Precursors
Birth of Machine Intelligence (Before 1956)
Approaches
Problems
Boom (1980–1987)
Myth and legend
Cybernetics and early neural networks
Reasoning as search
End of funding
Rise of expert systems
AI winter
Milestones and Moore's law
Deep learning
Medieval Legends of Artificial Beings
COMPUTER SCIENCE
Turing Test
Birth of Artificial Intelligence (1956–1974)
Neural networks
First AI winter (1974–1980)
Critiques
Knowledge revolution
Bust: second AI winter (1987–1993)
AI (1993–2011)
Intelligent agents
Deep learning, big data and artificial general intelligence: 2011–present
Big Data
The Future
Modern fiction
Game AI
Natural language
Perceptrons and the attack on connectionism
Money returns: Fifth Generation project
Nouvelle AI and embodied reason
Probabilistic reasoning and greater rigor
Large language models
Formal reasoning
Symbolic reasoning and the Logic Theorist
Micro-worlds
Logic at Stanford, CMU and Edinburgh
Revival of neural networks