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1943 – 2026 305 events 5 eras

The AI Timeline

For decades, humanity has dreamed of building minds. This is the story of that dream, from its first spark to its living, breathing forms today, with each era drawn in the computer interface of its day.

Events per year. 207 of the 305 events happened in the 2020s.

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  1. Chapter 1 1940s – 1960sThe Foundation EraPunch cards 21 events
  2. Chapter 2 1970s – 1980sThe Knowledge EraGreen-screen terminal 20 events
  3. Chapter 3 1990s – 2000sThe Learning EraDesktop windows 20 events
  4. Chapter 4 2010sThe Deep Learning RevolutionResearch notebook 37 events
  5. Chapter 5 2020s – PresentThe Generative AI EraChat thread 207 events
Begin in 1943
Chapter 11940s – 1960s

The Foundation Era

The birth of artificial intelligence as a field of study, where visionary researchers laid the theoretical groundwork and created the first programs that could simulate human reasoning.

21 events Punch cards

  1. 1943, 1 event

    1. Landmark

      McCulloch-Pitts Neuron

      Warren McCulloch and Walter Pitts publish 'A Logical Calculus of the Ideas Immanent in Nervous Activity,' proposing the first mathematical model of a neural network.

      Research Breakthroughsen.wikipedia.org
  2. 6 years later

    1949, 1 event

    1. Hebb Explains How Neurons Learn

      Donald Hebb's book 'The Organization of Behavior' proposes that the connection between two neurons grows stronger when they fire together, the idea behind Hebbian learning in later neural networks.

      Research Breakthroughsen.wikipedia.org
  3. 1950, 2 events

    1. Claude Shannon's paper 'Programming a Computer for Playing Chess' describes how a machine could look ahead through possible moves and score the positions it reaches, the approach chess programs build on for decades.

      Research Breakthroughsdoi.org
    2. Landmark

      The Turing Test

      Alan Turing's paper 'Computing Machinery and Intelligence' proposes the 'Imitation Game' to assess a machine's ability to exhibit intelligent behavior indistinguishable from that of a human.

      Research Breakthroughsarchive.org
  4. 1951, 2 events

    1. First AI Programs

      Christopher Strachey writes a checkers program and Dietrich Prinz writes a chess program for the Ferranti Mark 1 computer, among the first AI programs.

      Models & Architecturescomputerhistory.org
    2. Marvin Minsky and Dean Edmonds build SNARC, a machine of 300 vacuum tubes that simulates a small network of neurons and learns by reinforcement to guide simulated rats through a maze.

      Hardware Advancesen.wikipedia.org
  5. 1952, 1 event

    1. Samuel's Checkers Program

      Arthur Samuel develops a self-learning checkers program on an IBM 701, one of the first demonstrations of machine learning.

      Models & Architectureshistory.computer.org
  6. 2 years later

    1954, 1 event

    1. Georgetown University and IBM show fully automatic machine translation, with an IBM 701 turning more than sixty Russian sentences into English in a demonstration staged to win government and public support.

      Public Releasesen.wikipedia.org
  7. 2 years later

    1956, 2 events

    1. Landmark

      Dartmouth AI Conference

      The birth of AI as a field — researchers gathered at Dartmouth College to explore the idea of machines simulating human intelligence.

      Research Breakthroughsen.wikipedia.org
    2. Allen Newell, Herbert Simon, and Cliff Shaw complete Logic Theorist, which proves 38 of the first 52 theorems in chapter 2 of Principia Mathematica and is usually considered the first true AI program.

      Models & Architecturesen.wikipedia.org
  8. 1957, 1 event

    1. General Problem Solver

      Herbert Simon, J. C. Shaw and Allen Newell create the General Problem Solver, a program meant to work as a universal problem solver by breaking a goal into subgoals it can reach step by step.

      Models & Architecturesen.wikipedia.org
  9. 1958, 2 events

    1. Landmark

      Rosenblatt's Perceptron

      Frank Rosenblatt presents the perceptron, a neural network that learns to classify inputs from examples, at a U.S. Navy press event, and The New York Times reports on a 'New Navy Device' that 'Learns By Doing.'

      Research Breakthroughsen.wikipedia.org
    2. LISP Programming Language

      John McCarthy develops LISP, which becomes a foundational programming language for AI research.

      Research Breakthroughsdoi.org
  10. 1959, 1 event

    1. Arthur Samuel Coins 'Machine Learning'

      Arthur Samuel's paper 'Some Studies in Machine Learning Using the Game of Checkers' describes a program that learns to play better checkers than the person who wrote it, and gives the field of machine learning its name.

