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The accelerated evolution of large language models has raised questions about their comparative performance across domains of practical importance. GPT-4 by OpenAI introduced advances in reasoning, multimodality, and task generalization,…

Human-Computer Interaction · Computer Science 2025-08-28 Georgios P. Georgiou

ChatGPT (Chat Generative Pre-trained Transformer) is a chatbot launched by OpenAI on November 30, 2022. OpenAI's GPT-3 family of large language models serve as the foundation for ChatGPT. ChatGPT is fine-tuned with both supervised and…

Software Engineering · Computer Science 2023-05-29 Giriprasad Sridhara , Ranjani H. G. , Sourav Mazumdar

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…

GPT-4o is an autoregressive omni model that accepts as input any combination of text, audio, image, and video, and generates any combination of text, audio, and image outputs. It's trained end-to-end across text, vision, and audio, meaning…

Computation and Language · Computer Science 2024-10-29 OpenAI , : , Aaron Hurst , Adam Lerer , Adam P. Goucher , Adam Perelman , Aditya Ramesh , Aidan Clark , AJ Ostrow , Akila Welihinda , Alan Hayes , Alec Radford , Aleksander Mądry , Alex Baker-Whitcomb , Alex Beutel , Alex Borzunov , Alex Carney , Alex Chow , Alex Kirillov , Alex Nichol , Alex Paino , Alex Renzin , Alex Tachard Passos , Alexander Kirillov , Alexi Christakis , Alexis Conneau , Ali Kamali , Allan Jabri , Allison Moyer , Allison Tam , Amadou Crookes , Amin Tootoochian , Amin Tootoonchian , Ananya Kumar , Andrea Vallone , Andrej Karpathy , Andrew Braunstein , Andrew Cann , Andrew Codispoti , Andrew Galu , Andrew Kondrich , Andrew Tulloch , Andrey Mishchenko , Angela Baek , Angela Jiang , Antoine Pelisse , Antonia Woodford , Anuj Gosalia , Arka Dhar , Ashley Pantuliano , Avi Nayak , Avital Oliver , Barret Zoph , Behrooz Ghorbani , Ben Leimberger , Ben Rossen , Ben Sokolowsky , Ben Wang , Benjamin Zweig , Beth Hoover , Blake Samic , Bob McGrew , Bobby Spero , Bogo Giertler , Bowen Cheng , Brad Lightcap , Brandon Walkin , Brendan Quinn , Brian Guarraci , Brian Hsu , Bright Kellogg , Brydon Eastman , Camillo Lugaresi , Carroll Wainwright , Cary Bassin , Cary Hudson , Casey Chu , Chad Nelson , Chak Li , Chan Jun Shern , Channing Conger , Charlotte Barette , Chelsea Voss , Chen Ding , Cheng Lu , Chong Zhang , Chris Beaumont , Chris Hallacy , Chris Koch , Christian Gibson , Christina Kim , Christine Choi , Christine McLeavey , Christopher Hesse , Claudia Fischer , Clemens Winter , Coley Czarnecki , Colin Jarvis , Colin Wei , Constantin Koumouzelis , Dane Sherburn , Daniel Kappler , Daniel Levin , Daniel Levy , David Carr , David Farhi , David Mely , David Robinson , David Sasaki , Denny Jin , Dev Valladares , Dimitris Tsipras , Doug Li , Duc Phong Nguyen , Duncan Findlay , Edede Oiwoh , Edmund Wong , Ehsan Asdar , Elizabeth Proehl , Elizabeth Yang , Eric Antonow , Eric Kramer , Eric Peterson , Eric Sigler , Eric Wallace , Eugene Brevdo , Evan Mays , Farzad Khorasani , Felipe Petroski Such , Filippo Raso , Francis Zhang , Fred von Lohmann , Freddie Sulit , Gabriel Goh , Gene Oden , Geoff Salmon , Giulio Starace , Greg Brockman , Hadi Salman , Haiming Bao , Haitang Hu , Hannah Wong , Haoyu Wang , Heather Schmidt , Heather Whitney , Heewoo Jun , Hendrik Kirchner , Henrique Ponde de Oliveira Pinto , Hongyu Ren , Huiwen Chang , Hyung Won Chung , Ian Kivlichan , Ian O'Connell , Ian O'Connell , Ian Osband , Ian Silber , Ian Sohl , Ibrahim Okuyucu , Ikai Lan , Ilya Kostrikov , Ilya Sutskever , Ingmar Kanitscheider , Ishaan Gulrajani , Jacob Coxon , Jacob Menick , Jakub Pachocki , James Aung , James Betker , James Crooks , James Lennon , Jamie Kiros , Jan Leike , Jane Park , Jason Kwon , Jason Phang , Jason Teplitz , Jason Wei , Jason Wolfe , Jay Chen , Jeff Harris , Jenia Varavva , Jessica Gan Lee , Jessica Shieh , Ji Lin , Jiahui Yu , Jiayi Weng , Jie Tang , Jieqi Yu , Joanne Jang , Joaquin Quinonero Candela , Joe Beutler , Joe Landers , Joel Parish , Johannes Heidecke , John Schulman , Jonathan Lachman , Jonathan McKay , Jonathan Uesato , Jonathan Ward , Jong Wook Kim , Joost Huizinga , Jordan Sitkin , Jos Kraaijeveld , Josh Gross , Josh Kaplan , Josh Snyder , Joshua Achiam , Joy Jiao , Joyce Lee , Juntang Zhuang , Justyn Harriman , Kai Fricke , Kai Hayashi , Karan Singhal , Katy Shi , Kavin Karthik , Kayla Wood , Kendra Rimbach , Kenny Hsu , Kenny Nguyen , Keren Gu-Lemberg , Kevin Button , Kevin Liu , Kiel Howe , Krithika Muthukumar , Kyle Luther , Lama Ahmad , Larry Kai , Lauren Itow , Lauren Workman , Leher Pathak , Leo Chen , Li Jing , Lia Guy , Liam Fedus , Liang Zhou , Lien Mamitsuka , Lilian Weng , Lindsay McCallum , Lindsey Held , Long Ouyang , Louis Feuvrier , Lu Zhang , Lukas Kondraciuk , Lukasz Kaiser , Luke Hewitt , Luke Metz , Lyric Doshi , Mada Aflak , Maddie Simens , Madelaine Boyd , Madeleine Thompson , Marat Dukhan , Mark Chen , Mark Gray , Mark Hudnall , Marvin Zhang , Marwan Aljubeh , Mateusz Litwin , Matthew Zeng , Max Johnson , Maya Shetty , Mayank Gupta , Meghan Shah , Mehmet Yatbaz , Meng Jia Yang , Mengchao Zhong , Mia Glaese , Mianna Chen , Michael Janner , Michael Lampe , Michael Petrov , Michael Wu , Michele Wang , Michelle Fradin , Michelle Pokrass , Miguel Castro , Miguel Oom Temudo de Castro , Mikhail Pavlov , Miles Brundage , Miles Wang , Minal Khan , Mira Murati , Mo Bavarian , Molly Lin , Murat Yesildal , Nacho Soto , Natalia Gimelshein , Natalie Cone , Natalie Staudacher , Natalie Summers , Natan LaFontaine , Neil Chowdhury , Nick Ryder , Nick Stathas , Nick Turley , Nik Tezak , Niko Felix , Nithanth Kudige , Nitish Keskar , Noah Deutsch , Noel Bundick , Nora Puckett , Ofir Nachum , Ola Okelola , Oleg Boiko , Oleg Murk , Oliver Jaffe , Olivia Watkins , Olivier Godement , Owen Campbell-Moore , Patrick Chao , Paul McMillan , Pavel Belov , Peng Su , Peter Bak , Peter Bakkum , Peter Deng , Peter Dolan , Peter Hoeschele , Peter Welinder , Phil Tillet , Philip Pronin , Philippe Tillet , Prafulla Dhariwal , Qiming Yuan , Rachel Dias , Rachel Lim , Rahul Arora , Rajan Troll , Randall Lin , Rapha Gontijo Lopes , Raul Puri , Reah Miyara , Reimar Leike , Renaud Gaubert , Reza Zamani , Ricky Wang , Rob Donnelly , Rob Honsby , Rocky Smith , Rohan Sahai , Rohit Ramchandani , Romain Huet , Rory Carmichael , Rowan Zellers , Roy Chen , Ruby Chen , Ruslan Nigmatullin , Ryan Cheu , Saachi Jain , Sam Altman , Sam Schoenholz , Sam Toizer , Samuel Miserendino , Sandhini Agarwal , Sara Culver , Scott Ethersmith , Scott Gray , Sean Grove , Sean Metzger , Shamez Hermani , Shantanu Jain , Shengjia Zhao , Sherwin Wu , Shino Jomoto , Shirong Wu , Shuaiqi , Xia , Sonia Phene , Spencer Papay , Srinivas Narayanan , Steve Coffey , Steve Lee , Stewart Hall , Suchir Balaji , Tal Broda , Tal Stramer , Tao Xu , Tarun Gogineni , Taya Christianson , Ted Sanders , Tejal Patwardhan , Thomas Cunninghman , Thomas Degry , Thomas Dimson , Thomas Raoux , Thomas Shadwell , Tianhao Zheng , Todd Underwood , Todor Markov , Toki Sherbakov , Tom Rubin , Tom Stasi , Tomer Kaftan , Tristan Heywood , Troy Peterson , Tyce Walters , Tyna Eloundou , Valerie Qi , Veit Moeller , Vinnie Monaco , Vishal Kuo , Vlad Fomenko , Wayne Chang , Weiyi Zheng , Wenda Zhou , Wesam Manassra , Will Sheu , Wojciech Zaremba , Yash Patil , Yilei Qian , Yongjik Kim , Youlong Cheng , Yu Zhang , Yuchen He , Yuchen Zhang , Yujia Jin , Yunxing Dai , Yury Malkov

