz; Jack Stade; Ryan R Rogers; Tom Goertzen; Declan Grabb; Abhishek Shukla; Alan Givré; John Arnold Ambay; Archan Sen; Muhammad Fayez Aziz; Mark H Inlow; Hao He; Ling Zhang; Younesse Kaddar; Ivar Ängquist; Yanxu Chen; Harrison K Wang; Kalyan Ramakrishnan; Elliott Thornley; Antonio Terpin; Hailey Schoelkopf; Eric Zheng; Avishy Carmi; Ethan D L Brown; Kelin Zhu; Max Bartolo; Richard Wheeler; Martin Stehberger; Peter Bradshaw; JP Heimonen; Kaustubh Sridhar; Ido Akov; Jennifer Sandlin; Yury Makarychev; Joanna Tam; Hieu Hoang; David M Cunningham; Vladimir Goryachev; Demosthenes Patramanis; Michael Krause; Andrew Redenti; David Aldous; Jesyin Lai; Shannon Coleman; Jiangnan Xu; Sangwon Lee; Ilias Magoulas; Sandy Zhao; Ning Tang; Michael K Cohen; Orr Paradise; Jan Hendrik Kirchner; Maksym Ovchynnikov; Jason O Matos; Adithya Shenoy; Michael Wang; Yuzhou Nie; Anna Sztyber-Betley; Paolo Faraboschi; Robin Riblet; Jonathan Crozier; Shiv Halasyamani; Shreyas Verma; Prashant Joshi; Eli Meril; Ziqiao Ma; Jérémy Andréoletti; Raghav Singhal; Jacob Platnick; Volodymyr Nevirkovets; Luke Basler; Alexander Ivanov; Seri Khoury; Nils Gustafsson; Marco Piccardo; Hamid Mostaghimi; Qijia Chen; Virendra Singh; Tran Quoc Khánh; Paul Rosu; Hannah Szlyk; Zachary Brown; Himanshu Narayan; Aline Menezes; Jonathan Roberts; William Alley; Kunyang Sun; Arkil Patel; Max Lamparth; Anka Reuel; Linwei Xin; Hanmeng Xu; Jacob Loader; Freddie Martin; Zixuan Wang; Andrea Achilleos; Thomas Preu; Tomek Korbak; Ida Bosio; Fereshteh Kazemi; Ziye Chen; Biró Bálint; Eve J Y Lo; Jiaqi Wang; Maria Inês S Nunes; Jeremiah Milbauer; Saiful S Bari; Zihao Wang; Behzad Ansarinejad; Yewen Sun; Stephane Durand; Hossam Elgnainy; Guillaume Douville; Daniel Tordera; George Balabanian; Hew Wolff; Lynna Kvistad; Hsiaoyun Milliron; Ahmad Sakor; Murat Eron; Andrew Favre, DO; Shailesh Shah; Xiaoxiang Zhou; Firuz Kamalov; Sherwin Abdoli; Tim Santens; Shaul Barkan; Allison Tee; Robin Zhang; Alessandro Tomasiello; Bruno B De Luca; Shi-Zhuo Looi; Vinh-Kha Le; Noam Kolt; Jiayi Pan; Emma Rodman; Jacob Drori; Carl J Fossum; Niklas Muennighoff; Milind Jagota; Ronak Pradeep; Honglu Fan; Jonathan Eicher; Michael Chen; Kushal Thaman; William Merrill; Moritz Firsching; Carter Harris; Stefan Ciobâcă; Jason Gross; Rohan Pandey; Ilya Gusev; Adam Jones; Shashank Agnihotri; Pavel Zhelnov; Mohammadreza Mofayezi; Alexander Piperski; David K Zhang; Kostiantyn Dobarskyi; Roman Leventov; Ignat Soroko; Joshua Duersch; Vage Taamazyan; Andrew Ho; Wenjie Ma; William Held; Ruicheng