      Research Breakthroughsdoi.org
  11. 1960, 1 event

    1. ADALINE Learns From Its Errors

      Bernard Widrow and his student Marcian Hoff at Stanford build ADALINE, a single-layer neural network that adjusts its weights to shrink its error on each example, an early form of the gradient training used today.

      Models & Architecturesen.wikipedia.org
  12. 1961, 1 event

    1. The first industrial robot, Unimate, begins work on a General Motors assembly line.

      Hardware Advancesen.wikipedia.org
  13. 4 years later

    1965, 2 events

    1. DENDRAL, the First Expert System

      Edward Feigenbaum and Joshua Lederberg create DENDRAL, an expert system that could identify chemical compounds, demonstrating the potential of AI for specialized knowledge tasks.

      Models & Architecturesen.wikipedia.org
    2. Alexey Ivakhnenko and V. G. Lapa publish the Group Method of Data Handling, the first working method for training neural networks many layers deep.

      Research Breakthroughsen.wikipedia.org
  14. 1966, 1 event

    1. ELIZA, the First Chatbot

      Joseph Weizenbaum at MIT creates ELIZA, an early natural language processing program that simulated conversation with a psychotherapist.

      Public Releasesen.wikipedia.org
  15. 3 years later

    1969, 2 events

    1. Shakey the Robot

      Stanford Research Institute's Shakey becomes the first mobile robot to reason about its own actions, combining perception, planning, and problem-solving.

      Hardware Advancesen.wikipedia.org
    2. Marvin Minsky and Seymour Papert publish 'Perceptrons,' which highlights the limitations of simple neural networks and contributes to a long decline in neural network research.

      Bombshell Newsen.wikipedia.org

Chapter 2 1970s – 1980s

The Knowledge Era

A period focused on encoding human expertise into computer systems, leading to the development of expert systems and the first commercial AI applications.

20 events found Green-screen terminal

  1. 1970, 1 event

    1. SHRDLU Talks About a World of Blocks

      Models & Architectures

      Terry Winograd's SHRDLU, built at MIT from 1968 to 1970, holds a typed conversation about a virtual world of blocks, cones and balls, moving them on command and answering questions about them.

      en.wikipedia.org

  2. 2 years later

    1972, 1 event

    1. Prolog Programming Language

      AI Tools

      Alain Colmerauer and Philippe Roussel create Prolog in Marseille, a language whose programs are written as logical facts and rules, later taken up by Japan's Fifth Generation project.

      en.wikipedia.org

  3. 1973, 2 events

    1. Lighthill Report

      Ethics & Policy

      The Lighthill Report in the UK leads to significant cuts in AI research funding, helping bring on the first AI winter.

      en.wikipedia.org

  4. 1974, 2 events

    1. MYCIN Medical Expert System

      Models & Architectures

      Edward Shortliffe's Stanford dissertation describes MYCIN, an expert system that identifies the bacteria behind severe infections and recommends antibiotics; in tests its advice rated as well as Stanford faculty's, though it was never used in practice.

      en.wikipedia.org

    2. Landmark

      The First AI Winter Begins

      Bombshell News

      With DARPA cutting undirected research and the Lighthill Report dismantling UK programs, funding for AI dries up, starting the first AI winter, which lasts until around 1980.

      en.wikipedia.org

  5. 6 years later

    1980, 3 events

    1. Neocognitron

      Models & Architectures

      Kunihiko Fukushima develops the Neocognitron, a hierarchical, multilayered artificial neural network that is a precursor to modern CNNs.

      en.wikipedia.org

    2. First AAAI Conference

      Research Breakthroughs

      The first conference of the American Association for Artificial Intelligence (AAAI) is held at Stanford, signaling a resurgence of interest in the field.

      purl.stanford.edu

    3. XCON Brings Expert Systems to Business

      AI Tools

      Digital Equipment Corporation puts XCON into use, an expert system by Carnegie Mellon's John McDermott that configures VAX computer orders; by the mid-1980s it saves DEC an estimated $25 million a year.

      en.wikipedia.org

  6. 2 years later

    1982, 2 events

    1. Hopfield Networks

      Research Breakthroughs

      John Hopfield shows how a recurrent neural network can work as a content-addressable memory, recalling a whole stored pattern from part of it, work that helps revive interest in neural networks.

      en.wikipedia.org

    2. Japan's Fifth Generation Computer Project

      Ethics & Policy

      Japan's Ministry of International Trade and Industry launches the Fifth Generation Computer Systems project, a ten-year effort to build logic-programming computers for AI that prompts rival programs in the US, UK and Europe.

