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This is the system card published alongside the OpenAI GPT-5 launch, August 2025. GPT-5 is a unified system with a smart and fast model that answers most questions, a deeper reasoning model for harder problems, and a real-time router that…

计算与语言 · 计算机科学 2026-05-05 Aaditya Singh , Adam Fry , Adam Perelman , Adam Tart , Adi Ganesh , Ahmed El-Kishky , Aidan McLaughlin , Aiden Low , AJ Ostrow , Akhila Ananthram , Akshay Nathan , Alan Luo , Alec Helyar , Aleksander Madry , Aleksandr Efremov , Aleksandra Spyra , Alex Baker-Whitcomb , Alex Beutel , Alex Karpenko , Alex Makelov , Alex Neitz , Alex Wei , Alexandra Barr , Alexandre Kirchmeyer , Alexey Ivanov , Alexi Christakis , Alistair Gillespie , Allison Tam , Ally Bennett , Alvin Wan , Alyssa Huang , Amy McDonald Sandjideh , Amy Yang , Ananya Kumar , Andre Saraiva , Andrea Vallone , Andrei Gheorghe , Andres Garcia Garcia , Andrew Braunstein , Andrew Liu , Andrew Schmidt , Andrey Mereskin , Andrey Mishchenko , Andy Applebaum , Andy Rogerson , Ann Rajan , Annie Wei , Anoop Kotha , Anubha Srivastava , Anushree Agrawal , Arun Vijayvergiya , Ashley Tyra , Ashvin Nair , Avi Nayak , Ben Eggers , Bessie Ji , Beth Hoover , Bill Chen , Blair Chen , Boaz Barak , Borys Minaiev , Botao Hao , Bowen Baker , Brad Lightcap , Brandon McKinzie , Brandon Wang , Brendan Quinn , Brian Fioca , Brian Hsu , Brian Yang , Brian Yu , Brian Zhang , Brittany Brenner , Callie Riggins Zetino , Cameron Raymond , Camillo Lugaresi , Carolina Paz , Cary Hudson , Cedric Whitney , Chak Li , Charles Chen , Charlotte Cole , Chelsea Voss , Chen Ding , Chen Shen , Chengdu Huang , Chris Colby , Chris Hallacy , Chris Koch , Chris Lu , Christina Kaplan , Christina Kim , CJ Minott-Henriques , Cliff Frey , Cody Yu , Coley Czarnecki , Colin Reid , Colin Wei , Cory Decareaux , Cristina Scheau , Cyril Zhang , Cyrus Forbes , Da Tang , Dakota Goldberg , Dan Roberts , Dana Palmie , Daniel Kappler , Daniel Levine , Daniel Wright , Dave Leo , David Lin , David Robinson , Declan Grabb , Derek Chen , Derek Lim , Derek Salama , Dibya Bhattacharjee , Dimitris Tsipras , Dinghua Li , Dingli Yu , DJ Strouse , Drew Williams , Dylan Hunn , Ed Bayes , Edwin Arbus , Ekin Akyurek , Elaine Ya Le , Elana Widmann , Eli Yani , Elizabeth Proehl , Enis Sert , Enoch Cheung , Eri Schwartz , Eric Han , Eric Jiang , Eric Mitchell , Eric Sigler , Eric Wallace , Erik Ritter , Erin Kavanaugh , Evan Mays , Evgenii Nikishin , Fangyuan Li , Felipe Petroski Such , Filipe de Avila Belbute Peres , Filippo Raso , Florent Bekerman , Foivos Tsimpourlas , Fotis Chantzis , Francis Song , Francis Zhang , Gaby Raila , Garrett McGrath , Gary Briggs , Gary Yang , Giambattista Parascandolo , Gildas Chabot , Grace Kim , Grace Zhao , Gregory Valiant , Guillaume Leclerc , Hadi Salman , Hanson Wang , Hao Sheng , Haoming Jiang , Haoyu Wang , Haozhun Jin , Harshit Sikchi , Heather Schmidt , Henry Aspegren , Honglin Chen , Huida Qiu , Hunter Lightman , Ian Covert , Ian Kivlichan , Ian Silber , Ian Sohl , Ibrahim Hammoud , Ignasi Clavera , Ikai Lan , Ilge Akkaya , Ilya Kostrikov , Irina Kofman , Isak Etinger , Ishaan Singal , Jackie Hehir , Jacob Huh , Jacqueline Pan , Jake Wilczynski , Jakub Pachocki , James Lee , James Quinn , Jamie Kiros , Janvi Kalra , Jasmyn Samaroo , Jason Wang , Jason Wolfe , Jay Chen , Jay Wang , Jean Harb , Jeffrey Han , Jeffrey Wang , Jennifer Zhao , Jeremy Chen , Jerene Yang , Jerry Tworek , Jesse Chand , Jessica Landon , Jessica Liang , Ji Lin , Jiancheng Liu , Jianfeng Wang , Jie Tang , Jihan Yin , Joanne Jang , Joel Morris , Joey Flynn , Johannes Ferstad , Johannes Heidecke , John Fishbein , John Hallman , Jonah Grant , Jonathan Chien , Jonathan Gordon , Jongsoo Park , Jordan Liss , Jos Kraaijeveld , Joseph Guay , Joseph