Xian; Armel Randy Zebaze; Mohanad Mohamed; Julian Noah Leser; Michelle X Yuan; Laila Yacar; Johannes Lengler; Katarzyna Olszewska; Claudio Di Fratta; Edson Oliveira; Joseph W Jackson; Andy Zou; Muthu Chidambaram; Timothy Manik; Hector Haffenden; Dashiell Stander; Ali Dasouqi; Alexander Shen; Bita Golshani; David Stap; Egor Kretov; Mikalai Uzhou; Alina Borisovna Zhidkovskaya; Nick Winter; Miguel Orbegozo Rodriguez; Robert Lauff; Dustin Wehr; Colin Tang; Zaki Hossain; Shaun Phillips; Fortuna Samuele; Fredrik Ekström; Angela Hammon; Oam Patel; Faraz Farhidi; George Medley; Forough Mohammadzadeh; Madellene Peñaflor; Haile Kassahun; Alena Friedrich; Rayner Hernandez Perez; Daniel Pyda; Taom Sakal; Omkar Dhamane; Ali Khajegili Mirabadi; Eric Hallman; Kenchi Okutsu; Mike Battaglia; Mohammad Maghsoudimehrabani; Alon Amit; Dave Hulbert; Roberto Pereira; Simon Weber; Handoko; Anton Peristyy; Stephen Malina; Mustafa Mehkary; Rami Aly; Frank Reidegeld; Anna-Katharina Dick; Cary Friday; Mukhwinder Singh; Hassan Shapourian; Wanyoung Kim; Mariana Costa; Hubeyb Gurdogan; Harsh Kumar; Chiara Ceconello; Chao Zhuang; Haon Park; Micah Carroll; Andrew R Tawfeek; Stefan Steinerberger; Daattavya Aggarwal; Michael Kirchhof; Linjie Dai; Evan Kim; Johan Ferret; Jainam Shah; Yuzhou Wang; Minghao Yan; Krzysztof Burdzy; Lixin Zhang; Antonio Franca; Diana T Pham; Kang Yong Loh; Joshua Robinson; Abram Jackson; Paolo Giordano; Philipp Petersen; Adrian Cosma; Jesus Colino; Colin White; Jacob Votava; Vladimir Vinnikov; Ethan Delaney; Petr Spelda; Vit Stritecky; Syed M Shahid; Jean-Christophe Mourrat; Lavr Vetoshkin; Koen Sponselee; Renas Bacho; Zheng-Xin Yong; Florencia de la Rosa; Nathan Cho; Xiuyu Li; Guillaume Malod; Orion Weller; Guglielmo Albani; Leon Lang; Julien Laurendeau; Dmitry Kazakov; Fatimah Adesanya; Julien Portier; Lawrence Hollom; Victor Souza; Yuchen Anna Zhou; Julien Degorre; Yiğit Yaln; Gbenga Daniel Obikoya; Rai Michael Pokorny; Filippo Bigi; Boscá, MC; Oleg Shumar; Kaniuar Bacho; Gabriel Recchia; Mara Popescu; Nikita Shulga; Ngefor Mildred Tanwie; Thomas C H Lux; Ben Rank; Colin Ni; Matthew Brooks; Alesia Yakimchyk; Huanxu Quinn Liu; Stefano Cavalleri; Olle Häggström; Emil Verkama; Joshua Newbould; Hans Gundlach; Leonor Brito-Santana; Brian Amaro; Vivek Vajipey; Rynaa Grover; Ting Wang; Yosi Kratish; Wen-Ding Li; Sivakanth Gopi; Andrea Caciolai; Christian Schroeder de Witt; Pablo Hernández-Cámara; Emanuele Rodolà; Jules Robins; Dominic Williamson; Brad Raynor; Hao Qi; Ben Segev; Jingxuan Fan; Sarah