      en.wikipedia.org

  7. 1983, 1 event

    1. DARPA's Strategic Computing Initiative

      Companies & Investments

      DARPA launches the Strategic Computing Initiative, a ten-year program inspired by Japan's Fifth Generation project, on which the Department of Defense spends $1 billion for advanced computing and AI.

      en.wikipedia.org

  8. 1984, 1 event

    1. Cyc Sets Out to Encode Common Sense

      Models & Architectures

      Douglas Lenat begins Cyc at MCC, a decades-long effort to hand-encode the everyday facts and rules of thumb that make up human common sense.

      en.wikipedia.org

  9. 1985, 2 events

    1. Boltzmann Machines Learn Hidden Features

      Research Breakthroughs

      David Ackley, Geoffrey Hinton and Terrence Sejnowski publish a learning algorithm for Boltzmann machines, networks whose hidden units learn their own internal representation of the data.

      doi.org

    2. Judea Pearl Names Bayesian Networks

      Research Breakthroughs

      Judea Pearl coins the term Bayesian network for graphs of probabilities that let a system reason under uncertainty, updating its beliefs as new evidence arrives.

      en.wikipedia.org

  10. 1986, 1 event

    1. Landmark

      Backpropagation Popularized

      Research Breakthroughs

      David Rumelhart, Geoffrey Hinton, and Ronald Williams publish a paper that popularizes the backpropagation algorithm, enabling the training of multi-layer neural networks.

      nature.com

  11. 1987, 2 events

    1. Lisp Machine Market Collapses

      Bombshell News

      The market for specialized Lisp machines collapses as cheaper workstations and desktop computers catch up, wiping out a half-billion-dollar industry in a year and starting the second AI winter.

      en.wikipedia.org

    2. VaMoRs Drives Itself at 96 km/h

      Hardware Advances

      Ernst Dickmanns' robot van VaMoRs, steered by computer vision, can drive itself at up to 96 km/h (60 mph), a year after it first drove on its own.

      en.wikipedia.org

  12. 2 years later

    1989, 2 events

    1. LeNet and Convolutional Neural Networks (CNNs)

      Models & Architectures

      Yann LeCun develops LeNet, one of the first successful applications of Convolutional Neural Networks, for recognizing handwritten digits.

      en.wikipedia.org

    2. Q-Learning

      Research Breakthroughs

      Chris Watkins introduces Q-learning in his PhD thesis 'Learning from Delayed Rewards', a way for an agent to learn the value of each action from rewards alone, which DeepMind's Atari player later pairs with deep networks.

      en.wikipedia.org

Chapter 3 Desktop windows

1990s – 2000s

The Learning Era

The emergence of machine learning as computers began to learn from data rather than relying solely on programmed rules, setting the stage for modern AI.

20 events loaded

  1. 1992, 1 event

    1. Reinforcement Learning Breakthrough

      Gerald Tesauro's TD-Gammon, a backgammon program that learns through reinforcement learning, plays at a level just below the top human players.

      Models & Architectures

      en.wikipedia.org

  2. 2 years later

    1994, 1 event

    1. Chinook Becomes Checkers World Champion

      Chinook, a checkers program from the University of Alberta, is declared Man-Machine World Champion after six drawn games against Marion Tinsley, who withdraws from the match because of illness.

      Models & Architectures

      en.wikipedia.org

  3. 1995, 2 events

    1. Support Vector Machines (SVMs)

      Corinna Cortes and Vladimir Vapnik publish 'Support-Vector Networks,' the soft-margin form of support vector machines, which becomes a widely used supervised learning algorithm.

      Research Breakthroughs

      en.wikipedia.org

    2. AdaBoost

      Yoav Freund and Robert Schapire introduce AdaBoost, which builds an accurate classifier out of many weak ones by focusing each new one on the examples the others got wrong, work that wins them the 2003 Gödel Prize.

      Research Breakthroughs

      en.wikipedia.org

  4. 2 years later

    1997, 2 events

    1. IBM Deep Blue Defeats Garry Kasparov

      IBM's Deep Blue becomes the first computer to defeat a reigning world chess champion in a match under standard chess tournament time controls.

      Hardware Advances

      en.wikipedia.org

      Landmark

    2. Long Short-Term Memory (LSTM)

      Sepp Hochreiter and Jürgen Schmidhuber propose Long Short-Term Memory (LSTM), a type of recurrent neural network (RNN) architecture that becomes widely used for natural language processing.