Mo , Josh Lawson , Josh McGrath , Joshua Vendrow , Joy Jiao , Julian Lee , Julie Steele , Julie Wang , Junhua Mao , Kai Chen , Kai Hayashi , Kai Xiao , Kamyar Salahi , Kan Wu , Karan Sekhri , Karan Sharma , Karan Singhal , Karen Li , Kenny Nguyen , Keren Gu-Lemberg , Kevin King , Kevin Liu , Kevin Stone , Kevin Yu , Kristen Ying , Kristian Georgiev , Kristie Lim , Kushal Tirumala , Kyle Miller , Lama Ahmad , Larry Lv , Laura Clare , Laurance Fauconnet , Lauren Itow , Lauren Yang , Laurentia Romaniuk , Leah Anise , Lee Byron , Leher Pathak , Leon Maksin , Leyan Lo , Leyton Ho , Li Jing , Liang Wu , Liang Xiong , Lien Mamitsuka , Lin Yang , Lindsay McCallum , Lindsey Held , Liz Bourgeois , Logan Engstrom , Lorenz Kuhn , Louis Feuvrier , Lu Zhang , Lucas Switzer , Lukas Kondraciuk , Lukasz Kaiser , Manas Joglekar , Mandeep Singh , Mandip Shah , Manuka Stratta , Marcus Williams , Mark Chen , Mark Sun , Marselus Cayton , Martin Li , Marvin Zhang , Marwan Aljubeh , Matt Nichols , Matthew Haines , Max Schwarzer , Mayank Gupta , Meghan Shah , Melody Y. Guan , Melody Huang , Meng Dong , Mengqing Wang , Mia Glaese , Micah Carroll , Michael Lampe , Michael Malek , Michael Sharman , Michael Zhang , Michele Wang , Michelle Pokrass , Mihai Florian , Mikhail Pavlov , Miles Wang , Ming Chen , Mingxuan Wang , Minnia Feng , Mo Bavarian , Molly Lin , Moose Abdool , Mostafa Rohaninejad , Nacho Soto , Natalie Staudacher , Natan LaFontaine , Nathan Marwell , Nelson Liu , Nick Preston , Nick Turley , Nicklas Ansman , Nicole Blades , Nikil Pancha , Nikita Mikhaylin , Niko Felix , Nikunj Handa , Nishant Rai , Nitish Keskar , Noam Brown , Ofir Nachum , Oleg Boiko , Oleg Murk , Olivia Watkins , Oona Gleeson , Pamela Mishkin , Patryk Lesiewicz , Paul Baltescu , Pavel Belov , Peter Zhokhov , Philip Pronin , Phillip Guo , Phoebe Thacker , Qi Liu , Qiming Yuan , Qinghua Liu , Rachel Dias , Rachel Puckett , Rahul Arora , Ravi Teja Mullapudi , Raz Gaon , Reah Miyara , Rennie Song , Rishabh Aggarwal , RJ Marsan , Robel Yemiru , Robert Xiong , Rohan Kshirsagar , Rohan Nuttall , Roman Tsiupa , Ronen Eldan , Rose Wang , Roshan James , Roy Ziv , Rui Shu , Ruslan Nigmatullin , Saachi Jain , Saam Talaie , Sam Altman , Sam Arnesen , Sam Toizer , Sam Toyer , Samuel Miserendino , Sandhini Agarwal , Sarah Yoo , Savannah Heon , Scott Ethersmith , Sean Grove , Sean Taylor , Sebastien Bubeck , Sever Banesiu , Shaokyi Amdo , Shengjia Zhao , Sherwin Wu , Shibani Santurkar , Shiyu Zhao , Shraman Ray Chaudhuri , Shreyas Krishnaswamy , Shuaiqi , Xia , Shuyang Cheng , Shyamal Anadkat , Simón Posada Fishman , Simon Tobin , Siyuan Fu , Somay Jain , Song Mei , Sonya Egoian , Spencer Kim , Spug Golden , SQ Mah , Steph Lin , Stephen Imm , Steve Sharpe , Steve Yadlowsky , Sulman Choudhry , Sungwon Eum , Suvansh Sanjeev , Tabarak Khan , Tal Stramer , Tao Wang , Tao Xin , Tarun Gogineni , Taya Christianson , Ted Sanders , Tejal Patwardhan , Thomas Degry , Thomas Shadwell , Tianfu Fu , Tianshi Gao , Timur Garipov , Tina Sriskandarajah , Toki Sherbakov , Tomek Korbak , Tomer Kaftan , Tomo Hiratsuka , Tongzhou Wang , Tony Song , Tony Zhao , Troy Peterson , Val Kharitonov , Victoria Chernova , Vineet Kosaraju , Vishal Kuo , Vitchyr Pong , Vivek Verma , Vlad Petrov , Wanning Jiang , Weixing Zhang , Wenda Zhou , Wenlei Xie , Wenting Zhan , Wes McCabe , Will DePue , Will Ellsworth , Wulfie Bain , Wyatt Thompson , Xiangning Chen , Xiangyu Qi , Xin Xiang , Xinwei Shi , Yann Dubois , Yaodong Yu , Yara Khakbaz , Yifan Wu , Yilei Qian , Yin Tat Lee , Yinbo Chen , Yizhen Zhang , Yizhong Xiong , Yonglong Tian , Young Cha , Yu Bai , Yu Yang , Yuan Yuan , Yuanzhi Li , Yufeng Zhang , Yuguang Yang , Yujia Jin , Yun Jiang , Yunyun Wang , Yushi Wang , Yutian Liu , Zach Stubenvoll , Zehao Dou , Zheng Wu , Zhigang Wang

