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GPT-4o System Card

OpenAI OpenAI
:
Aaron Hurst
Adam Lerer
Adam P. Goucher
Adam Perelman
Aditya A. 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
A. Kirillov
Alexi Christakis
Alexis Conneau
Ali Kamali
Allan Jabri
Allison Moyer
Allison Tam
Amadou Crookes
Amin Tootoochian
Amin Tootoonchian
A. 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
A. Nayak
Avital Oliver
Barret Zoph
Behrooz Ghorbani
Ben Leimberger
Ben Rossen
Ben Sokolowsky
Ben Wang
Benjamin Zweig
Beth Hoover
Blake Samic
Bob McGrew
B. S.
Bogo Giertler
Bowen Cheng
Brad Lightcap
Brandon Walkin
Brendan Quinn
Brian Guarraci
Brian Hsu
Bright Kellogg
Brydon Eastman
Camillo Lugaresi
Carroll L. Wainwright
Cary Bassin
Cary Hudson
Casey Chu
Chad Nelson
Chak Ming Li
Chan Jun Shern
Channing Conger
Charlotte Barette
Chelsea Voss
Chen Ding
Cheng Lu
Chong Zhang
Chris Beaumont
Chris Hallacy
Chris Koch
C. Gibson
Christina Kim
C. Choi
C. 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 A. Mély
David Robinson
David Sasaki
Denny Jin
Dev Valladares
Dimitris Tsipras
D. Li
D. Nguyen
Duncan Findlay
Edede Oiwoh
E. Wong
Ehsan Asdar
Elizabeth Proehl
E. Yang
Eric Antonow
Eric Kramer
Eric Peterson
Eric Sigler
Eric Wallace
E. Brevdo
Evan Mays
Farzad Khorasani
F. 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 Pondé 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
I. Kanitscheider
Ishaan Gulrajani
Jacob Coxon
Jacob Menick
J. Pachocki
James Aung
James Betker
James Crooks
James Lennon
J. Kiros
Jan Leike
Jane Park
Jason Kwon
Jason Phang
Jason Teplitz
Jason W. Wei
Jason Wolfe
J. Chen
Jeff Harris
Jenia Varavva
Jessica Gan Lee
Jessica Shieh
Ji Lin
Jiahui Yu
Jiayi Weng
Jie Tang
Jieqi Yu
Joanne Jang
Joaquin Quiñonero Candela
Joe Beutler
Joe Landers
Joel Parish
Johannes Heidecke
John Schulman
Jonathan Lachman
Jonathan McKay
J. Uesato
Jonathan Ward
Jong Wook Kim
Joost Huizinga
Jordan Sitkin
Jos Kraaijeveld
Josh Gross
Josh Kaplan
Josh Bleecher Snyder
Joshua Achiam
Joy Jiao
J. Lee
Juntang Zhuang
Justyn Harriman
Kai Fricke
Kai Hayashi
K. Singhal
Katy Shi
K. K.
Kayla Wood
Kendra Rimbach
K. 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
L. 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
M. Yang
Mengchao Zhong
Mia Glaese
Mianna Chen
Michael Janner
Michael Lampe
Michael Petrov
Michael Wu
Michele Wang
Michelle Fradin
Michelle Pokrass
Miguel Castro
M. Castro
Mikhail Pavlov
Miles Brundage
M. Wang
Minal Khan
Mira Murati
Mo Bavarian
Molly Lin
Murat Yesildal
Nacho Soto
N. Gimelshein
Natalie Cone
Natalie Staudacher
Natalie Summers
Natan LaFontaine
Neil Chowdhury
Nick Ryder
Nick Stathas
Nick Turley
Nik Tezak
Niko Felix
Nithanth Kudige
N. Keskar
Noah Deutsch
Noel Bundick
Nora Puckett
Ofir Nachum
Ola Okelola
Oleg Boiko
O. 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
R. Troll
Randall Lin
Rapha Gontijo Lopes
Raul Puri
Reah Miyara
R. 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
S. 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
S.
X. Xia
Sonia Phene
Spencer Papay
Srinivas Narayanan
Steve Coffey
S. Lee
Stewart Hall
S. 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
W. Chang
W. J. Zheng
Wenda Zhou
Wesam Manassra
Will Sheu
Wojciech Zaremba
Yash Patil
Y. Qian
Yongjik Kim
Youlong Cheng
Yu Zhang
Yuchen He
Yuchen Zhang
Yujia Jin
Yunxing Dai
Yury Malkov
Abstract

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 all inputs and outputs are processed by the same neural network. GPT-4o can respond to audio inputs in as little as 232 milliseconds, with an average of 320 milliseconds, which is similar to human response time in conversation. It matches GPT-4 Turbo performance on text in English and code, with significant improvement on text in non-English languages, while also being much faster and 50\% cheaper in the API. GPT-4o is especially better at vision and audio understanding compared to existing models. In line with our commitment to building AI safely and consistent with our voluntary commitments to the White House, we are sharing the GPT-4o System Card, which includes our Preparedness Framework evaluations. In this System Card, we provide a detailed look at GPT-4o's capabilities, limitations, and safety evaluations across multiple categories, focusing on speech-to-speech while also evaluating text and image capabilities, and measures we've implemented to ensure the model is safe and aligned. We also include third-party assessments on dangerous capabilities, as well as discussion of potential societal impacts of GPT-4o's text and vision capabilities.

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