      Models & Architectures

      doi.org

  5. 1998, 2 events

    1. LeNet-5 and the MNIST Benchmark

      Yann LeCun, Léon Bottou, Yoshua Bengio and Patrick Haffner publish LeNet-5, a convolutional network for reading handwriting trained on the MNIST digits, which become machine learning's standard first benchmark.

      Research Breakthroughs

      doi.org

    2. Kismet the Robot

      Cynthia Breazeal at MIT builds Kismet, a robot that can recognize and display emotions.

      Hardware Advances

      en.wikipedia.org

  6. 1999, 1 event

    1. Sony's AIBO Robot Dog

      Sony introduces AIBO, an autonomous robot dog for the home, and when sales open in June the first units sell out online in 20 minutes.

      Public Releases

      en.wikipedia.org

  7. 2 years later

    2001, 1 event

    1. Random Forests

      Leo Breiman publishes random forests, in which many decision trees, each grown on random samples of the data and features, vote on the answer, building on Tin Kam Ho's 1995 random decision forests.

      Research Breakthroughs

      doi.org

  8. 2002, 1 event

    1. Roomba Vacuum Cleaner

      iRobot releases the Roomba, one of the first commercially successful domestic robots.

      Public Releases

      en.wikipedia.org

  9. 2003, 1 event

    1. A Neural Probabilistic Language Model

      Yoshua Bengio, Réjean Ducharme, Pascal Vincent and Christian Jauvin train a neural network that learns a vector for every word and uses them to predict the next word, an early step toward today's language models.

      Research Breakthroughs

      jmlr.org

  10. 2 years later

    2005, 1 event

    1. Stanford's Stanley Wins DARPA Challenge

      Stanford's autonomous vehicle, Stanley, wins the second DARPA Grand Challenge, a major milestone for self-driving cars.

      Hardware Advances

      en.wikipedia.org

  11. 2006, 2 events

    1. Deep Belief Networks

      Geoffrey Hinton, Simon Osindero, and Yee-Whye Teh introduce Deep Belief Networks, reigniting interest in deep learning.

      Research Breakthroughs

      cs.toronto.edu

    2. Netflix Prize Launches

      Netflix offers $1 million to anyone who can beat its movie recommendation algorithm by 10%; the team BellKor's Pragmatic Chaos wins the prize in 2009.

      Research Breakthroughs

      en.wikipedia.org

  12. 2007, 2 events

    1. NVIDIA Releases CUDA

      NVIDIA releases CUDA, a platform for general-purpose computing on its graphics chips, which researchers later use to train neural networks on GPUs.

      Hardware Advances

      en.wikipedia.org

    2. DARPA Urban Challenge

      Tartan Racing, from Carnegie Mellon and General Motors, wins the $2 million DARPA Urban Challenge with its car Boss, in a contest for driverless cars on a mock city course.

      Hardware Advances

      en.wikipedia.org

  13. 2 years later

    2009, 3 events

    1. Google Starts Its Self-Driving Car Project

      Google begins a self-driving car project led by Sebastian Thrun, a former director of the Stanford Artificial Intelligence Laboratory; it is spun out as Waymo in 2016.

      Hardware Advances

      en.wikipedia.org

    2. GPUs Speed Up Deep Learning

      Rajat Raina, Anand Madhavan and Andrew Ng show that graphics processors can train large deep networks many times faster than ordinary processors, making much bigger models practical.

      Research Breakthroughs

      doi.org

    3. ImageNet Database Created

      Fei-Fei Li and colleagues launch ImageNet, a large-scale database of labeled images that becomes a crucial benchmark for computer vision research.

      Research Breakthroughs

      image-net.org

      Landmark

Chapter 4 2010s

The Deep Learning Revolution

A transformative period where neural networks with multiple layers achieved breakthrough performance in vision, speech, and language understanding.

Research notebook

37 events

  1. 2010, 1 event

    1. DeepMind Founded

      Companies & Investments

      Demis Hassabis, Shane Legg, and Mustafa Suleyman found the AI research company DeepMind in the United Kingdom.

      en.wikipedia.org

  2. 2011, 2 events

    1. IBM Watson Wins Jeopardy!

      Public Releases

      IBM's Watson question-answering system defeats two of the greatest Jeopardy! champions, Ken Jennings and Brad Rutter.

      ibm.com

    2. Apple Launches Siri

      Public Releases

      Apple launches the iPhone 4S with a beta of Siri, a voice assistant that began as a spin-out of SRI International's AI research, putting a conversational assistant in millions of pockets.

      en.wikipedia.org

  3. 2012, 2 events

    1. Google Brain Learns to Recognize Cats

      Research Breakthroughs

      A Google neural network spread across 16,000 processor cores learns to recognize cats from unlabeled YouTube frames without ever being told what a cat is, showing the power of large-scale deep learning.