The transition from task-specific artificial intelligence toward general-purpose foundation models raises fundamental questions about their capacity to support the integrated reasoning required in clinical medicine, where diagnosis demands…

计算机视觉与模式识别 · 计算机科学 2026-03-06 Alexandru Florea , Shansong Wang , Mingzhe Hu , Qiang Li , Zach Eidex , Luke del Balzo , Mojtaba Safari , Xiaofeng Yang

Recent advances in large language models (LLMs) have enabled general-purpose systems to perform increasingly complex domain-specific reasoning without extensive fine-tuning. In the medical domain, decision-making often requires integrating…

计算与语言 · 计算机科学 2025-08-14 Shansong Wang , Mingzhe Hu , Qiang Li , Mojtaba Safari , Xiaofeng Yang

Artificial intelligence (AI) researchers have been developing and refining large language models (LLMs) that exhibit remarkable capabilities across a variety of domains and tasks, challenging our understanding of learning and cognition. The…

Generative Pre-trained Transformer 4 (GPT-4) is the fourth-generation language model in the GPT series, developed by OpenAI, which promises significant advancements in the field of natural language processing (NLP). In this research…

计算与语言 · 计算机科学 2023-05-08 Jawid Ahmad Baktash , Mursal Dawodi

We explore the evolving efficacy of three generative pre-trained transformer (GPT) models in generating answers for multiple-choice questions (MCQ) from introductory and intermediate Python programming courses in higher education. We focus…

计算机与社会 · 计算机科学 2023-11-17 Jaromir Savelka , Arav Agarwal , Christopher Bogart , Majd Sakr

