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arxiv: 2507.06261 · v6 · submitted 2025-07-07 · 💻 cs.CL · cs.AI

Recognition: unknown

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Aahil Mehta, Aaron Archer, Aaron Cohen, Aaron Parisi, Aaron Phillips, A\"aron van den Oord, Aarush Selvan, Aayush Singh, Abbas Abdolmaleki, Abdelrahman Abdelhamed, Abe Friesen, Abe Ittycheriah, Abhanshu Sharma, Abhijit Guha Roy, Abhijit Karmarkar, Abhimanyu Goyal, Abhimanyu Singh, Abhinav Arora, Abhinav Gupta, Abhinav Singh, Abhinit Modi, Abhirut Gupta, Abhishek Bapna, Abhishek Bhowmick, Abhishek Chakladar, Abhishek Jindal, Abhishek Nayyar, Abhishek Rao, Abhishek Sinha, Abodunrinwa Toki, Achintya Singhal, Adaeze Chukwuka, Ada Ma, Ada Maksutaj Oflazer, Adam Bloniarz, Adam Hillier, Adam Kraft, Adam Langley, Adam Lelkes, Adam Paszke, Adam Raveret, Adam R. Brown, Adam Sadovsky, Adam Santoro, Adams Yu, Adam Zhang, Adhi Kuncoro, Adi Gerzi Rosenthal, Adil Dostmohamed, Adi Mayrav Gilady, Aditi Chaudhary, Aditi Mavalankar, Aditya Ayyar, Aditya Chawla, Aditya Gupta, Aditya Kini, Aditya Kusupati, Aditya Pandey, Aditya Shah, Aditya Siddhant, Aditya Srikanth Veerubhotla, Aditya Tripathi, Adnan Ozturel, Adrian Collister, Adrian Goedeckemeyer, Adrian Hutter, Adrian N Reyes, Adri\`a Puigdom\`enech, Adri\`a Recasens, Adrien Ali Ta\"iga, Aedan Pope, Afief Halumi, Afzal Shama Soudagar, Aga \'Swietlik, \'Agoston Weisz, Agustin Dal Lago, Ahmed Chowdhury, Ahmed Eleryan, Ahmed Omran, Ahmet Iscen, Aida Amini, Aijun Bai, Aishwarya Kamath, Aishwarya P S, Ajay Kannan, AJ Maschinot, AJ Piergiovanni, AJ Pierigiovanni, Akanksha Maurya, Alaa Saade, Alain Vaucher, Alan Ansell, Alanna Walton, Alban Rrustemi, Alberto Magni, Albert Webson, Albin Cassirer, Alec Go, Alec Kosik, Ale Hartman, Alejandro Cruzado Ruiz, Alek Andreev, Alekh Agarwal, Aleksandra Faust, Aleksandr Chuklin, Aleksandr Zaks, Alek Wang, Alena Butryna, Alen Carin, Ales Mikhalap, Alessandro Agostini, Alessandro Bissacco, Alessandro Epasto, Alessio Tonioni, Alexander Bykovsky, Alexander Fr\"ommgen, Alexander Grushetsky, Alexander Pritzel, Alexandra Belias, Alexandra Chronopoulou, Alexandra Cordell, Alexandre Fr\'echette, Alexandre Moufarek, Alexandre Ram\'e, Alexandre Senges, Alexandru \c{T}ifrea, Alex Castro-Ros, Alex Chen, Alex Cullum, Alex Druinsky, Alexei Bendebury, Alexey Frolov, Alexey Guseynov, Alexey Kolganov, Alexey Stern, Alexey Svyatkovskiy, Alexey Vlaskin, Alex Fabrikant, Alex Feng, Alex Goldin, Alex Greve, Alex Grills, Alex Gurney, Alex Haig, Alex Hofer, Alex Irpan, Alex Kaskasoli, Alex Kurakin, Alex Lee, Alex Morris, Alex Mossin, Alex Muzio, Alex Pak, Alex Panagopoulos, Alex Polozov, Alex Ramirez, Alex Rav Acha, Alex Ruiz, Alex Salcianu, Alex Siegman, Alex Tomala, Alex Tudor, Alex Vasiloff, Alex Wertheim, Alex Yakubovich, Alex Zhai, Alfonso Casta\~no, Aliaksei Severyn, Alice Chen, Alice Li, Alicia Jin, Alicia Parrish, Ali Elqursh, Ali Eslami, Alif Raditya Rochman, Ali Khodaei, Alireza Nazari, Alisa Fortin, Ali Shah, Allan Dafoe, Allan Zhou, Allen Porter, Allen Wu, Allie Culp, Almog Gueta, Alok Gunjan, Alon Jacovi, Altaf Rahman, Alvaro Caceres, Alvin Abdagic, Alyssa Loo, Aman Prasad, Amayika Panda, Ambrose Slone, Amelio V\'azquez-Reina, Amer Sinha, Amin Ghafouri, Amir Globerson, Amir Hertz, Amir Taubenfeld, Amir Yazdanbakhsh, Amir Zait, Amir Zandieh, Amit Jhindal, Amit Raul, Amit Sabne, Amol Mandhane, Amr Khalifa, Amy Coyle, Amy Hua, Amy Skerry-Ryan, Amy Stuart, Amy Zeng, Anahita Hosseini, Anand Iyer, Anand Rao, Anand Shukla, Ananth Balashankar, Ana Ramalho, Ana Salazar, Anastasia Petrushkina, Anastasija Ili\'c, Anastasios Kementsietsidis, Anca Dragan, Anca Stefanoiu, Andeep Toor, Anders Andreassen, Andr\'as Gy\"orgy, Andrea Banino, Andrea Burns, Andrea D'olimpio, Andrea Gesmundo, Andreas Noever, Andreas Steiner, Andreas Terzis, Andrea Tacchetti, Andreea Marzoca, Andre Elisseeff, Andrei Kapishnikov, Andrei Rusu, Andrei Sozanschi, Andr\'e Susano Pinto, Andrew Audibert, Andrew Bolt, Andrew Bunner, Andrew Dai, Andrew Hard, Andrew Hogue, Andrew Howard, Andrew Lampinen, Andrew Leach, Andrew Lee, Andrew Nystrom, Andrew Over, Andrew Pierson, Andrew Rosenberg, Andrew Xue, Andrey Ryabtsev, Andrey Simanovsky, Andrey Vlasov, Andrii Maksai, Andrija Ra\v{z}natovi\'c, Andy Brock, Andy Crawford, Andy Davis, Andy Forbes, Andy Ly, Andy Twigg, Andy Wan, Aneesh Pappu, Anelia Angelova, Anfal Siddiqui, Angad Chandorkar, Angeliki Lazaridou, Ang\'eline Pouget, Angelo Scorza Scarpati, Angelos Filos, Angel Yeh, Angie Chen, Anhad Mohananey, Anian Ruoss, Aniket Ray, Anil Das, Anima Singh, Animesh Sinha, Anirudh Baddepudi, Anirudh GP, Anita Gergely, Anitha Vijayakumar, Anja Hauth, Ankesh Anand, Ankita Goel, Ankit Anand, Ankit Bhagatwala, Ankit Singh Rawat, Ankur Bapna, Ankur Sharma, Ankur Taly, Anmol Gulati, Anna Bortsova, Anna Bulanova, Anna Goldie, Anna Korsun, Anna Shekhawat, Anne Zheng, Annie Louis, Annie Marsden, Annie Xie, Anselm Levskaya, Anshuman Tripathi, Ante \v{Z}u\v{z}ul, Anthony Brohan, Anthony Chen, Antoine He, Antoine Miech, Antoine Yang, Anton Bakalov, Anton Briukhov, Anton Bulyenov, Antonious Girgis, Anton Kovsharov, Anton Tsitsulin, Anudhyan Boral, Anuj Sharma, Anurag Kumar, Anu Sinha, Apoorv Jindal, Apoorv Kulshreshtha, Apoorv Reddy, Apurv Suman, Archita Vadali, Archit Sharma, Ariel Brand, Arijit Pramanik, Arissa Wongpanich, Arjun Akula, Arjun Kar, Arjun Khare, Arjun Narayanan, Arjun Pillai, Arka Dhar, Arkadiusz Socala, Armand Joulin, Arnar Mar Hrafnkelsson, Arnaud Autef, Aroma Mahendru, Aroonalok Pyne, Arpi Vezer, Arseniy Klimovskiy, Arsha Nagrani, Artem Shtefan, Arthur Bra\v{z}inskas, Arthur Conmy, Arthur Douillard, Arthur Guez, Arthur Nguyen, Arthur Szlam, Artiom Myaskovsky, Art Khurshudov, Artur Dwornik, Artur Mendon\c{c}a, Arturo BC, Arunachalam Narayanaswamy, Arun Ahuja, Arun Kandoor, Arunkumar Byravan, Arunkumar Rajendran, Arun Nair, Arun Narayanan, Arun Suggala, Arushi Gupta, Arvind Kannan, Arvind Neelakantan, Asaf Aharoni, Asahi Ushio, Ashish Gupta, Ashish Shenoy, Ashish Thapliyal, Ashleah Gill, Ashley Brown, Ashok Popat, Ashrith Sheshan, Ashutosh