      blog.google

    2. ImageNet Breakthrough

      Research BreakthroughsLandmark

      AlexNet wins the ImageNet competition, drastically reducing error rates and proving the power of deep learning.

      papers.nips.cc

  4. 2013, 2 events

    1. Word2Vec

      Research Breakthroughs

      Google researchers led by Tomas Mikolov release Word2Vec, a popular model for creating word embeddings.

      arxiv.org

    2. DeepMind's Atari Breakthrough

      Research Breakthroughs

      DeepMind demonstrates an AI that can learn to play Atari games from raw pixel data, using deep reinforcement learning.

      arxiv.org

  5. 2014, 5 events

    1. Google Acquires DeepMind

      Companies & Investments

      Google acquires the British artificial intelligence company DeepMind for a reported £400 million.

      theguardian.com

    2. Generative Adversarial Networks (GANs)

      Research Breakthroughs

      Ian Goodfellow and his colleagues introduce Generative Adversarial Networks (GANs), a class of machine learning frameworks that can generate new data.

      arxiv.org

    3. Attention for Neural Machine Translation

      Research Breakthroughs

      Dzmitry Bahdanau, Kyunghyun Cho and Yoshua Bengio let a translation network learn which source words to focus on for each word it writes, the attention mechanism the Transformer is later built around.

      arxiv.org

    4. Amazon Unveils Echo and Alexa

      Public Releases

      Amazon announces the Echo smart speaker and its voice assistant, Alexa, at first available by invitation only.

      en.wikipedia.org

    5. Adam Optimizer

      Research Breakthroughs

      Diederik Kingma and Jimmy Ba publish Adam, an optimizer that adapts the step size for each parameter and becomes a default choice for training deep networks.

      arxiv.org

  6. 2015, 4 events

    1. Diffusion Models Proposed

      Research Breakthroughs

      Stanford researchers publish work on diffusion models, a technique that would later become foundational for high-quality image generation.

      arxiv.org

    2. Google Open-Sources TensorFlow

      AI Tools

      Google releases TensorFlow, the machine learning system it uses internally, as open source under the Apache 2.0 license.

      research.google

    3. OpenAI Founded

      Companies & Investments

      OpenAI is founded as a non-profit AI research company by Elon Musk, Sam Altman, and others with a mission to ensure that artificial general intelligence benefits all of humanity.

      openai.com

    4. ResNet Makes Networks Much Deeper

      Models & Architectures

      Kaiming He and colleagues at Microsoft Research introduce residual networks, which train networks up to 152 layers deep and win the 2015 ImageNet classification challenge.

      arxiv.org

  7. 2016, 6 events

    1. AlphaGo Defeats Lee Sedol

      Models & ArchitecturesLandmark

      DeepMind's AlphaGo defeats world champion Lee Sedol in Go, showcasing AI's ability to master complex, intuition-based games.

      deepmind.google

    2. Microsoft's Tay Chatbot Pulled Within a Day

      Bombshell News

      Microsoft takes its Twitter chatbot Tay offline less than a day after launch, after a coordinated attack by users led it to post offensive and hurtful tweets.

      blogs.microsoft.com

    3. Google Reveals the TPU

      Hardware Advances

      Google reveals the Tensor Processing Unit, a custom machine learning chip it had already run in its data centers for over a year, including in AlphaGo's match against Lee Sedol.

      en.wikipedia.org

    4. PyTorch's First Release

      AI Tools

      PyTorch, a Python deep learning library from Facebook's AI researchers, posts its first alpha release; it later underpins systems such as ChatGPT, Tesla Autopilot and Hugging Face's Transformers.

      en.wikipedia.org

    5. WaveNet Generates Natural Speech

      Research Breakthroughs

      DeepMind's WaveNet generates speech one audio sample at a time with a deep neural network, and listeners rate it more natural than the best text-to-speech systems of the day.

      arxiv.org

    6. Google Neural Machine Translation

      Public Releases

      Google switches Chinese-to-English Google Translate to a neural machine translation system that cuts translation errors by 55% to 85% on several major language pairs.

      research.google

  8. 2017, 5 events

    1. Libratus Beats Top Poker Pros

      Models & Architectures

      Carnegie Mellon's Libratus beats four top professional players at heads-up no-limit Texas hold'em over 120,000 hands, a game of hidden cards and bluffing.

      en.wikipedia.org

    2. Canada's National AI Strategy

      Ethics & Policy

      Canada becomes the first country to release a national AI strategy, aiming to invest in research and talent.

