OpenAI, established in December 2015, is a prominent American AI research organization dedicated to developing "safe and beneficial" artificial general intelligence (AGI). Their research focuses on creating highly autonomous systems capable of surpassing human capabilities in economically valuable tasks. A key player in the AI boom, OpenAI has produced significant advancements like large language models, sophisticated image generation models, and previously, open-source models. The organization's release of ChatGPT is widely recognized as a catalyst for the current surge in AI development and interest.
OpenAI successfully recruited nine leading AI researchers, identified by Greg Brockman and deep learning pioneer Yoshua Bengio, as its initial employees.
OpenAI was publicly announced with prominent figures like Sam Altman, Elon Musk, and others pledging over $1 billion in funding. The organization committed to open collaboration, sharing its research and patents with the public.
OpenAI, an American artificial intelligence research organization, was founded with the goal of developing 'safe and beneficial' artificial general intelligence.
OpenAI released a public beta version of 'OpenAI Gym,' a platform specifically designed for research in the field of reinforcement learning.
Nvidia donated its first DGX-1 supercomputer to OpenAI, enabling the organization to train larger and more complex AI models more efficiently. This donation significantly reduced the processing time for training models.
OpenAI unveiled 'Universe,' a software platform designed to measure and train AI's general intelligence using a wide range of real-world applications, including games and websites.
OpenAI announces Gym, a platform intended to serve as an easily implemented benchmark for general-intelligence across a wide range of environments. Similar to the ImageNet challenge for supervised learning, Gym aims to standardize the definition of environments in AI research, promoting reproducibility. The platform offers a user-friendly interface for interacting with these environments.
OpenAI's Gym platform, designed for reinforcement learning research, is made compatible with Python programming language. This allows researchers to use Python to develop and experiment with AI agents within various simulated environments provided by Gym.
OpenAI shifts the focus of development and maintenance efforts for its Gym platform from the official documentation website to the platform's GitHub page. This suggests a change in the primary channel for updates, communication, and community engagement related to Gym.
OpenAI introduces RoboSumo, a virtual environment where simulated metalearning robots learn to navigate and compete. Initially lacking knowledge of basic movement, these humanoid robots are tasked with learning to walk and pushing their opponent out of a ring. Through adversarial learning, the robots adapt to changing conditions and exhibit generalization abilities. When transferred to a new environment with strong winds, the robots demonstrate an understanding of balance learned in RoboSumo, showcasing the potential for competition to drive the development of robust AI capabilities.
OpenAI showcases its Dota 2 bot, later known as OpenAI Five, at The International 2017. In a one-on-one match, the bot defeats professional Dota 2 player Dendi. The demonstration highlights the bot's ability to learn through trial-and-error algorithms, using reinforcement learning to improve its gameplay over time by playing against itself and being rewarded for successful actions. The event marks a significant step towards developing AI systems capable of handling complex tasks.
OpenAI incurred substantial expenses on cloud computing, spending $7.9 million, a quarter of its total functional expenses, solely on this resource. In comparison, DeepMind, another prominent AI research company, had total expenses of $442 million in the same year.
Alec Radford and colleagues publish a paper detailing a groundbreaking approach to generative pre-training of a transformer-based language model. The paper, published on OpenAI's website, demonstrates how this generative language model can acquire world knowledge and process long-range dependencies through pre-training on a diverse and extensive text corpus. This research significantly advances the field of natural language processing, paving the way for more sophisticated language models.
OpenAI Five expands its capabilities to play as a full team of five bots in Dota 2, demonstrating its ability to coordinate and strategize against human opponents. The team showcases its progress by defeating amateur and semi-professional Dota 2 teams, marking a significant advancement in the development of AI for team-based competitive games.
Elon Musk stepped down from his position on OpenAI's Board of Directors, citing potential conflicts of interest with his role as CEO of Tesla, particularly concerning Tesla's development of AI for self-driving cars. While Musk stated he would remain a donor, he did not make any further donations after his departure.