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…

Computation and Language · Computer Science 2023-05-08 Jawid Ahmad Baktash , Mursal Dawodi

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…

Artificial Intelligence · Computer Science 2026-04-14 Hina Afridi , Habib Ullah , Sultan Daud Khan , Mohib Ullah

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…

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…

Computation and Language · Computer Science 2023-08-11 Konstantine Arkoudas

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…

Computation and Language · Computer Science 2025-08-14 Shansong Wang , Mingzhe Hu , Qiang Li , Mojtaba Safari , Xiaofeng Yang

OpenAI has released the Chat Generative Pre-trained Transformer (ChatGPT) and revolutionized the approach in artificial intelligence to human-model interaction. Several publications on ChatGPT evaluation test its effectiveness on well-known…

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…

Computers and Society · Computer Science 2023-11-17 Jaromir Savelka , Arav Agarwal , Christopher Bogart , Majd Sakr

OpenAI released version GPT-4 on March 14, 2023, following the success of ChatGPT, which was announced in November 2022. In addition to the existing GPT-3 features, GPT-4 can interpret images. To achieve this, the processing power and model…

Computer Vision and Pattern Recognition · Computer Science 2025-02-04 Omer Aydin , Enis Karaarslan

In August 2025, OpenAI released GPT-OSS models, its first open weight large language models since GPT-2 in 2019, comprising two mixture of experts architectures with 120B and 20B parameters. We evaluated both variants against six…

Computation and Language · Computer Science 2025-12-16 Ziqian Bi , Keyu Chen , Chiung-Yi Tseng , Danyang Zhang , Tianyang Wang , Hongying Luo , Lu Chen , Junming Huang , Jibin Guan , Junfeng Hao , Xinyuan Song , Junhao Song

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…

Computer Vision and Pattern Recognition · Computer Science 2026-03-06 Alexandru Florea , Shansong Wang , Mingzhe Hu , Qiang Li , Zach Eidex , Luke del Balzo , Mojtaba Safari , Xiaofeng Yang

In late 2022, OpenAI released a new version of ChatGPT, a sophisticated natural language processing system capable of holding natural conversations while preserving and responding to the context of the discussion. ChatGPT has exceeded…

Computers and Society · Computer Science 2023-07-04 Kamil Malinka , Martin Perešíni , Anton Firc , Ondřej Hujňák , Filip Januš

Large language models, pivotal in artificial intelligence, find diverse applications. ChatGPT (Chat Generative Pre-trained Transformer), an OpenAI creation, stands out as a widely adopted, powerful tool. It excels in chatbots, content…

Computation and Language · Computer Science 2025-05-28 Walid Hariri

Developed by OpenAI, ChatGPT (Conditional Generative Pre-trained Transformer) is an artificial intelligence technology that is fine-tuned using supervised machine learning and reinforcement learning techniques, allowing a computer to…

As ChatGPT goes viral, generative AI (AIGC, a.k.a AI-generated content) has made headlines everywhere because of its ability to analyze and create text, images, and beyond. With such overwhelming media coverage, it is almost impossible for…

The recent release of ChatGPT has gained huge attention and discussion worldwide, with responsible AI being a key topic of discussion. How can we ensure that AI systems, including ChatGPT, are developed and adopted in a responsible way? To…

Software Engineering · Computer Science 2023-02-28 Qinghua Lu , Yuxiu Luo , Liming Zhu , Mingjian Tang , Xiwei Xu , Jon Whittle

Cognitive psychology delves on understanding perception, attention, memory, language, problem-solving, decision-making, and reasoning. Large language models (LLMs) are emerging as potent tools increasingly capable of performing human-level…

Computation and Language · Computer Science 2023-04-13 Sifatkaur Dhingra , Manmeet Singh , Vaisakh SB , Neetiraj Malviya , Sukhpal Singh Gill
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