Martinson; Erik Y Wang; Kaylie Hausknecht; Michael P Brenner; Mao Mao; Christoph Demian; Peyman Kassani; Xinyu Zhang; David Avagian; Eshawn Jessica Scipio; Alon Ragoler; Justin Tan; Blake Sims; Rebeka Plecnik; Aaron Kirtland; Omer Faruk Bodur; Shinde, DP; Yan Carlos Leyva Labrador; Zahra Adoul; Mohamed Zekry; Ali Karakoc; Tania C B Santos; Samir Shamseldeen; Loukmane Karim; Anna Liakhovitskaia; Nate Resman; Nicholas Farina; Juan Carlos Gonzalez; Gabe Maayan; Earth Anderson; Rodrigo De Oliveira Pena; Elizabeth Kelley; Hodjat Mariji; Rasoul Pouriamanesh; Wentao Wu; Ross Finocchio; Ismail Alarab; Joshua Cole; Danyelle Ferreira; Bryan Johnson; Mohammad Safdari; Liangti Dai; Siriphan Arthornthurasuk; Isaac C McAlister; Alejandro José Moyano; Alexey Pronin; Jing Fan; Angel Ramirez-Trinidad; Yana Malysheva; Daphiny Pottmaier; Omid Taheri; Stanley Stepanic; Samuel Perry; Luke Askew; Raúl Adrián Huerta Rodrguez; Ali M R Minissi; Ricardo Lorena; Krishnamurthy Iyer; Arshad Anil Fasiludeen; Ronald Clark; Josh Ducey; Matheus Piza; Maja Somrak; Eric Vergo; Juehang Qin; Benjámin Borbás; Eric Chu; Jack Lindsey; Antoine Jallon; McInnis, IMJ; Evan Chen; Avi Semler; Luk Gloor; Tej Shah; Marc Carauleanu; Pascal Lauer; Tran Duc Huy; Hossein Shahrtash; Emilien Duc; Lukas Lewark; Assaf Brown; Samuel Albanie; Brian Weber; Warren S Vaz; Pierre Clavier; Yiyang Fan; Gabriel Poesia Reis e Silva; Long Tony Lian; Marcus Abramovitch; Xi Jiang; Sandra Mendoza; Murat Islam; Juan Gonzalez; Vasilios Mavroudis; Justin Xu; Pawan Kumar; Laxman Prasad Goswami; Daniel Bugas; Nasser Heydari; Ferenc Jeanplong; Thorben Jansen; Antonella Pinto; Archimedes Apronti; Abdallah Galal; Ng Ze-An; Ankit Singh; Tong Jiang; Joan of Arc Xavier; Kanu Priya Agarwal; Mohammed Berkani; Gang Zhang; Zhehang Du; Benedito Alves de Oliveira Junior; Dmitry Malishev; Nicolas Remy; Taylor D Hartman; Tim Tarver; Stephen Mensah; Gautier Abou Loume; Wiktor Morak; Farzad Habibi; Sarah Hoback; Will Cai; Javier Gimenez; Roselynn Grace Montecillo; Jakub Łucki; Russell Campbell; Asankhaya Sharma; Khalida Meer; Shreen Gul; Daniel Espinosa Gonzalez; Xavier Alapont; Alex Hoover; Gunjan Chhablani; Freddie Vargus; Arunim Agarwal; Yibo Jiang; Deepakkumar Patil; David Outevsky; Kevin Joseph Scaria; Rajat Maheshwari; Abdelkader Dendane; Priti Shukla; Ashley Cartwright; Sergei Bogdanov; Niels Mündler; Sören Möller; Luca Arnaboldi; Kunvar Thaman; Muhammad Rehan Siddiqi; Prajvi Saxena; Himanshu Gupta; Tony Fruhauff; Glen Sherman; Mátyás Vincze; Siranut Usawasutsakorn; Dylan Ler; Anil