OpenAI develops Dactyl, a system using machine learning to train a Shadow Hand, a human-like robot hand, to manipulate physical objects. Dactyl's learning process occurs entirely in simulation, employing the same reinforcement learning algorithms and training code used for OpenAI Five. The project addresses the challenge of object orientation through domain randomization, exposing the AI to diverse simulated experiences to enhance its adaptability in real-world scenarios. Dactyl's setup includes RGB cameras, enabling the robot to perceive and interact with arbitrary objects by sight. OpenAI demonstrates the system's capability to manipulate a cube and an octagonal prism.
OpenAI launched the Debate Game, which trains machines to debate simplified problems in front of a human judge. The goal is to research how this approach can help audit AI decisions and develop explainable AI.
OpenAI releases Gym Retro, a platform specifically designed for reinforcement learning (RL) research on video games. It allows researchers to train RL algorithms and study their ability to generalize across different games. Gym Retro focuses on enabling agents to transfer knowledge from one game to another, even if the games have similar concepts but different visual appearances.
Training OpenAI's Dota 2 bots demanded significant computational resources, requiring the rental of 128,000 CPUs and 256 GPUs from Google for several weeks.
OpenAI announced GPT-2, a more powerful unsupervised transformer language model compared to its predecessor GPT-1. Due to concerns about potential misuse, only limited demonstrative versions were initially released to the public.
OpenAI announced the development of GPT-2, a language model capable of generating human-quality text, garnering significant attention for its advancements in natural language processing.
In a live exhibition match, OpenAI Five defeats OG, the reigning Dota 2 world champions, with a score of 2-0. The victory highlights the substantial progress made in AI capabilities for complex and strategic games, showcasing the potential of AI to surpass human expertise in challenging domains.
OpenAI released the complete version of the GPT-2 language model. This followed the development of tools to detect "neural fake news" and discussions about the potential impact of GPT-2 on online information.
OpenAI demonstrates Dactyl's ability to solve a Rubik's Cube, showcasing advancements in the robot's dexterity and problem-solving skills. The robot successfully solves the puzzle 60% of the time. This achievement tackles the complex physics involved in manipulating objects like the Rubik's Cube, which are difficult to model accurately. OpenAI achieves this by enhancing Dactyl's robustness to perturbations using Automatic Domain Randomization (ADR). ADR automatically generates progressively challenging simulated environments, eliminating the need for manual specification of randomization ranges and further improving the robot's adaptability.
OpenAI underwent a significant structural change, shifting from a non-profit to a 'capped' for-profit organization. This transition limited profits to 100 times any investment, enabling OpenAI Global LLC to attract investments from venture funds and offer employees stakes in the company.
Investigations revealed that the initial pledged funding for OpenAI was significantly less than $1 billion, with Elon Musk being the primary donor. Notably, YC Research did not contribute despite initial claims.
Microsoft made a significant investment in OpenAI Global LLC, providing $1 billion to support the development and research of artificial intelligence.
OpenAI released MuseNet, a deep neural network trained to predict subsequent musical notes in MIDI music files. It can generate songs with 10 instruments in 15 different styles.
OpenAI first described GPT-3, an unsupervised transformer language model significantly larger than GPT-2, containing 175 billion parameters.
OpenAI announces the launch of a multi-purpose API, providing developers with access to its advanced AI models. This API enables developers to integrate OpenAI's AI capabilities into their own applications, facilitating a wide range of English language AI tasks and expanding the accessibility of OpenAI's technology.
OpenAI initiated a two-month free private beta for GPT-3 through a paid cloud API. The full model was not immediately released to the public due to concerns about potential misuse.
OpenAI granted Microsoft an exclusive license for GPT-3.
OpenAI released Microscope, a collection of visualizations for analyzing the features of eight neural network models commonly studied in interpretability. The models include AlexNet, VGG 19, different versions of Inception, and different versions of CLIP Resnet.