      cifar.ca

    3. Attention Is All You Need

      Research BreakthroughsLandmark

      Google researchers publish the paper 'Attention Is All You Need,' introducing the Transformer architecture, which becomes the foundation for most modern large language models.

      arxiv.org

    4. AlphaGo Zero

      Models & Architectures

      DeepMind introduces AlphaGo Zero, which learns to play Go from scratch, without any human data, and surpasses all previous versions of AlphaGo.

      deepmind.google

    5. AlphaZero Masters Chess, Shogi and Go

      Models & Architectures

      DeepMind's AlphaZero teaches itself chess, shogi, and Go from random play, reaching a superhuman level within 24 hours and defeating a world-champion program in each game.

      arxiv.org

  9. 2018, 4 events

    1. Self-Driving Uber Kills a Pedestrian

      Bombshell News

      A self-driving Uber test car strikes and kills Elaine Herzberg in Tempe, Arizona, the first recorded pedestrian death involving a self-driving car.

      en.wikipedia.org

    2. OpenAI Releases GPT-1

      Public Releases

      OpenAI releases the first Generative Pre-trained Transformer (GPT-1), demonstrating the potential of large-scale unsupervised language models.

      openai.com

    3. Google Releases BERT

      Research Breakthroughs

      Google releases Bidirectional Encoder Representations from Transformers (BERT), a new language representation model that achieves state-of-the-art results on a wide array of natural language processing tasks.

      arxiv.org

    4. AlphaFold Tops the CASP13 Contest

      Research Breakthroughs

      DeepMind's first AlphaFold places first in CASP13, the leading contest for predicting the shapes of proteins, two years before AlphaFold 2 largely solves the problem.

      en.wikipedia.org

  10. 2019, 6 events

    1. OpenAI Releases GPT-2

      Public Releases

      OpenAI announces GPT-2 but initially withholds the full model due to concerns about malicious use, sparking a debate about responsible AI disclosure.

      openai.com

    2. Turing Award for Deep Learning Pioneers

      Research Breakthroughs

      Geoffrey Hinton, Yann LeCun, and Yoshua Bengio receive the ACM A.M. Turing Award for their foundational work on deep learning.

      acm.org

    3. OpenAI Five Beats the Dota 2 World Champions

      Models & Architectures

      OpenAI Five defeats OG, the reigning Dota 2 world champions, in back-to-back games, becoming the first AI to beat world champions at an esports game.

      openai.com

    4. OECD AI Principles

      Ethics & Policy

      The Organisation for Economic Co-operation and Development (OECD) adopts a set of principles for responsible stewardship of trustworthy AI.

      oecd.ai

    5. Microsoft Invests $1 Billion in OpenAI

      Companies & Investments

      Microsoft announces a $1 billion investment in and partnership with OpenAI to build new Azure AI supercomputing technologies.

      news.microsoft.com

    6. AlphaStar Reaches Grandmaster Level in StarCraft II

      Models & Architectures

      DeepMind's AlphaStar becomes the first AI to reach the top league of a widely popular and complex esport without any game restrictions.

      deepmind.com

The next 7 years hold 207 events, 23 times the yearly pace of the 77 years before them.

What happened to AI after 2020?

Chapter 5 2020s – Present

The Generative AI Era

The current era where AI systems can create original content, engage in natural conversations, and demonstrate capabilities that approach human-level performance in many domains.

207 events through October 2026 Chat thread

2020, 4 events

What happened in 2020?

GPT-3 showed what a much bigger language model could do, and AlphaFold 2 solved protein folding.

  1. Public ReleasesLandmark

    OpenAI Releases GPT-3

    OpenAI launches GPT-3, a 175-billion parameter language model, which demonstrates a remarkable ability to generate human-like text and perform a wide range of language tasks.

    arxiv.org

  1. Companies & Investments

    EleutherAI Founded

    A group of independent researchers forms EleutherAI, focusing on open-source AI research and releasing their own large language models.

    eleuther.ai

  1. Research BreakthroughsLandmark

    DeepMind's AlphaFold 2 Solves Protein Folding

    DeepMind's AlphaFold 2 makes a major breakthrough in biology by accurately predicting the 3D structure of proteins, a long-standing grand challenge.

    deepmind.com

2021, 5 events

What happened in 2021?

DALL-E turned words into pictures, GitHub Copilot started suggesting code, and the EU proposed its AI Act.