Radhakrishnan; Innocent Enyekwe; Sk Md Salauddin; Jiang Muzhen; Aleksandr Maksapetyan; Vivien Rossbach; Chris Harjadi; Mohsen Bahaloohoreh; Claire Sparrow; Jasdeep Sidhu; Sam Ali; Song Bian; John Lai; Eric Singer; Justine Leon Uro; Greg Bateman; Mohamed Sayed; Ahmed Menshawy; Darling Duclosel; Dario Bezzi; Yashaswini Jain; Ashley Aaron; Murat Tiryakioglu; Sheeshram Siddh; Keith Krenek; Imad Ali Shah; Jun Jin; Scott Creighton; Denis Peskoff; Zienab EL-Wasif; Ragavendran P; Michael Richmond; Joseph McGowan; Tejal Patwardhan; Hao-Yu Sun; Ting Sun; Nikola Zubić; Samuele Sala; Stephen Ebert; Jean Kaddour; Manuel Schottdorf; Dianzhuo Wang; Gerol Petruzella; Alex Meiburg; Tilen Medved; Ali ElSheikh; Ashwin A Hebbar; Lorenzo Vaquero; Xianjun Yang; Jason Poulos; Vilém Zouhar; Sergey Bogdanik; Mingfang Zhang; Jorge Sanz-Ros; David Anugraha; Yinwei Dai; Anh N Nhu; Xue Wang; Ali Anil Demircali; Zhibai Jia; Yuyin Zhou; Juncheng Wu; Mike He; Nitin Chandok; Aarush Sinha; Gaoxiang Luo; Long Le; Mickaël Noyé; Michał Perełkiewicz; Ioannis Pantidis; Tianbo Qi; Soham Sachin Purohit; Letitia Parcalabescu; Thai-Hoa Nguyen; Genta Indra Winata; Edoardo M Ponti; Hanchen Li; Kaustubh Dhole; Jongee Park; Dario Abbondanza; Yuanli Wang; Anupam Nayak; Diogo M Caetano; Antonio A W L Wong; Maria del Rio-Chanona; Dániel Kondor; Pieter Francois; Ed Chalstrey; Jakob Zsambok; Dan Hoyer; Jenny Reddish; Jakob Hauser; Francisco-Javier Rodrigo-Ginés; Suchandra Datta; Maxwell Shepherd; Thom Kamphuis; Qizheng Zhang; Hyunjun Kim; Ruiji Sun; Jianzhu Yao; Franck Dernoncourt; Satyapriya Krishna; Sina Rismanchian; Bonan Pu; Francesco Pinto; Yingheng Wang; Kumar Shridhar; Kalon J Overholt; Glib Briia; Hieu Nguyen; David Quod Soler Bartomeu; Tony CY Pang; Adam Wecker; Yifan Xiong; Fanfei Li; Lukas S Huber; Joshua Jaeger; Romano De Maddalena; Xing Han Lù; Yuhui Zhang; Claas Beger; Patrick Tser Jern Kon; Sean Li; Vivek Sanker; Ming Yin; Yihao Liang; Xinlu Zhang; Ankit Agrawal; Li S Yifei; Zechen Zhang; Mu Cai; Yasin Sonmez; Costin Cozianu; Changhao Li; Alex Slen; Shoubin Yu; Hyun Kyu Park; Gabriele Sarti; Marcin Briański; Alessandro Stolfo; Truong An Nguyen; Mike Zhang; Yotam Perlitz; Jose Hernandez-Orallo; Runjia Li; Amin Shabani; Felix Juefei-Xu; Shikhar Dhingra; Orr Zohar; My Chiffon Nguyen; Alexander Pondaven; Abdurrahim Yilmaz; Xuandong Zhao; Chuanyang Jin; Muyan Jiang; Stefan Todoran; Xinyao Han; Jules Kreuer; Brian Rabern; Anna Plassart; Martino Maggetti; Luther Yap; Robert Geirhos; Jonathon Kean; Dingsu Wang; Sina Mollaei; Chenkai