OpenAI released Jukebox, an open-sourced algorithm for generating music with vocals. Trained on 1.2 million samples, Jukebox can create song samples based on genre, artist, and lyrics snippets. OpenAI acknowledges limitations in the model's ability to create complex musical structures.
OpenAI introduced GPT-3, a powerful language model trained on massive internet datasets, showcasing its ability to answer questions, translate languages, and generate creative text formats. OpenAI also launched its commercial API, powered by GPT-3, as its first commercial product.
MuseNet was used in the internet psychological thriller Ben Drowned to create music for the titular character, demonstrating early application in pop culture.
OpenAI introduced DALL-E, a Transformer model that generates images from textual descriptions using a 12-billion-parameter version of GPT-3. At this time, no API or code was made available.
OpenAI released the API for Codex, a GPT-3 descendant trained on code from 54 million GitHub repositories, in private beta. Codex powers GitHub Copilot.
OpenAI introduced DALL-E, a specialized deep learning model capable of generating intricate digital images from textual descriptions using a variation of the GPT-3 architecture.
OpenAI revealed CLIP, a model trained to analyze the semantic similarity between text and images, with applications in image classification.
OpenAI announced DALL-E 2, an enhanced version of DALL-E capable of producing more realistic images.
OpenAI launched ChatGPT, a conversational AI tool built on GPT-3, allowing users to ask questions and receive answers in natural language. ChatGPT gained 1 million users within 5 days of its launch.
OpenAI released a free preview of ChatGPT, its new AI chatbot powered by GPT-3.5, attracting widespread media attention and over a million signups within its first five days.
OpenAI published the software for Point-E on GitHub, a system designed to convert text descriptions into 3D models.
OpenAI releases its strategy for addressing the challenge of aligning artificial general intelligence (AGI) with human values. The organization acknowledges the potential risks of unaligned AGI, emphasizing the difficulty of the alignment problem and suggesting it may require global cooperation to solve. OpenAI outlines its plans to explore methods for leveraging human feedback in AI training and using AI to progressively automate alignment research.
OpenAI released Whisper, a general-purpose speech recognition model trained on a large and diverse audio dataset. Whisper is a multi-task model that can perform multilingual speech recognition, translation, and language identification.
OpenAI was criticized for outsourcing data annotation to Sama, a company employing workers in Kenya. The annotations, used to train an AI model for detecting toxicity, exposed workers to graphic content, raising ethical concerns and prompting discussions about worker compensation.
Microsoft announced a significant investment of $10 billion in OpenAI, aiming to integrate ChatGPT into its products and services.
Microsoft revealed its plans to incorporate AI technology based on ChatGPT into various products, including Bing, Edge, and Microsoft 365.
Reid Hoffman stepped down from his position on OpenAI's board to prevent conflicts of interest due to his investments in other AI companies.
OpenAI launched GPT-4, a more advanced language model, available through an API and as a feature in ChatGPT Plus.
OpenAI faced criticism for limited transparency regarding technical details of models like GPT-4, deviating from their initial commitment to openness and hindering independent research and safety development. OpenAI cited competitiveness and safety concerns as justification for this shift.
OpenAI announced the discontinuation of support for the Codex API.
The European Data Protection Board (EDPB) established a task force dedicated to ChatGPT to investigate potential GDPR violations and coordinate enforcement actions among data protection authorities.
OpenAI launched a dedicated ChatGPT app for iOS, supporting chat history syncing and voice input powered by their speech recognition model, Whisper.
OpenAI leadership published recommendations for governing superintelligence, emphasizing the need for international oversight and increased safety research.
Authors Sarah Silverman, Matthew Butterick, Paul Tremblay, and Mona Awad filed a lawsuit against OpenAI for copyright infringement, alleging unauthorized use of their work.
OpenAI launched a ChatGPT app for Android, expanding its accessibility to a wider user base.
OpenAI faced a lawsuit for allegedly violating EU General Data Protection Regulations, raising concerns about data privacy and compliance.