  1. Public Releases

    OpenAI Unveils DALL-E

    OpenAI introduces DALL-E, a neural network that can generate images from text descriptions, bridging the gap between language and vision in AI.

    openai.com

  1. Ethics & Policy

    EU Proposes AI Act

    The European Commission proposes the AI Act, the first-ever legal framework on AI, with a risk-based approach.

    artificialintelligenceact.eu

  1. AI Tools

    GitHub Copilot Launched

    GitHub and OpenAI launch GitHub Copilot, an AI pair programmer that suggests code and entire functions in real-time within the code editor.

    github.blog

  1. Companies & Investments

    Character.AI Founded

    Former Google AI researchers Noam Shazeer and Daniel De Freitas found Character.AI, a platform for creating and interacting with AI-powered chatbots.

    character.ai

  1. Companies & Investments

    Anthropic Founded

    Former OpenAI employees found Anthropic, an AI safety and research company, with a focus on building reliable, interpretable, and steerable AI systems.

    en.wikipedia.org

2022, 9 events

What happened in 2022?

Midjourney and Stable Diffusion opened image generation to the public, and ChatGPT put AI chat in everyone's hands.

  1. Public Releases

    OpenAI Releases DALL-E 2

    OpenAI launches DALL-E 2, a new version of its text-to-image AI with higher resolution and better quality image generation.

    openai.com

  1. Bombshell News

    Google's LaMDA 'Sentience' Controversy

    A Google engineer claims that the LaMDA language model has become sentient, sparking a public debate about AI consciousness and ethics.

    washingtonpost.com

  1. Public Releases

    Midjourney Open Beta

    The AI image generator Midjourney, known for its artistic style, launches in open beta, gaining widespread popularity.

    midjourney.com

  1. Public Releases

    Stable Diffusion Public Release

    Stability AI releases Stable Diffusion, a powerful open-source text-to-image model, making high-quality AI image generation widely accessible.

    stability.ai

  2. Companies & Investments

    Perplexity AI Founded

    Perplexity AI is founded, developing a conversational search engine that provides direct answers with citations.

    perplexity.ai

  1. Ethics & Policy

    White House AI Bill of Rights

    The White House releases the 'Blueprint for an AI Bill of Rights,' a set of principles to guide the design, use, and deployment of automated systems.

    bidenwhitehouse.archives.gov

  2. Ethics & Policy

    U.S. Restricts AI Chip Exports to China

    The U.S. Commerce Department restricts exports of advanced computing chips and chipmaking equipment to China, aiming to limit its ability to buy and make high-end chips for AI and military uses.

    en.wikipedia.org

  1. Public ReleasesLandmark

    ChatGPT Takes the World by Storm

    OpenAI releases ChatGPT, a conversational AI based on the GPT-3.5 architecture, to the public, sparking massive interest in conversational AI.

    openai.com

  2. Bombshell News

    Meta's Galactica LLM Pulled

    Meta takes down its Galactica AI model, trained on scientific papers, after it was criticized for generating authoritative-sounding but often incorrect information.

    technologyreview.com

2023, 46 events

What happened in 2023?

GPT-4, Claude and Gemini arrived, open models like Llama spread, and governments began writing rules for AI.

  1. Public ReleasesLandmark

    OpenAI Releases GPT-4

    OpenAI launches GPT-4, a large multimodal model that can accept image and text inputs and produce text outputs, demonstrating improved performance over its predecessor.

    openai.com

  2. Public Releases

    Anthropic Releases Claude

    Anthropic releases its AI assistant, Claude, making it available to businesses through an API.

    anthropic.com

  1. Public Releases

    Meta Releases Llama 2

    Meta and Microsoft release Llama 2, a large language model available for free for research and commercial use, making powerful LLMs more accessible.

    about.meta.com

  1. Ethics & Policy

    President Biden's Executive Order on AI

    President Joe Biden signs a sweeping executive order to establish new standards for AI safety and security, protect privacy, and advance equity and civil rights.

    bidenwhitehouse.archives.gov

  1. Public Releases

    Google Launches Gemini 1.0

    Google DeepMind launches Gemini 1.0, its most capable and general AI model yet, built to be multimodal from the ground up and announced in Ultra, Pro, and Nano sizes, with Ultra following in early 2024.

    blog.google

2024, 64 events

What happened in 2024?

OpenAI's o1 began reasoning before answering, AI research won two Nobel Prizes, and the EU AI Act took effect.