Sun; Yifan Yin; Shiqi Wang; Rui Li; Yaowen Chang; Anjiang Wei; Alice Bizeul; Xiaohan Wang; Alexandre Oliveira Arrais; Kushin Mukherjee; Jorge Chamorro-Padial; Jiachen Liu; Xingyu Qu; Junyi Guan; Adam Bouyamourn; Shuyu Wu; Martyna Plomecka; Junda Chen; Mengze Tang; Jiaqi Deng; Shreyas Subramanian; Haocheng Xi; Haoxuan Chen; Weizhi Zhang; Yinuo Ren; Haoqin Tu; Sejong Kim; Yushun Chen; Sara Vera Marjanović; Junwoo Ha; Grzegorz Luczyna; Jeff J Ma; Zewen Shen; Dawn Song; Cedegao E Zhang; Zhun Wang; Gaël Gendron; Yunze Xiao; Leo Smucker; Erica Weng; Kwok Hao Lee; Zhe Ye; Stefano Ermon; Ignacio D Lopez-Miguel; Theo Knights; Anthony Gitter; Namkyu Park; Boyi Wei; Hongzheng Chen; Kunal Pai; Ahmed Elkhanany; Han Lin; Philipp D Siedler; Jichao Fang; Ritwik Mishra; Károly Zsolnai-Fehér; Xilin Jiang; Shadab Khan; Jun Yuan; Rishab Kumar Jain; Xi Lin; Mike Peterson; Zhe Wang; Aditya Malusare; Maosen Tang; Isha Gupta; Ivan Fosin; Timothy Kang; Barbara Dworakowska; Kazuki Matsumoto; Guangyao Zheng; Gerben Sewuster; Jorge Pretel Villanueva; Ivan Rannev; Igor Chernyavsky; Jiale Chen; Deepayan Banik; Ben Racz; Wenchao Dong; Jianxin Wang; Laila Bashmal; Duarte V Gonçalves; Wei Hu; Kaushik Bar; Ondrej Bohdal; Atharv Singh Patlan; Shehzaad Dhuliawala; Caroline Geirhos; Julien Wist; Yuval Kansal; Bingsen Chen; Kutay Tire; Atak Talay Yücel; Brandon Christof; Veerupaksh Singla; Zijian Song; Sanxing Chen; Jiaxin Ge; Kaustubh Ponkshe; Isaac Park; Tianneng Shi; Martin Q Ma; Joshua Mak; Sherwin Lai; Antoine Moulin; Zhuo Cheng; Zhanda Zhu; Ziyi Zhang; Vaidehi Patil; Ketan Jha; Qiutong Men; Jiaxuan Wu; Tianchi Zhang; Bruno Hebling Vieira; Alham Fikri Aji; Jae-Won Chung; Mohammed Mahfoud; Ha Thi Hoang; Marc Sperzel; Wei Hao; Kristof Meding; Sihan Xu; Vassilis Kostakos; Davide Manini; Yueying Liu; Christopher Toukmaji; Eunmi Yu; Arif Engin Demircali; Zhiyi Sun; Ivan Dewerpe; Hongsen Qin; Roman Pflugfelder; James Bailey; Johnathan Morris; Ville Heilala; Sybille Rosset; Zishun Yu; Peter E Chen; Woongyeong Yeo; Eeshaan Jain; Sreekar Chigurupati; Julia Chernyavsky; Sai Prajwal Reddy; Subhashini Venugopalan; Hunar Batra; Core Francisco Park; Hieu Tran; Guilherme Maximiano; Genghan Zhang; Yizhuo Liang; Hu Shiyu; Rongwu Xu; Rui Pan; Siddharth Suresh; Ziqi Liu; Samaksh Gulati; Songyang Zhang; Peter Turchin; Christopher W Bartlett; Christopher R Scotese; Phuong M Cao; Ben Wu; Jacek Karwowski; Davide Scaramuzza; ...More
PUBLISHED: 2026, SOURCE: NATURE, VOLUME: 649, ISSUE: 8099

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