Sathe, Ashwin Balakrishna, Ashwin Chaugule, Ashwin Kakarla, Ashwin Murthy, Ashwin Sreevatsa, Ashwin Vaswani, Ashyana Kachra, Asier Mujika, Assaf Hurwitz Michaely, Asya Fadeeva, Audrey Gutierrez, Aurick Zhou, Auriel Wright, Aurko Roy, Aurora Wei, Austin Huang, Austin Kyker, Austin Myers, Austin Stone, Austin Tarango, Austin Waters, Austin Wu, Averi Nowak, Avery Lamp, Avia Aharon, Avi Caciularu, Aviel Atias, Aviel Boag, Avigail Dabush, Avinatan Hassidim, Aviral Kumar, Avishkar Bhoopchand, Avi Singh, Avital Zipori, Aviv Rosenberg, Avraham Ruderman, Axel Stjerngren, Ayal Hitron, Ayan Chakrabarti, Aybuke Turker, Ayush Dubey, Ayushi Agarwal, Ayzaan Wahid, Azalia Mirhoseini, Babi Seal, Badih Ghazi, Bahar Fatemi, Bahram Raad, Balaji Lakshminarayanan, Balaji Venkatraman, Ballie Sandhu, Bangju Wang, Baochen Sun, Barak Meiri, Bartek Perz, Bartek Wydrowski, Basil Mustafa, Bat-Orgil Batsaikhan, Bea Alessio, Becca Roelofs, Been Kim, Beer Changpinyo, Behnam Neyshabur, Beka Westberg, Beliz Gunel, Ben Albrecht, Ben Caine, Ben Coleman, Ben Golan, Ben Hora, Ben Horn, Benigno Uria, Ben Ingram, Benjamin Beyret, Benjamin Lee, Ben Limonchik, Ben Murdoch, Benny Li, Benoit Schillings, Ben Vargas, Ben Withbroe, Berivan Isik, Berkin Akin, Bernd Bandemer, Bernd Bohnet, Bernett Orlando, Bethanie Brownfield, Betty Chan, Bharath Mankalale, Bhargav Kanagal Shamanna, Bhavishya Mittal, Bhuvana Ramabhadran, Biao Zhang, Bibo Xu, Bidisha Samanta, Bilal Piot, Bill Jia, Bill Rosgen, Billy Porter, Bilva Chandra, Binbin Xiong, Bing Wang, Bingyuan Liu, Bing Zhang, Bin Ni, Blagoj Mitrevski, Blair Kutzman, Blake Hechtman, Blake JianHang Chen, Blanca Huergo, Bla\v{z} Bratani\v{c}, Bobak Shahriari, Bo Chang, Bogdan Damoc, Bo-Juen Chen, Bo Li, Bonnie Li, Boone Severson, Bo Pang, Boqing Gong, Borja De Balle Pigem, Bo Wang, Bowen Liang, Boya Fang, Boyu Wang, Brad Hekman, Brendan Jou, Brendan McMahan, Brendan O'Donoghue, Brian Albert, Brian Farris, Brian Roark, Brian Walker, Brian Wieder, Bryan Gale, Bryan Perozzi, Bryan Richter, Bryan Seybold, Bryant Gipson, Bryce Petrini, Buhuang Liu, Burcu Karagol Ayan, Caden Lu, Caglar Unlu, Caitlin Sikora, Caleb Habtegebriel, Candice Schumann, Canfer Akbulut, Canoee Liu, Carey Radebaugh, Carla Bromberg, Carl Doersch, Carl Lebsack, Carlos Gu\'ia, Carl Saroufim, Carolina Parada, Caroline Pantofaru, Carrie Grimes Bostock, Carrie Muir, Carrie Zhang, Casper Liu, Cassidy Hardin, Catalin Ionescu, Catarina Barros, Cat Graves, Cath Hope, Cathy Yip, Celine Smith, Cesar Magalhaes, Ceslee Montgomery, Ce Zheng, Chace Lee, Chaitra Hegde, Chak Yeung, Chandu Thekkath, Chanel Parks, Chang Liu, Changwan Ryu, Chang Ye, Chansoo Lee, Chaochao Yan, Chao Jia, Chao Wang, Chaoyi Zhang, Charles Blundell, Charles Chen, Charles Kwong, Charles Sutton, Charles Yoon, Charlie Chen, Charline Le Lan, Charlotte Magister, Chase Malik, Chas Leichner, Chawin Sitawarin, Cheng-Chun Lee, Chengda Wu, Cheng Li, Chengrun Yang, Chengxi Ye, Chenjie Gu, Chenkai Kuang, Chen Liang, Chen Su, Chen Wang, Chenxi Liu, Chenxi Pang, Chen-Yu Lee, Chen Zhu, Cheolmin Kim, Chester Kwak, Chetan Tekur, Chia-Hua Ho, Chih-Kuan Yeh, Chi Ming To, Chinmay Kulkarni, Chin-Yi Cheng, Chirag Nagpal, Chiyuan Zhang, Chi Zou, Chizu Kawamoto, Cho-Jui Hsieh, Chongyan Chen, Chongyang Shi, Chong You, Chris Alberti, Chris Apps, Chris Breaux, Chris Duvarney, Chris Hahn, Chris Hidey, Chris Knutsen, Chris Rawles, Chris Sauer, Chris Tar, Christian Frank, Christian Reisswig, Christian Schallhart, Christian Schuler, Christian Walder, Christian Wright, Christina Butterfield, Christina Sorokin, Christine Chan, Christine Kaeser-Chen, Christof Angermueller, Christo Kirov, Christopher A. Choquette-Choo, Christopher Semturs, Christopher Yew, Christoph Hirnschall, Christy Koh, Chris Welty, Chrysovalantis Anastasiou, Chu-Cheng Lin, Chulayuth Asawaroengchai, Chu-ling Ko, Chung-Ching Chang, Chun-Sung Ferng, Chun-Te Chu, Chuqiao (Joyce) Xu, Chuyuan Kelly Fu, Cicero Nogueira dos Santos, Cindy Fan, Cindy Wang, Cip Baetu, Ciprian Chelba, CJ Carey, CJ Zheng, Claire Cui, Claire Sha, Clara Barbu, Clara Huiyi Hu, Claudio Fantacci, Clayton Sanford, Clemens Meyer, Clement Farabet, Colin Cherry, Coline Devin, Colin Evans, Colin Gaffney, Colin Ji, Colton Bishop, Congchao Wang, Conglong Li, Connie Fan, Connie Tao, Connor Schenck, Corbin Quick, Cordelia Schmid, Corentin Tallec, Corey Fry, Cory McLean, Cosmin Paduraru, Cosmo Du, Courtney Biles, Craig Schiff, Craig Swanson, Cristian Udrescu, Cristina Vasconcelos, Da-Cheng Juan, Da Huang, Dahun Kim, Daisuke Ikeda, Daiyi Peng, Dale Johnson, Dale Webster, Dalia El Badawy, Damien Vincent, Damion Yates, Dana Alon, Dana Berman, Dan Abolafia, Dan A. Calian, Dan Bahir, Dan Belov, Dan Deutsch, Dan Ethier, Danfeng Qin, Dan Garrette, Dan Goldberg, Dan Graur, Dangyi Liu, Dan Holtmann-Rice, Dan Horgan, Daniel Andor, Daniel Balle, Daniel De Freitas, Daniele Calandriello, Daniele Pighin, Daniel Eppens, Daniel Formoso, Daniel Gillick, Daniel Golovin, Daniel Hernandez Diaz, Daniel Jarrett, Daniel Kasenberg, Daniel Keysers, Danielle Eisenbud, Daniel McDuff, Daniel Murphy, Daniel Rodriguez, Daniel Sohn, Daniel Suo, Daniel Toyama, Daniel Vlasic, Daniel von Dincklage, Daniel Winter, Daniel Zheng, Daniil Mirylenka, Danila Sinopalnikov, Danilo Martins, Dani Naboulsi, Dan Karliner, Dan Malkin, Danny Driess, Danny Karmon, Danny Swisher, Danny Tarlow, Danny Vainstein, Dan Suh, Dan Zhang, Dan Zheng, Dara Bahri, Daria \'Curko, Dario de Cesare, Darren Ni, Dave Dopson, Dave Lacey, Dave Orr, Dave Uthus, David Amos, David Barker, David Bieber, David D'Ambrosio, David Du, David Gaddy, David Greene, David Kao, David Klinghoffer, David Lindner, David Madras, David Parkinson, David Raposo, David Reid, David Reitter, David Rim, David Ross, David Saxton, David Sharon, David Silver, David Soergel, David Steiner, David Tian, David Vilar Torres, David Welling, David Wood, Dawei Jia, Dawid Wegner, Dawn Bloxwich, Dawn Chen, Da-Woon Chung, Dawsen Hwang, Dayeong Lee, Dayou Du, Da Yu, Dean Hirsch, Dean Reich, Dean Weesner, Dee Cattle, Dee Guo, Deepak Ramachandran, Deepak Sharma, Deepali