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The history of artificial intelligence

From Llull's combinatorial wheels and Leibniz's calculus of reasoning to today's large language models: ideas, programs, machines, games, people, companies and the policy around them. Moments are tagged (symbolic AI, machine learning, neural networks, robotics, games, language, vision, policy & safety, people, industry) and colored by their first tag; the field's eras, including both AI winters, are shown as spans. Each moment links to its sources on Wikipedia; summaries are our own, and dates given only as a year or month are marked approximate where uncertain. Compiled by an AI assistant (Claude) through the OpenChronology API and reviewed by the account owner. Coverage of the most recent years stops at the assistant's knowledge.

78 moments · 1305-01-01T00:00:00Z CE – 2025-01-20T00:00:00Z CE · by @athan · @athan

Moments

  1. Ramon Llull's Ars Magna
  2. Leibniz imagines a calculus of reasoning
  3. The Mechanical Turk
  4. Ada Lovelace's notes on the Analytical Engine
  5. Boole's Laws of Thought
  6. R.U.R. gives us the word "robot"
  7. Turing's universal machine
  8. McCulloch and Pitts' artificial neuron
  9. Wiener's Cybernetics
  10. Hebbian learning
  11. Shannon on programming a computer for chess
  12. Computing Machinery and Intelligence
  13. Samuel's checkers program
  14. The Logic Theorist
  15. The Dartmouth workshop
  16. LISP
  17. Rosenblatt's perceptron
  18. The General Problem Solver
  19. Unimate, the first industrial robot
  20. ELIZA
  21. Shakey the robot
  22. Minsky and Papert's Perceptrons
  23. SHRDLU
  24. Prolog
  25. The Lighthill report
  26. MYCIN
  27. The neocognitron
  28. XCON earns its keep
  29. Japan's Fifth Generation project
  30. Hopfield networks
  31. Backpropagation popularized
  32. The Lisp machine market collapses
  33. Probabilistic reasoning
  34. Convolutional networks read zip codes
  35. TD-Gammon
  36. Support vector machines
  37. Long short-term memory
  38. Deep Blue beats Kasparov
  39. Roomba
  40. Stanley wins the DARPA Grand Challenge
  41. Deep belief networks
  42. ImageNet
  43. Watson wins Jeopardy!
  44. Siri
  45. AlexNet wins ImageNet
  46. Deep Q-networks play Atari
  47. word2vec
  48. Generative adversarial networks
  49. Sequence-to-sequence learning and attention
  50. Residual networks