OpenAI acquired Global Illumination, a startup specializing in AI-driven creative tools and digital infrastructure.
OpenAI announced that ChatGPT can now "see, hear, and speak". ChatGPT Plus users gained the ability to upload images, while mobile app users could interact with the chatbot using voice.
Seventeen authors, including prominent names like George R. R. Martin and John Grisham, joined the Authors Guild in a class action lawsuit against OpenAI, alleging illegal use of their copyrighted works in training OpenAI's technology.
OpenAI announced DALL-E 3, a more advanced model able to generate images from complex descriptions without manual prompt engineering, and render complex details.
Microsoft consolidated its various Copilot products under the single brand "Microsoft Copilot," including Bing Chat and Microsoft 365 Copilot.
OpenAI announced a partnership with G42, an Emirati AI company, allowing G42 to utilize OpenAI technology.
OpenAI integrated DALL-E 3, their latest image generation model, into ChatGPT Plus and ChatGPT Enterprise. ChatGPT was used to write prompts for DALL-E based on user conversations.
OpenAI introduced GPTs, enabling users to create custom versions of ChatGPT for specific purposes.
OpenAI temporarily halted new subscriptions for ChatGPT Plus due to high demand, with access restored a month later.
OpenAI undergoes a significant reorganization, including the return of Sam Altman as CEO and changes to the board of directors. This event is perceived by some as a shift towards a greater business focus and a potential reduction in the influence of individuals prioritizing caution within the organization.
In a surprising turn of events, the OpenAI board removed CEO Sam Altman and Chairman Greg Brockman from their positions. However, just four days later, both Altman and Brockman returned to their roles after negotiations with the board, leading to the resignation of most board members. A new board was formed with Bret Taylor, former Salesforce co-CEO, as chairman, and Microsoft gained a non-voting board seat.
Discussions emerged regarding Sam Altman's potential return as OpenAI's CEO due to pressure from investors like Microsoft and Thrive Capital who opposed his removal.
Negotiations for Sam Altman's return to OpenAI broke down, leading to Emmett Shear's appointment as interim CEO. The board's attempts to replace Altman with Anthropic CEO Dario Amodei and to merge the companies were declined.
Microsoft announced that Sam Altman and Greg Brockman would lead a new AI research team, while still maintaining their commitment to OpenAI. In response to a potential mass resignation of OpenAI employees, negotiations with Altman and the board restarted.
The New York Times filed a lawsuit against OpenAI for copyright infringement.
Microsoft extended the availability of Microsoft Copilot to Windows operating systems and released standalone apps for Android and iOS.
OpenAI's GPT Store, initially planned for a 2023 launch, was postponed to early 2024, likely due to leadership changes following the initial announcement.
Anonymous sources indicated that OpenAI Global LLC projected revenue of $200 million for 2023.
Microsoft further solidified its partnership with OpenAI by investing an additional $10 billion, a large portion of which was dedicated to computational resources on Microsoft's Azure cloud service.
OpenAI introduced ChatGPT Plus, a GPT-4 powered version of ChatGPT, available for a monthly subscription fee. They also made GPT-4 accessible to select applicants through their API waitlist, charging fees based on token usage.
The Intercept, Raw Story, and Alternate Media Inc. filed a lawsuit against OpenAI for copyright infringement, introducing a new legal strategy for digital publishers in copyright litigation against OpenAI.
NOYB filed a complaint with the Austrian Datenschutzbehörde (Data Protection Authority) against OpenAI for violating the GDPR. The complaint centered around ChatGPT generating inaccurate personal data and the lack of transparency and user control over data processing.
OpenAI revealed that they had destroyed their Books1 and Books2 training datasets, which were used to train GPT-3 and were believed to contain over 100,000 copyrighted books, further escalating the copyright controversy.
Anonymous sources indicated that OpenAI Global LLC projected revenue of $1 billion for 2024.
The launch of OpenAI's GPT Store was further delayed, with no confirmed date set.