Jain, Deepanway Ghoshal, Deep Karkhanis, Demetra Brady, Demis Hassabis, Denis Petek, Denis Teplyashin, Denis Vnukov, Dennis Duan, Dennis Hsu, Denny Zhou, Derek Cheng, Derek Gasaway, Derek Lockhart, Dero Gharibian, Desi Ivanov, Dessie Petrova, Dheeru Dua, Dhriti Varma, Dhruva Bhaswar, Dhruv Madeka, Dhruv Shah, Dia Kharrat, Diana Mincu, Dian Yu, Diego Antognini, Diego Ardila, Diego Cedillo, Diego Machado, Dilip Krishnan, Di Lu, Dima Damen, Dimitrios Vytiniotis, Dimitris Paparas, Dimple Vijaykumar, Dinesh Tewari, Dipanjan Das, Dipankar Ghosh, Dirk Robinson, Disha Jindal, Disha Shrivastava, Divya Jain, Divyansh Shukla, Divya Pitta, Divya Tyam, DJ Strouse, Dmitry Kalashnikov, Dmitry Lepikhin, Domagoj \'Cevid, Dominika Rogozi\'nska, Dominik Grewe, Dominik Paulus, Donghyun Cho, Dongkai Chen, Don Metzler, Donnie Kim, Doron Kukliansky, Dorsa Sadigh, Doug DeCarlo, Doug Fritz, Douglas Eck, Doug Reid, Dragos Dena, Dre Mahaarachchi, Drew Garmon, Dror Marcus, Duc Dung Nguyen, Duc-Hieu Tran, Duhyeon Kim, Duncan Smith, Duncan Williams, Du Phan, Dustin Tran, Dustin Zelle, Duy Nguyen, DY Kim, Dylan Scandinaro, Ebrahim Songhori, Ed Chi, Eddie Cao, Eden Cohen, Ed Hirst, Edouard Leurent, Edouard Rosseel, Edouard Yvinec, Edward Chou, Edward Lee, Edward Loper, Efrat Farkash, Efrat Nehoran, Efren Robles, Ehsan Amid, Eirikur Agustsson, Ela Gruzewska, Elahe Dabir, Elan Rosenfeld, Eleftheria Briakou, Elena Buchatskaya, Elena Gribovskaya, Elena Pochernina, Eleni Shaw, Eli Collins, Elijah Lawal, Elijah Peake, Elinor Davies, Eli Stickgold, Elizabeth Cole, Elizabeth Kemp, Elizabeth Nielsen, Elizabeth Salesky, Eliza Rutherford, Ellie Pavlick, Ellie Talius, Elnaz Davoodi, Emanuel Taropa, Emiel Hoogeboom, Emilio Parisotto, Emily Caveness, Emily Graves, Emily Nottage, Emily Pitler, Emily Wood, Emily Xue, Emma Cooney, Emma Dunleavy, Emma Wang, Enrique Piqueras, Eran Ofek, Eren Sezener, Erica Moreira, Eric Bailey, Eric Bieber, Eric Chu, Eric Doi, Eric Ge, Eric Jia, Eric Li, Eric Malmi, Eric Ni, Eric Noland, Eric Wang, Erika Gemzer, Erik Jue, Erin Farnese, Ester Hlavnova, Eszter V\'ertes, Ethan Dyer, Ethan Liang, Ethan Mahintorabi, Etienne Pot, Eugene Ie, Eugene Weinstein, Eug\'enie Rives, Eugen Vu\v{s}ak, Eunyoung Kim, Eva Lu, Evan Palmer, Evan Rosen, Evan Senter, Eva Schnider, Evgenii Eltyshev, Evgeny Gladchenko, Evgeny Sluzhaev, Ewa Andrejczuk, Eyal Ben-David, Eyal Marcus, Fabian Fuchs, Fabian Mentzer, Fabian Pedregosa, Fabio Pardo, Fabio Viola, Fan Bu, Fangda Li, Fangtao Li, Fangxiaoyu Feng, Fangyu Liu, Fanny Wei, Fantine Huot, Fan Yang, Fan Ye, Farooq Ahmad, Faruk Ahmed, Fayaz Jamil, Federico Lebron, Federico Piccinini, Fedir Zubach, Fei Liu, Fei Xia, Fei Zheng, Felipe Tiengo Ferreira, F\'elix de Chaumont Quitry, Felix Fischer, Felix Gimeno, Felix Halim, Felix Hernandez-Campos, Felix Riedel, Felix Weissenberger, Felix Wu, Feng Han, Ferjad Naeem, Fernando Pereira, Ferran Alet, Feryal Behbahani, Filip Paveti\'c, Filippo Graziano, Fiona Lang, Flavien Prost, Flip Korn, Florence Perot, Florent Altch\'e, Florian Hartmann, Florian Luisier, Folawiyo Campbell-Ajala, Fotis Iliopoulos, Four Flynn, Fran\c{c}oise Beaufays, Fran\c{c}ois-Xavier Aubet, Francesco Bertolini, Francesco Piccinno, Francesco Pongetti, Frank Ding, Frankie Garcia, Frank Kim, Franz Och, Fred Alcober, Fred Bertsch, Frederick Liu, Frederik Benzing, Fred Zhang, Fuzhao Xue, Gabby Wang, Gabe Barth-Maron, Gabe Taubman, Gabriela Botea, Gabriela Surita, Gabriel Barcik, Gabriel Dulac-Arnold, Gabriel Ibagon, Gabriel Rasskin, Ga\"el Liu, Gagan Bansal, Gal Yona, Ganesh Jawahar, Ganesh Mallya, Ganesh Poomal Girirajan, Gang Li, Gang Wu, Ganna Raboshchuk, Gan Song, Gareth Evans, Gargi Balasubramaniam, Garrett Bingham, Garrett Honke, Garrett Tanzer, Gary Leung, Gary Wang, Gaurav Menghani, Gaurav Mishra, Gaurav Singh Tomar, Gautam Prasad, Gautam Vasudevan, Gavin Buttimore, Ga-Young Joung, Gell\'ert Weisz, Gena Gibson, Geng Yan, Geoff Bacon, Geoff Brown, Geoff Clark, Geoffrey Cideron, George-Cristian Muraru, George Kenwright, George Necula, George Papamakarios, George Polovets, George Powell, George Scrivener, Georges Rotival, George Tucker, George van den Driessche, George Zhang, Georgie Evans, Georgi Karadzhov, Georgios Evangelopoulos, Georgi Stephanov, Georgi Stoyanov, Georgi Todorov, Geta Sampemane, Geza Kovacs, Gheorghe Comanici, Gil Fidel, Gilles Baechler, Girish Ramchandra Rao, Gitartha Goswami, Giulia Vezzani, Gladys Tyen, Gleb Makarchuk, Gloria Shen, Golan Pundak, Golnaz Ghiasi, Goran Petrovic, Goran \v{Z}u\v{z}i\'c, Gowoon Cheon, Grace Chen, Grace Chu, Grace Chung, Grace Hu, Grace Vesom, Greg Billock, Greg Farquhar, Greg Kochanski, Gregory Dibb, Gregory Shaw, Gregory Thornton, Grigory Rozhdestvenskiy, Grishma Chole, GS Oh, Guangda Lai, Guangxing Han, Guanjie Chen, Guan Sun, Guanyu Wang, Gufeng Zhang, Gui Citovsky, Guilherme Tubone, Guillaume Desjardins, Guillermo Garrido, Guohui Wang, Guolong Su, Guowang Li, Guru Guruganesh, Guy Bensky, Hadar Shemtov, Hadas Natalie Vogel, Hadi Hashemi, Hado van Hasselt, Hagai Taitelbaum, Hagen Soltau, Haichuan Yang, Haiguang Li, Hai Qian, Haiqiong Li, Hairong Mu, Haitian Sun, Hamidreza Alvari, Hamish Tomlinson, Hana Strej\v{c}ek, Han Fu, Hang Qi, Hanie Sedghi, Hanjun Dai, Han Ke, Hannah Brennan, Hannah DeBalsi, Hannah Forbes-Pollard, Hannah Kirkwood, Hannah Muckenhirn, Hannah Teufel, Hanna Klimczak-Pluci\'nska, Hansa Srinivasan, Hanwen Chen, Hanzhao Lin, Hao Liu, Haotian Tang, Hao Xiong, Hao Xu, Hao Zhang, Hao Zheng, Hao Zhou, Harish Ganapathy, Harish Rajamani, Harman Singh, Haroon Qureshi, Harrison Jobe, Harry Askham, Harry Ragan, Harshal Tushar Lehri, Harsh Mehta, Hartwig Adam, Hassan Mansoor, Hayato Kobayashi, Heidi Howard, Heiga Zen, Helena Pankov, Helen King, Helen Miller, Helen Ran, Heming Ge, Hen Fitoussi, Heng Chen, Heng-Tze Cheng, Henrik Jacobsson, Henry Griffiths, Henryk Michalewski, Henry Prior, Henry Wang, Heri Zhao, Herman Schmit, Hexiang Hu, Hideto Kazawa, Hidetoshi Shimokawa, Hilal Dib, Hila Noga, Hila Sheftel, Himadri Choudhury, Himanshu Gupta, Himanshu Sahni, Himanshu Srivastava, Hisham Husain, Hoang Nguyen, Hoi