  1. Public Releases

    OpenAI Releases GPT-4o

    OpenAI launches GPT-4o ('o' for 'omni'), a new flagship model with significantly improved speed and multimodal capabilities, offered for free to all ChatGPT users.

    theverge.com

  1. Ethics & PolicyLandmark

    EU AI Act Takes Effect

    The EU's landmark AI Act officially enters into force, beginning a phased implementation over the next two years to regulate AI systems based on their level of risk.

    digital-strategy.ec.europa.eu

  1. Public ReleasesLandmark

    OpenAI Releases o1

    OpenAI announces o1, a new class of model focused on reasoning and step-by-step thinking before providing an answer.

    theverge.com

  1. Research Breakthroughs

    DeepMind Researchers Win Nobel Prize

    Demis Hassabis and John Jumper win the Nobel Prize in Chemistry, shared with David Baker, for their work on AlphaFold 2 and protein structure prediction.

    nobelprize.org

  2. Research BreakthroughsLandmark

    Hopfield and Hinton Win the Nobel Prize in Physics

    John Hopfield and Geoffrey Hinton win the Nobel Prize in Physics for foundational discoveries and inventions that enable machine learning with artificial neural networks.

    nobelprize.org

2025, 41 events

What happened in 2025?

DeepSeek-R1 shook the industry, coding agents moved into developers' terminals, and AI reached gold-medal level at the Math Olympiad.

  1. Bombshell NewsLandmark

    DeepSeek-R1 Shakes the AI Industry

    DeepSeek releases R1, an open-source reasoning model comparable to OpenAI's o1; on January 27, fears of cheaper competition wipe almost $600 billion off NVIDIA's market value, the biggest one-day drop for any company in U.S. history.

    cnbc.com

  1. AI Tools

    Anthropic Releases Claude Code in Research Preview

    Anthropic launches a research preview of Claude Code, an agentic command-line tool that allows developers to delegate complex engineering tasks to Claude directly from their terminal.

    anthropic.com

  1. Research BreakthroughsLandmark

    AI Reaches Gold-Medal Level at the Math Olympiad

    An advanced Gemini Deep Think model solves five of six International Mathematical Olympiad problems in natural language within the time limit, earning an officially graded gold-medal score; OpenAI reports a gold-level result from an experimental model too.

    deepmind.google

  1. Public Releases

    OpenAI Releases GPT-5

    OpenAI launches GPT-5, a major upgrade to its language model series, boasting 'PhD-level' expertise across various domains and a unified system for both quick and deep reasoning responses.

    openai.com

  1. Public Releases

    Google Releases Gemini 3

    Google releases Gemini 3, which it calls its most intelligent model, bringing it to the Gemini app and to AI Mode in Search.

    blog.google

2026, 38 events

What happened in 2026?

GPT-6 Astra, Gemini 3.5 and Claude Opus 5 arrived, AI-written math proofs awaited review, and agents broke into real systems during tests.

  1. Public Releases

    Google Unveils Gemini 3.5 at I/O

    At Google I/O, Google releases Gemini 3.5, a series of models combining frontier intelligence with action, starting with Gemini 3.5 Flash as the default model in the Gemini app and AI Mode in Search.

    blog.google

  1. Public Releases

    Anthropic Releases Claude Opus 5

    Anthropic releases Claude Opus 5, which comes close to the frontier intelligence of Claude Fable 5 at half the price and greatly improves on Opus 4.8 at the same cost.

    anthropic.com

  1. Public Releases

    OpenAI Releases GPT-6 Astra

    OpenAI releases GPT-6 Astra, which it calls its most intelligent model and says marks the start of an 'AGI era', initially for a limited set of organizations.

    theverge.com

  2. Research Breakthroughs

    OpenAI Claims a Navier–Stokes Proof

    OpenAI publishes an AI-generated proof, formalized in Lean, that a smooth fluid can develop a singularity in finite time, which it says resolves the Navier–Stokes Millennium Prize problem; the claim awaits independent review amid a dispute over credit.

    openai.com

The story is still being written

By the numbers

Timeline Insights

Discover the patterns and trends that emerge from decades of AI development

5.6×
207 events in the Generative AI Era, against 37 in the Deep Learning Revolution

Era Over Era

How the newest era of AI compares, by number of milestones, with the era that made it possible.

96
Public Releases events

Most Common Milestone

More of the timeline is Public Releases than any other kind of milestone.

36
Companies & Investments events

Industry Momentum

Modern AI advances are built on international collaboration between researchers, institutions, and companies.

34
Ethics & Policy events

Societal Impact

AI is transforming every aspect of society, from healthcare to education to creative industries.

Chapter 6

Interface not yet invented

The Story Continues

From punch cards to chat threads, every era of artificial intelligence arrived with a new way for people and machines to talk to each other.

Each milestone represents not just technological progress, but humanity's relentless pursuit of understanding and augmenting intelligence itself. What happens next depends on us.

The next chapter of this story is ours to write.

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