Large language models (LLMs) such as GPT-5 integrate advanced reasoning capabilities that may improve performance on complex medical question-answering tasks. For this latest generation of reasoning models, the configurations that maximize…

We present the progress of the GPT family from GPT-3 through GPT-3.5, GPT-4, GPT-4 Turbo, GPT-4o, GPT-4.1, and the GPT-5 family. Our work is comparative rather than merely historical. We investigates how the family evolved in technical…

人工智能 · 计算机科学 2026-04-14 Hina Afridi , Habib Ullah , Sultan Daud Khan , Mohib Ullah

AI models like GPT-5 are an increasingly valuable tool for scientists, but many remain unaware of the capabilities of frontier AI. We present a collection of short case studies in which GPT-5 produced new, concrete steps in ongoing research…

Generative AI and large language models hold great promise in enhancing computing education by powering next-generation educational technologies for introductory programming. Recent works have studied these models for different scenarios…

The rapid advancement of large language models, such as the Generative Pre-trained Transformer (GPT) series, has had significant implications across various disciplines. In this study, we investigate the potential of the state-of-the-art…

计算与语言 · 计算机科学 2023-09-06 Yunhao Yang , Anshul Tomar

Generative pre-trained transformer (GPT) models have revolutionized the field of natural language processing (NLP) with remarkable performance in various tasks and also extend their power to multimodal domains. Despite their success, large…

计算与语言 · 计算机科学 2023-08-29 Kaiyuan Gao , Sunan He , Zhenyu He , Jiacheng Lin , QiZhi Pei , Jie Shao , Wei Zhang

Biomedical literature and clinical narratives pose multifaceted challenges for natural language understanding, from precise entity extraction and document synthesis to multi-step diagnostic reasoning. This study extends a unified benchmark…

计算与语言 · 计算机科学 2025-10-24 Yu Hou , Zaifu Zhan , Min Zeng , Yifan Wu , Shuang Zhou , Rui Zhang

With the rapid advancement of large language models (LLMs), there is a pressing need for a comprehensive evaluation suite to assess their capabilities and limitations. Existing LLM leaderboards often reference scores reported in other…

计算与语言 · 计算机科学 2024-04-03 Shen Zheng , Yuyu Zhang , Yijie Zhu , Chenguang Xi , Pengyang Gao , Xun Zhou , Kevin Chen-Chuan Chang

This paper studies recent developments in large language models' (LLM) abilities to pass assessments in introductory and intermediate Python programming courses at the postsecondary level. The emergence of ChatGPT resulted in heated debates…

计算机与社会 · 计算机科学 2023-10-05 Jaromir Savelka , Arav Agarwal , Marshall An , Chris Bogart , Majd Sakr

This paper presents the first systematic measurement of educational alignment in Large Language Models. Using a Delphi-validated instrument comprising 48 items across eight educational-theoretical dimensions, the study reveals that GPT-5.1…

计算机与社会 · 计算机科学 2026-03-24 Daniel Autenrieth

GPT-4 was released in March 2023 to wide acclaim, marking a very substantial improvement across the board over GPT-3.5 (OpenAI's previously best model, which had powered the initial release of ChatGPT). However, despite the genuinely…

计算与语言 · 计算机科学 2023-08-11 Konstantine Arkoudas

Lately, Large Language Models have been widely used in code generation. GPT4 is considered the most potent Large Language Model from Openai. In this paper, we examine GPT3.5 and GPT4 as coding assistants. More specifically, we have…

人工智能 · 计算机科学 2023-09-25 Lefteris Moussiades , George Zografos

Recent studies have demonstrated promising performance of ChatGPT and GPT-4 on several medical domain tasks. However, none have assessed its performance using a large-scale real-world electronic health record database, nor have evaluated…

计算与语言 · 计算机科学 2023-07-18 Jingqing Zhang , Kai Sun , Akshay Jagadeesh , Mahta Ghahfarokhi , Deepa Gupta , Ashok Gupta , Vibhor Gupta , Yike Guo

Specialized clinical AI assistants are rapidly entering medical practice, often framed as safer or more reliable than general-purpose large language models (LLMs). Yet, unlike frontier models, these clinical tools are rarely subjected to…

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