Lam, Hongbin Liu, Hongji Li, Hongkun Yu, Honglei Zhuang, Hongliang Fei, Honglin Yu, Honglong Cai, Hongrae Lee, Hongxu Ma, Hongyang Jiao, Hongzhi Shi, Horia Toma, Howard Zhou, H\r{a}vard Garnes, Huan Gui, Huanjie Zhou, Hubert Soyer, Hugo Song, Hugo Vallet, Hui (Elena) Li, Hui Huang, Huijian Li, Hui Peng, Huisheng Wang, Hui Wan, Huiyu Wang, Hui Zheng, Huizhong Chen, Hung Nguyen, Hussain Masoom, Hyeontaek Lim, Hyo Lee, HyunJeong Choe, Iain Barr, Ian Chou, Ian Gemp, Ian Mackinnon, Ian Stewart-Binks, Ice Pasupat, Idan Brusilovsky, Idan Heimlich Shtacher, Idan Szpektor, Ido Kessler, Iftekhar Naim, Igor Karpov, Igor Krivokon, Igor Mordatch, Igor Petrovski, Ila\"i Deutel, Ilia Akolzin, Ilia Labzovsky, Ilia Shumailov, Ilkin Safarli, Ilya Figotin, Ilya Kornakov, Immanuel Odisho, I\~naki Iturrate, Inderjit Dhillon, Indro Bhattacharya, Ioana Bica, Ioana Mihailescu, Ionel Gog, Irene Cai, Irene Giannoumis, Irina Blok, Irina Jurenka, Isaac Galatzer-Levy, Isaac Noble, Isaac Tian, Isabela Albuquerque, Isabel Edkins, Isabel Gao, Isabel Leal, Isabelle Guyon, Ishaan Malhi, Ishaan Watts, Ishita Dasgupta, Itay Karo, Itay Laish, Itay Yona, Iulia Com\c{s}a, Iurii Kemaev, Ivana Balazevic, Ivan Jurin, Ivan Korotkov, Ivan Lobov, Ivor Rendulic, Ivy Zheng, Izhak Shafran, Jack Rae, Jackson Tolins, Jack Weber, Jacky Liang, Jacob Austin, Jacob Scott, Jad Al Abdallah, Jae Yoo, Jaeyoun Kim, Jai Gupta, Jake Abernethy, Jake Ades, Jake Marcus, Jake Walker, Jakub Adamek, James Allingham, James An, James Atwood, James Besley, James Cobon-Kerr, James Cohan, James Freedman, James Huang, James Keeling, James Lee-Thorp, James Lottes, James Lyon, James Manyika, James Martens, James Noraky, James Qin, James Rubin, James Svensson, James Swirhun, James Thornton, James Wendt, James Zhao, Jamie Hall, Jamie Hayes, Jamie Rogers, Jamie Smith, Jane Labanowski, Jane Park, Jane Shapiro, Jannis Bulian, Jan-Thorsten Peter, Jan Wassenberg, Jared Lichtarge, Jarek Wilkiewicz, Jarred Barber, Jarrod Kahn, Jasmine George, Jasmine Liu, Jason Baldridge, Jason Chang, Jason Chase, Jason Lee, Jason Lin, Jason Riesa, Jasper Snoek, Jaume Sanchez Elias, Javad Azizi, Javier Rey, Javier Snaider, Jayaram Mudigonda, Jay Hartford, Jay Hoover, Jay Pavagadhi, Jay Whang, JD Chen, JD Choi, JD Co-Reyes, Jean-Baptiste Alayrac, Jean-Baptiste Lespiau, Jean-Michel Sarr, Jean Pouget-Abadie, Jean Tarbouriech, Jed Borovik, Jed McGiffin, Jeff Dean, Jeffrey Dudek, Jeffrey Hui, Jeffrey Zhao, Jeff Stanway, Jennie Lees, Jennifer Beattie, Jennifer Brennan, Jennifer Prendki, Jennifer She, Jennimaria Palomaki, Jenny Brennan, Jenny Lee, Jens Heitkaemper, Jeongwoo Ko, Jeremiah Liu, Jeremiah Willcock, Jeremy Chen, Jeremy Cole, Jeremy Selier, Jeremy Shar, Jeremy Wiesner, Jerome Connor, Jerry Chang, Jerry (Chun-Ting) Liu, Jeshwanth Challagundla, Jesse Emond, Jessica Austin, Jessica Hamrick, Jessica Lo, Jewel Zhao, Jiageng Zhang, Jiahao Cai, Jiajun Shen, Jialin Wu, Jialu Liu, Jiaming Luo, Jiaming Shen, Jian Li, Jianling Wang, Jianmin Chen, Jianmo Ni, Jianqiao Liu, Jiao Sun, Jiaqi Mu, Jiaqi Pan, Jiawei Cao, Jiawei Xia, Jiaxian Guo, Jiayu Ye, Jiazhong Nie, Jichuan Chang, Jie Feng, Jie Han, Jieming Mao, Jiepu Jiang, Jie Ren, Jieru Hu, Jieru Mei, Jie Tan, Jiewen Tan, Jifan Zhu, Jiho Choi, Jiho Park, Jilei (Jerry) Wang, Jilin Chen, Ji Liu, Jim Sproch, Jim Stephan, Jincheng Luo, Jindong Gu, Jingcao Hu, Jing Chen, Jingchen Ye, Jingjing Chen, Jing Li, Jing Lu, Jing Wang, Jingwei Shen, Jingwei Zhang, Jing Xie, Jing Xiong, Jingyu Cui, Jinhyuk Lee, Jinliang Wei, Jinmeng Rao, Jin Miao, Jinning Li, Jinoo Baek, Jinwei Xing, Jin Xie, Jinyu Xie, Jiri Simsa, Jitendra Harlalka, JK Kearns, Joana Iljazi, Joan Puigcerver, Joao Carreira, Jo\~ao Gabriel Oliveira, Jo Chick, Joe Heyward, Joe Jiang, Joe Kelley, Joe Kovac, Joel D'sa, Joel Wee, Joe Stanton, Joe Zou, Johan Ferret, Johannes Griesser, Johannes Mauerer, Johan Schalkwyk, John Aslanides, John Blitzer, John Karro, John Lambert, John Maggs, John Nham, John Palowitch, John Schultz, Johnson Jia, John Wieting, John Youssef, Jonas Adler, Jonas Valfridsson, Jonathan Halcrow, Jonathan Heek, Jonathan Herzig, Jonathan Hoech, Jonathan Lai, Jonathan Lee, Jonathan Mallinson, Jonathan Malmaud, Jonathan Tompson, Jon Blanton, Jon Clark, Jongbin Park, Jong Lee, Jonni Kanerva, Jon Schneider, Jon Simon, Jon Stritar, Joost van Amersfoort, Jordan Griffith, Jordan Grimstad, Jordi Orbay, Jordi Pont-Tuset, J\"org Bornschein, Jorge Gonzalez Mendez, Josef Broder, Josef Dean, Jos\'e Leal, Joseph Kready, Joseph Pagadora, Josh Camp, Josh Dillon, Josh Feldman, Josh Jacob, Josh Lipschultz, Josh Newlan, Josh Smith, Joshua Ainslie, Joshua Howland, Joshua Kessinger, Josh Woodward, Josip Djolonga, Josip Matak, Joss Moore, Jovana Mitrovi\'c, Julia Di Trapani, Juliana Vicente Franco, Julian Eisenschlos, Julian Odell, Julian Salazar, Julian Walker, Julia Pawar, Julia Proskurnia, Julie Jin, Julien Amelot, Juliette Love, Juliette Pluto, Junehyuk Jung, Junhao Zeng, Junhyuk Oh, Junjie Wang, Junlin Zhang, Jun Qian, Junquan Chen, Junru Wu, Junwei Yuan, Junwen Bai, Junwhan Ahn, Jun Xu, Jun Yan, Justin Chiu, Justin Frye, Justin Fu, Justin Gilmer, Justin Mao-Jones, Justin Snyder, Jyn Shan, Kaan Katircioglu, Kaan Tekelioglu, Kacper Krasowiak, Kai Bailey, Kai Chen, Kai Hui, Kai Kang, Kaisheng Yao, Kaiyang Ji, Kaiz Alarakyia, Kai Zhao, Kalesha Bullard, Kalpesh Krishna, Kalyan Andra, Kamyu Lee, Kanav Garg, Kanishka Rao, Karan Gill, Kareem Ayoub, Kareem Mohamed, Karel Lenc, Karina Zainullina, Karol Gregor, Karolis Misiunas, Karol Langner, Karthik Duddu, Karthik Raman, Kartik Audhkhasi, Kartikeya Badola, Kashyap Kolipaka, Kashyap Krishnakumar, Kaspar Daugaard, Kate Baumli, Kate Lee, Kate Lin, Kate Olszewska, Katerina Tsihlas, Katherine Lee, Kathie Wang, Katie Millican, Katie Zhang, Katrina (Xinyi) Xu, Kaushal Patel, Kaushik Shivakumar, Kavya Kopparapu, Kayi Lee, Kay Lamerigts, Kay McKinney, Kazuki Osawa, Kazuma Hashimoto, Ke Chen, Kedar Dhamdhere, Kedar Soparkar, Keerthana Gopalakrishnan, Kefan Xiao, Kehang Han, Keisuke Kinoshita, Keith Rush, Kellie Webster, Kelly Chen, Kelvin Chan, Kelvin Guu, Kelvin Nguyen, Kelvin Xu, Kelvin Zhang, Kelvin Zheng, Ken Burke, Ken Caluwaerts, Ken Franko, Kenny Vassigh, Kenton Lee, Keran Rong, Keshav Shivam, Kevin Aydin, Kevin Cen, Kevin Hui, Kevin Kilgour, Kevin Lee, Kevin Mather, Kevin R. McKee, Kevin Sequeira, Kevin Villela, Kexin Zhu, Keyang Xu, Keyvan Amiri, Khalid Salama, Khe Chai Sim, Khiem Pham, Khuslen Baatarsukh, Khyatti Gupta, Kieran Milan, Kilol Gupta, Kingshuk Dasgupta, Kingshuk Majumder, Kiranbir Sodhia, Kiran Vodrahalli, Kiran Yalasangi, Klaus Macherey, Klemen Kloboves, Kleopatra Chatziprimou, Koji Kojima, Komal Jalan, Konstantinos Bousmalis, Koray Kavukcuoglu, Kornraphop Kawintiranon, Kostas Andriopoulos, KP Sawhney, Krishan Subudhi, Krishna Haridasan, Krishna Somandepalli, Kristen Chiafullo, Kristian Kjems, Kristina Greller, Kristina Toutanova, Kritika Muralidharan, Krzysztof Choromanski, Krzysztof Jastrz\k{e}bski, Kuang-Huei Lee, Kuangyuan Chen, Kumaran Venkatesan, Kunal Lad, Kuntal Sengupta, Kuo Lin, Kurt Shuster, Kushal Chauhan, Kushal Majmundar, Kush Bhatia, Kyle He, Kyle Kastner, Kyriakos Axiotis, Kyuyeun Kim, Lalit Jain, Lam Nguyen Thiet, Lampros Lamprou, Lantao Mei, Lara McConnaughey, Larisa Markeeva, Larry Jin, Lars Lowe Sjoesund, Laura Graesser, Laurel Prince, Lauren Agubuzu, Lauren Beltrone, Lauren Lax, Laurent El Shafey, Lawrence Chan, Lawrence Moore, Leandro Kieliger, Legg Yeung, Le Hou, Lei Meng, Lei Shu, Lei Zhang, Leland Rechis, Leonard Berrada, L\'eonard Hussenot, Leon Li, Leon Liu, Lesley Katzen, Leslie Baker, Leslie Nooteboom, Levent Bolelli, Lev Proleev, Lewis Chiang, Lewis Ho, Lexi Baugher, Le Yan, Liam MacDermed, Liam McCafferty, Liang Bai, Liangchen Luo, Liangzhe Yuan, Libin Bai, Lihao Liang, Lijie Fan, Lijie Ren, Lijun Yu, Li Lao, Li Li, Li Liu, Lily Lin, Lily Wang, Linda Deng, Linda Friso, Ling Wu, Linhai Qiu, Linting Xue, Lin Yang, Lin Zhuo, Lior Belenki, Lior Madmoni, Lior Shani, Liqian Peng, Liqun Cheng, Lisa Anne Hendricks, Lisa Lee, Lisa Patel, Lisa Wang, Livio Baldini Soares, Liviu Panait, Li Xiao, Li Zhong, Lizzetth Bellot, Lizzie Tao, Lloyd Hightower, Lluis Castrejon, Logan Kilpatrick, Loic Matthey, Long Le, Long Zhao, Lora Aroyo, Loren Maggiore, Lorenzo Blanco, Lotte Weerts, Louis O'Bryan, Louis Rouillard, Lubo Litchev, Lucas Gonzalez, Lucas Manning, Lucia Loher, Lucian Ionita, Lucia Rossazza, Lucio Dery, Lucy Kim, Luheng He, Lu Huang, Luisa Zintgraf, Luis Castro, Luis C. Cobo, Lukas Haas, Lukas Zilka, Lukasz Lew, Luke Leonhard, Luke Marris, Luke Vilnis, Lu Li, Lu Liu, Luming Tang, Lun Wang, Luowei Zhou, Luo Yu, Luyang Liu, Luyao Xu, Lydia Lihui Zhang, Lynn Nguyen, Machel Reid, Maciej Kula, Maciej Miku{\l}a, Mackenzie Thomas, Madeleine Clare Elish, Madhavi Sewak, Madhavi Yenugula, Maggie Song, Maggie Tran, Mahan Malihi, Mahdi Mirzazadeh, Mahdis Mahdieh, Mahmoud Alnahlawi, Mahyar Bordbar, Mai Gim\'enez, Maigo Le, Majd Al Merey, Majid Hadian, Malcolm Reynolds, Malika Mehrotra, Manaal Faruqui, Mandar Joshi, Mandar Sharma, Mandy Guo, Mandy Jordan, Manfred Warmuth, Manish Gupta, Manish Reddy Vuyyuru, Manolis Delakis, Mansi Gupta, Mantas Pajarskas, Manu Agarwal, Manuel Tragut, Mara Finkelstein, Marc\'aurelio Ranzato, Marc Brockschmidt, Marcel Blistein, Marcella Valentine, Marcello Maggioni, Marcel Prasetya, Marcin Sieniek, Marco Andreetto, Marco Fornoni, Marco Gelmi, Marco Liang, Marco Selvi, Marco Tagliasacchi, Marco Tulio Ribeiro, Marcus Wainwright, Marcus Wu, Marc Wilson, Maria Bauza, Maria Ivanova, Marianne Monteiro, Mariano Schain, Maria Voitovich, Maria Wang, Mariella Sanchez-Vargas, Marija Kostelac, Mariko Iinuma, Mario Lu\v{c}i\'c, Mario Pinto, Marissa Giustina, Marissa Ikonomidis, Mark Brand, Mark Collier, Mark Epstein, Mark Geller, Mark Graham, Mark Kurzeja, Mark Murphy, Mark Omernick, Marko Velic, Markus Freitag, Markus Kunesch, Markus Mircea, Martin Baeuml, Martin Chadwick, Martin Izzard, Martin Matysiak, Martin Nikoltchev, Martin Polacek, Martin Scholz, Martin Sevenich, Martin Sundermeyer, Martin Zlocha, Marvin Chow, Marvin Ritter, Maryam Majzoubi, Mary Cassin, Mary Jasarevic, Mary Phuong, Masa Yamaguchi, Masha Samsikova, Mason Dimarco, Massimo Nicosia, Matan Cohen, Matan Eyal, Matej Kastelic, Mateo Wirth, Matheus Wisniewski, Mathias Bellaiche, Mathieu Blondel, Matija Kecman, Matko Bo\v{s}njak, Matt Dibb, Matteo Hessel, Matt Ginsberg, Matt Harvey, Matthew Bilotti, Matthew Denton, Matthew Johnson, Matthew Mauger, Matthew Rahtz, Matthew Tung, Matthew Watson, Matthew Wiethoff, Matthias Lochbrunner, Matt Hoffman, Matt Lawlor, Matt Miecnikowski, Matt Miller, Matt Thomas, Matt Young, Maulik Shah, Maura O'Brien, Mauro Verzetti, Max Bain, Max Chang, Max Dylla, Maximilian Sieb, Maxim Krikun, Maxine Deines, Max Schumacher, Maxwell Chen, Maya Meng, Mayank Daswani, Mayank Lunayach, Mayank Upadhyay, Meenu Gaba, Meet Gandhi, Megan Barnes, Megan Shum, Megha Goel, Megha Mohabey, Megha Nawhal, Megh Umekar, Mehadi Hassen, Mehdi Hafezi Manshadi, Mehran Kazemi, Meiqi Guo, Meiyan Xie, Melissa Tan, Melvin Johnson, Mencher Chiang, Mengchao Wang, Meng Wei, Metin Toksoz-Exley, MH Tessler, Mia Chen, Miaosen Wang, Michael Bendersky, Michael Collins, Michael Elabd, Michael Fink, Michael Guzman, Michael Han, Michael Isard, Michael Kilgore, Michael Mathieu, Michael Moffitt, Michael Pliskin, Michael Quinn, Michael Riley, Micha\"el Sander, Michael Tschannen, Michael Voznesensky, Michael Wunder, Michal Jastrzebski, Michal Sokolik, Michal Yarom, Michela Paganini, Michele Bevilacqua, Michelle Liu, Michelle Plantan, Michiel Bakker, Michiel Blokzijl, Mihaela Rosca, Mihai Damaschin, Mihai Dorin Istin, Mihajlo Velimirovi\'c, Mike Bernico, Mike Burrows, Mike Dusenberry, Mike Kwong, Mikel Rodriguez, Mike Schaekermann, Mikhail Dektiarev, Mikhail Sirotenko, Mikhail Sushkov, Mikita Sazanovich, Miko{\l}aj Rybi\'nski, Milad Nasr, Miltos Allamanis, Mimi Ly, Mina Khan, Min Choi, Mingcen Gao, Mingda Zhang, Ming-Hsuan Yang, Mingqing Chen, Mingqiu Wang, Ming-Wei Chang, Mingyang Ling, Mingyang Zhang, Mingyao Yang, Ming Zhang, Minh Giang, Minh Truong, Min Kim, Min Ma, Minmin Chen, Miranda Aperghis, Mirek Ol\v{s}\'ak, Mirko Rossini, Misha Bilenko, Mislav \v{Z}ani\'c, Mitchelle Rasquinha, Miteyan Patel, Mohak Patel, Mohamed Elhawaty, Mohamed Hammad, Mohammad Babaeizadeh, Mohammad Hossein Bateni, Mohammad Javad Hosseini, Mohammad Saleh, Mohammed Badawi, Mohit Agarwal, Mohit Sharma, Mojtaba Seyedhosseini, Mona El Mahdy, Monica Roy, Montse Gonzalez Arenas, Moran Ambar, Morgane Lustman, Morgane Rivi\`ere, Morgan Redshaw, Mor Hazan Taege, Morteza Zadimoghaddam, Mo Shomrat, Mostafa Dehghani, Motoki Sano, Mu Cai, Mudit Bansal, Mudit Verma, Muge Ersoy, Muhuan Huang, Mukul Bhutani, Mukundan Madhavan, Mukund Raghavachari, Mukund Sridhar, Mukund Sundararajan, Muqthar Mohammad, Muye Zhu, Myle Ott, Myriam Khan, Nacho Cano, Nadav Olmert, Nagabhushan Baddi, Naina Raisinghani, Naman Goyal, Nami Akazawa, Nam Nguyen, Namrata Godbole, Nana Nti, Nancy Yuen, Nan Ding, Nan Hua, Nan-Jiang Jiang, Natalia Ponomareva, Natalie Axelsson, Natalie Clay, Natalie Dabney, Natalie Ha, Natan Potikha, Natasha Noy, Nate Hurley, Nate Kushman, Nathalie Rauschmayr, Nathan Byrd, Nathan Clement, Nathan Howard, Nathaniel Braun, Nathan Lintz, Nathan Waters, Naveen Kumar, Navin Sarma, Navneet Potti, Ndaba Ndebele, Ndidi Elue, Neel Kovelamudi, Neera Vats, Neesha Subramaniam, Neha Jha, Neha Sharma, Nelson George, Nemanja Raki\'cevi\'c, Nenad Tomasev, Neslihan Bulut, Nevan Wichers, Nguyet Minh Phu, Niccol\`o Dal Santo, Nicholas FitzGerald, Nicholas Roth, Nick Fernando, Nick Li, Nick Roy, Nick Sukhanov, Nick Young, Nico Duduta, Nicola De Cao, Nicolas Heess, Nicolas Lacasse, Nicolas Perez-Nieves, Nicolas Serrano, Nicole Brichtova, Nigamaa Nayakanti, Niharika Ahuja, Niket Kumar Bhumihar, Nikhil Dhawan, Nikhil Khadke, Nikhil Mehta, Nikhil Sethi, Nikita Gupta, Nikita Putikhin, Nikita Saxena, Nikolai Chinaev, Nikolai Grigorev, Nikola Momchev, Nikolay Savinov, Nikos Parotsidis, Nikunj Saunshi, Ni Lao, Nilesh Tripuraneni, Nilpa Jha, Nima Khajehnouri, Nimesh Ghelani, Nina Anderson, Nina D'Souza, Ning Niu, Nino Vieillard, Nir Levine, Nir Shabat, Nisarg Kothari, Nishant Agrawal, Nishanth Dikkala, Nishant Ranka, Nishesh Gupta, Nishita Shetty, Nitesh Bharadwaj Gundavarapu, Nithish Kannen, Nithya Attaluri, Nitish Gupta, Nitish Kulkarni, Nitzan Katz, Noah Fiedel, Noah Goodman, Noam Shazeer, Noam Velan, Nolan Ramsden, Nora Kassner, Norbert Kalb, Norman Rink, Nova Fallen, Noveen Sachdeva, Nuo Wang Pierse, Obaid Sarvana, Octavio Ponce, Oded Elyada, Ofir Roval, Okwan Kwon, Olaf Ronneberger, Olcan Sercinoglu, Oleaser Johnson, Oleksandr Ferludin, Oleksii Duzhyi, Olga Kozlova, Oliver Wang, Oliver Woodman, Olivia Ma, Olivier Bachem, Olivier Lacombe, Ollie Purkiss, Omer Barak, Omer Goldman, Omer Levy, Omkar Savant, Ondrej Skopek, Ophir Aharoni, Oran Lang, Orgad Keller, Orhan Firat, Oriana Riva, Oriol Vinyals, Orion Jankowski, Ori Ram, Oscar Akerlund, Oscar Chang, Oskar Bunyan, Owen Xiao, Pablo Barrio, Pablo Duque, Pablo Sprechmann, Paige Kunkle, Palak Jain, Pallavi LV, Pankaj Joshi, Pankil Botadra, Pan-Pan Jiang, Paramjit Sandhu, Parisa Haghani, Parker Barnes, Parker Beak, Parker Schuh, Parsa Mahmoudieh, Parthasarathy Gopavarapu, Partha Talukdar, Parul Bhatia, Pascal Lamblin, Patrick Griffin, Patrick Kane, Patrick Morris-Suzuki, Patrick Siegler, Patrik Sundberg, Patrik Zochbauer, Paul Barham, Paul Caron, Paul Cavallaro, Paul Chang, Paul Collins, Paul Covington, Pauline Coquinot, Pauline Sho, Paul Kishan Rubenstein, Paul Michel, Paul Natsev, Paul Niemczyk, Paulo Zacchello, Paul Pucciarelli, Paul Roit, Paul Vicol, Paul Voigtlaender, Pavel Dubov, Pawan Dogra, Pawel Janus, Pawe{\l} Stradomski, Pawe{\l} Weso{\l}owski, Peggy Lu, Peilin Zhong, Peiran Li, Pei Sun, Pengcheng Yin, Peng Xu, Penporn Koanantakool, Petar Devi\'c, Petar Sirkovic, Petar Veli\v{c}kovi\'c, Pete Blois, Peter Chen, Peter Choy, Peter de Boursac, Peter Garst, Peter Grabowski, Peter Humphreys, Peter Morgan, Peter Stys, Peter Sung, Peter Young, Pete Shaw, Petko Georgiev, Petra Poklukar, Petre Petrov, Petr Mitrichev, Petros Maniatis, Phil Chen, Phil Crone, Phil Culliton, Philippe Schlattner, Philipp Fr\"anken, Philip Pham, Philipp Neubeck, Phillip Lippe, Phil Wallis, Phoebe Kirk, Phoenix Meadowlark, Phuong Dao, Pichi Charoenpanit, Pidong Wang, Pier Giuseppe Sessa, Piermaria Mendolicchio, Pierre-Antoine Manzagol, Pierre Marcenac, Pierre Sermanet, Pingmei Xu, Piotr Ambroszczyk, Piotr Stanczyk, Piyush Patil, Polina Zablotskaia, Pol Moreno, Pooya Moradi, Po-Sen Huang, Pouya Tafti, Prabakar Radhakrishnan, Pradeep Kumar S, Pradeep Shenoy, Prajit Ramachandran, Prakash Shroff, Prakhar Gupta, Pramod Gupta, Pranavaraj Ponnuramu, Pranav Nair, Pranav Shyam, Pranav Talluri, Praneet Dutta, Praneeth Kacham, Praneeth Netrapalli, Pranesh Srinivasan, Pranjal Awasthi, Praseem Banzal, Prasha Sundaram, Prateek Jain, Prateek Kolhar, Pratik Joshi, Praveen Kallakuri, Praynaa Rawlani, Preethi Lahoti, Preethi Myla, Preeti Singh, Premal Shah, Prem Eruvbetine, Priyanka Agrawal, Pu-Chin Chen, Pu Han, Pulkit Mehta, Puranjay Datta, Pushkar Mishra, Pushmeet Kohli, Qiantong Xu, Qiao Zhang, Qifei Wang, Qihang Chen, Qijun Tan, Qin Cao, Qingchun Ren, Qingnan Duan, Qing Wei, Qingyun Dou, Qingze Wang, Qiong Hu, Qiong (Q) Hu, Qiqi Yan, Qiuchen Guo, Qiujia Li, Qixuan Feng, Qiyin Wu, Quan Yuan, Quentin Wellens, Quoc Le, Rachana Fellinger, Rachel Hornung, Rachel Saputro, Rachel Soh, Rachel Sterneck, Rachita Chhaparia, Radu Soricut, Ragha Kotikalapudi, Raghavender R, Rahma Chaabouni, Rahul Arya, Rahul Gupta, Rahul Sukthankar, Raia Hadsell, Raj Apte, Rajeev Aggarwal, Rajesh Jayaram, Rajesh Venkataraman, Rajiv Mathews, Rakesh Shivanna, Ralph Leith, Raluca Ada Popa, Rama Pasumarthi, Ramesh Sampath, Ramin Mehran, Ramiro Leal-Cavazos, Ramona Comanescu, Ramya Ganeshan, Ramya Sree Boppana, Ramy Eskander, Randall Parker, Raoul de Liedekerke, Raphael Hoffmann, Raphael Koster, Rapha\"el Lopez Kaufman, Ravi Kumar, Ravin Kumar, Raymond Lin, Ray Smith, Rebeca Santamaria-Fernandez, Rebecca Lin, Reed Roberts, Reeve Ingle, Regev Cohen, Reid Hayes, Remi Crocker, R\'emi Leblond, Renee Wong, Renga Aravamudhan, Renjie Wu, Renke Pan, Renshen Wang, Reut Tsarfaty, Rey Coaguila, Rhys May, Ricardo Figueira, Riccardo Patana, Richard Everett, Richard Green, Richard Killam, Richard Nguyen, Richard Powell, Richard Shin, Richard Song, Richard Tanburn, Richard Zhang, Richa Singh, Rich Galt, Rich Munoz, Ricky Liang, Rigel Swavely, Rina Panigrahy, Rishabh Agarwal, Rishabh Bansal, Rishabh Joshi, Rishikesh Ingale, Rivka Moroshko, RJ Skerry-Ryan, Robert Berry, Robert Busa-Fekete, Robert Dadashi, Robert David, Robert Geirhos, Robert Leland, Robert Riachi, Robin Alazard, Robin Strudel, Rob Willoughby, Rocky Rhodes, Rodolphe Jenatton, Rodrigo Benenson, Rodrigo Cabrera, Roee Aharoni, Roey Yogev, Rohan Agrawal, Rohan Anil, Rohin Shah, Rohith Vallu, Rohit Sathyanarayana, Rohun Saxena, Roland Zimmermann, Rolf Jagerman, Romal Thoppilan, Roman Goldenberg, Roman Ring, Roma Patel, Romina Datta, Rong Rong, Ronny Huang, Ronny Votel, Roopal Garg, Roopali Vij, Rory Blevins, Rory Lawton, Rosemary Ke, Roshan Sharma, Ross Hemsley, Ross Mcilroy, Ross West, Roxanne Daniel, Roy Frostig, Roy Hirsch, Roykrong Sukkerd, Ruba Haroun, Ruibo Liu, Ruichao Li, Rui Lin, Rui Wang, Rui Yao, Ruizhe Zhao, Rui Zhu, Rumen Dangovski, Ruoxin Sang, Ruoxi Sun, Rushin Shah, Ruth Wang, Ruy Ley-Wild, Ryan Burnell, Ryan Foley, Ryan Julian, Ryan Kappedal, Ryan Mullins, Ryan Poplin, Ryan Trostle, Rylan Schaeffer, Ryo Nakashima, Saarthak Khanna, Sabela Ramos, Sachin Yadav, Sachit Menon, Sadh MNM Khan, Safeen Huda, Sagar Gubbi, Sagar Waghmare, Sage Stevens, Sagi Perel, Sahand Sharifzadeh, Sahil Singla, Sahitya Potluri, Sahra Ghalebikesabi, Sailesh Sidhwani, Saket Joshi, Saksham Thakur, Salah Zaiem, Salem Haykal, Salil Deshmukh, Sally Goldman, Sally Ma, Saloni Shah, Salvatore Scellato, Sam Conway-Rahman, Sameera Ponda, Sam El-Husseini, Sam Haves, Sami Alabed, Sami Lachgar, Samira Daruki, Samira Khan, Sam Kwei, Sammy Jerome, Sam Petulla, Samrat Ghosh, Samrat Phatale, Sam Redmond, Sam Ritter, Sam Shleifer, Sam Sobell, Samuel Albanie, Samuel Gehman, Samuel Petit, Samuel Yang, Sanaz Bahargam, Sandeep Kumar, Sandeep Mariserla, Sandeep Tata, Sander Dieleman, Sandra Lefdal, Sanghyun Woo, Sangnie Bhardwaj, Sanil Jain, Sanja Deur, Sanjay Ganapathy, Sanjay Ghemawat, Sanjiv Kumar, Sanket Vaibhav Mehta, Santhosh Thangaraj, Santiago Ontanon, Sarah Chakera, Sarah Cogan, Sarah Hodkinson, Sarah Nguyen, Sarah Perrin, Sarah York, Sara Javanmardi, Sara Mc Carthy, Sara Nasso, Sara Smoot, Sarmishta Velury, Sarthak Jauhari, Sasan Tavakkol, Sasha Brown, Sasha Goldshtein, Sashank Reddi, Satish Kambala, Saurabh Agrawal, Sayna Ebrahimi, Scott Baird, Scott Lundberg, Scott Pollom, Sean Ammirati, Sean Augenstein, Sean Kirmani, Sean Purser-haskell, Sean Sun, S\'eb Arnold, Sebastian Borgeaud, Sebastian Flennerhag, Sebastian Gerlach, Sebastian Krause, Sebastian Riedel, Sebastien Baur, S\'ebastien Cevey, S\'ebastien Pereira, Seb Noury, Seher Ellis, Seliem El-Sayed, Senaka Buthpitiya, Seojin Bang, Seokhwan Kim, Sercan Arik, Serena Zhan, Sergei Lebedev, Sergei Vassilvitskii, Serge Toropov, Sergey Brin, Sergey Kishchenko, Sergey Levi, Sergey Rogulenko, Sergey Yaroshenko, Sergi Caelles, Sergio Guadarrama, Serkan Cabi, Sertan Girgin, Setareh Ariafar, Seth Benjamin, Seth Neel, Seth Odoom, Seungji Lee, Seungyeon Kim, Shaan Bijwadia, Shachi Dave, Shachi Paul, Shadi Noghabi, Shahar Drath, Shakir Mohamed, Shaleen Gupta, Shane Gu, Shane Settle, Shan Han, Shankar Krishnan, Shantanu Thakoor, Shanthal Vasanth, Sharad Vikram, Sharat Chikkerur, Sharath Maddineni, Shariq Iqbal, Sharon Lin, Sharon Silver, Shashank Viswanadha, Shashi Narayan, Shawn Gao, Shawn Xu, Sheela Goenka, Sheena Panthaplackel, Shefali Garg, Shekoofeh Azizi, Sheng Li, Sheng Peng, Shengyang Dai, Sheng Zhang, Shenil Dodhia, Shentao Yang, Shen Yan, Shereen Ashraf, Sherry Ben, Sherry Yang, Sheryl Luo, Shibl Mourad, Shibo Wang, Shikhar Bharadwaj, Shikhar Vashishth, Shilpa Shetty, Shimu Wu, Shiraz Butt, Shitao Weng, Shitij Nigam, Shiva Mohan Reddy Garlapati, Shivani Agrawal, Shivanker Goel, Shixin Li, Shixin Luo, Shiyu Huang, Shlomi Cohen-Ganor, Sho Arora, Shobha Vasudevan, Sholto Douglas, Shoshana Jakobovits, Shravya Shetty, Shrestha Basu Mallick, Shreya Pathak, Shreyas Chandrakaladharan, Shriya Sharma, Shruthi Prabhakara, Shruti Rijhwani, Shuai Ye, Shuang Liu, Shuang Song, Shuba Lall, Shubham Agrawal, Shubham Gupta, Shubham Milind Phal, Shubham Mittal, Shubha Srinivas Raghvendra, Shubin Zhao, Shuguang Hu, Shujian Zhang, Shuo-yiin Chang, Shyamal Buch, Shyam Upadhyay, Siamak Shakeri, Siavash Khodadadeh, Sicheng Li, Sid Dalmia, Siddhartha Brahma, Siddhartha Reddy Jonnalagadda, Siddharth Gopal, Siddharth Goyal, Siddharth Vashishtha, Siddharth Verma, Sidharth Mudgal, Sid Lall, Signe N{\o}rly, Siim P\~oder, Sijal Bhatnagar, Silvano Bonacina, Silvio Lattanzi, Simeon Ivanov, Simon Baumgartner, Simon Bucher, Simon Green, Simon Niklaus, Simon Osindero, Simon Rowe, Simon Tokumine, Simon Tong, Simon Wang, Sindhu Raghuram, Siobhan Mcloughlin, Siqi Liu, Siqi Zuo, Sirui Xie, Sissie Hsiao, Sivan Eiger, Siva Velusamy, Siyang Qin, Siyang Xue, Siyuan Qiao, SK Park, Slavica Anda\v{c}i\'c, Slav Petrov, S{\l}awek Kwasiborski, Snchit Grover, Sneha Kudugunta, Sneha Mondal, Sobhan Miryoosefi, Sofia Erell, Soheil Hassas Yeganeh, Solomon Demmessie, Somit Gupta, Sonal Gupta, Sonam Goenka, Songyou Peng, Sophia Austin, Sophie Bridgers, Sophie Wang, Sorin Baltateanu, Soroosh Mariooryad, Soroush Radpour, Spandana Raj Babbula, Spurthi Amba Hombaiah, SQ Mah, Sravanti Addepalli, Sreenivas Gollapudi, Sridhar Thiagarajan, Sri Gayatri Sundara Padmanabhan, Srimon Chatterjee, Srinadh Bhojanapalli, Srinivasan Venkatachary, Srinivas Sunkara, Srinivas Tadepalli, Sriram Ganapathy, Srivatsan Srinivasan, Stan Bileschi, Stanislav Fort, Stasha Blank, Stav Ginzburg, Stefani Karp, Stefan Zinke, Stein Xudong Lin, Stephanie Winkler, Stephen Roller, Stephen Spencer, Steve Chien, Steve Li, Steven Baker, Steven Hand, Steven Hansen, Steven Hemingray, Steven M. 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Wang, Ziwei Ji, Zixuan Jiang, Zi Yang, Ziyue Wang, Zizhao Zhang, Zoe Ashwood, Zohar Yahav, Zoltan Egyed, Zongwei Zhou, Zoubin Ghahramani, Zuguang Yang

classification 💻 cs.CL cs.AI
keywords geminimodelreasoningflashagenticfrontiercapabilitiescoding
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In this report, we introduce the Gemini 2.X model family: Gemini 2.5 Pro and Gemini 2.5 Flash, as well as our earlier Gemini 2.0 Flash and Flash-Lite models. Gemini 2.5 Pro is our most capable model yet, achieving SoTA performance on frontier coding and reasoning benchmarks. In addition to its incredible coding and reasoning skills, Gemini 2.5 Pro is a thinking model that excels at multimodal understanding and it is now able to process up to 3 hours of video content. Its unique combination of long context, multimodal and reasoning capabilities can be combined to unlock new agentic workflows. Gemini 2.5 Flash provides excellent reasoning abilities at a fraction of the compute and latency requirements and Gemini 2.0 Flash and Flash-Lite provide high performance at low latency and cost. Taken together, the Gemini 2.X model generation spans the full Pareto frontier of model capability vs cost, allowing users to explore the boundaries of what is possible with complex agentic problem solving.

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  48. Pest-Thinker: Learning to Think and Reason like Entomologists via Reinforcement Learning

    cs.CV 2026-05 unverdicted novelty 7.0

    Pest-Thinker is a reinforcement learning framework that improves MLLMs' expert-level reasoning on pest morphology via synthesized CoT trajectories, GRPO optimization, and an LLM-judged feature reward on new benchmarks...

  49. VISD: Enhancing Video Reasoning via Structured Self-Distillation

    cs.CV 2026-05 unverdicted novelty 7.0

    VISD improves VideoLLM reasoning performance and training efficiency by combining structured multi-dimensional self-distillation feedback with RL via direction-magnitude decoupling, curriculum scheduling, and EMA stab...

  50. MolRecBench-Wild: A Real-World Benchmark for Optical Chemical Structure Recognition

    cs.AI 2026-05 unverdicted novelty 7.0

    MolRecBench-Wild reveals that 18 existing OCSR models suffer severe performance drops on complex real-world academic molecular images compared with prior patent benchmarks.

  51. AstroAlertBench: Evaluating the Accuracy, Reasoning, and Honesty of Multimodal LLMs in Astronomical Classification

    astro-ph.IM 2026-05 unverdicted novelty 7.0

    AstroAlertBench evaluates multimodal LLMs on astronomical classification accuracy, reasoning, and honesty using real ZTF alerts, revealing that high accuracy often diverges from self-assessed reasoning quality.

  52. StoryAlign: Evaluating and Training Reward Models for Story Generation

    cs.CL 2026-05 unverdicted novelty 7.0

    StoryReward, trained on a new 100k story preference dataset, sets state-of-the-art performance on the introduced StoryRMB benchmark for aligning LLM stories with human preferences.

  53. SCOUT: Active Information Foraging for Long-Text Understanding with Decoupled Epistemic States

    cs.CL 2026-05 unverdicted novelty 7.0

    SCOUT achieves state-of-the-art long-text understanding with up to 8x lower token use by actively foraging for sparse query-relevant information and updating a compact provenance-grounded epistemic state.

  54. Coral: Cost-Efficient Multi-LLM Serving over Heterogeneous Cloud GPUs

    cs.DC 2026-05 unverdicted novelty 7.0

    Coral cuts multi-LLM serving costs by up to 2.79x and raises goodput by up to 2.39x on heterogeneous GPUs through adaptive joint optimization and a lossless two-stage decomposition that solves quickly.

  55. FlowEval: Reference-based Evaluation of Generated User Interfaces

    cs.MA 2026-05 unverdicted novelty 7.0

    FlowEval evaluates generated UIs by measuring how closely their navigation flows match real websites via reference-based similarity metrics and shows strong correlation with human expert judgments.

  56. Segmenting Human-LLM Co-authored Text via Change Point Detection

    cs.CL 2026-05 unverdicted novelty 7.0

    Adapts change point detection to segment human-LLM co-authored text using weighted and generalized algorithms with minimax optimality and strong empirical results against baselines.

  57. Erase Persona, Forget Lore: Benchmarking Multimodal Copyright Unlearning in Large Vision Language Models

    cs.CV 2026-05 unverdicted novelty 7.0

    CoVUBench is the first benchmark framework for evaluating multimodal copyright unlearning in LVLMs via synthetic data, systematic variations, and a dual protocol for forgetting efficacy and utility preservation.

  58. CP-SynC: Multi-Agent Zero-Shot Constraint Modeling in MiniZinc with Synthesized Checkers

    cs.AI 2026-05 unverdicted novelty 7.0

    CP-SynC uses coordinated LLM agents to generate, validate via synthesized checkers, and select MiniZinc models from natural language, substantially outperforming baselines on a 100-problem benchmark.

  59. Act2See: Emergent Active Visual Perception for Video Reasoning

    cs.CV 2026-05 unverdicted novelty 7.0

    Act2See trains VLMs via supervised fine-tuning on verified reasoning traces to interleave active frame calls within text CoTs, yielding SOTA results on video reasoning benchmarks.

  60. EO-Gym: A Multimodal, Interactive Environment for Earth Observation Agents

    cs.AI 2026-05 unverdicted novelty 7.0

    EO-Gym supplies an executable multimodal environment and 9k-trajectory benchmark that turns Earth Observation into a tool-using, multi-step reasoning task, revealing that current VLMs struggle on temporal and cross-se...