History of Artificial Intelligence
Major developments in understanding human intelligence and creating artificial intelligence
1837-07-01 00:00:00
Analytical Engine
Charles Babbage dreams up the first computer--a successor to his Difference Engine--but fails to build it.
1913-07-01 00:00:00
Formal logic
Bertrand Russell and Alfred North Whitehead published Principia Mathematica, which revolutionized formal logic.
1928-07-01 00:00:00
Differential Analyzer
Vannevar Bush creates a analog computer that can solve differential equations.
1931-07-01 00:00:00
Godel incompleteness
Godel proves the Incompleteness Theorem: we can never know all truths in mathematics. This shatters the long-held belief that math is a way of knowing all truths.
1936-07-01 00:00:00
Turing machine
Turing defines an "a-machine," defining what a computer is mathematically for the first time.
1943-07-01 00:00:00
Cybernetics
Norbert Wiener champions cybernetics---making robots using feedback systems.
1948-07-01 00:00:00
Information Theory
Claude Shannon defines information mathematically and makes possible data compression and error correction in "A Mathematical Theory of Communication."
1950-07-01 00:00:00
Turing Test
Turing suggests intelligence test.
1953-07-01 00:00:00
DNA
James Watson, Francis Crick, and Rosalind Franklin discover the double-helix structure of DNA.
1957-07-01 00:00:00
General Problem Solver
Newell, Shaw and Simon demonstrated the General Problem Solver (GPS).
1958-07-01 00:00:00
Geometry Theorem Prover
Herbert Gelernter and Nathan Rochester (IBM) described a theorem prover in geometry
1959-07-01 00:00:00
Frog vision
Lettvin studies frogs and finds that their eyes are specially attuned to moving flies.
1960-07-01 00:00:00
Bayesian modeling
Ray Solomonoff lays the foundations of a mathematical theory of AI, introducing universal Bayesian methods for inductive inference and prediction.
1961-07-01 00:00:00
Calculus solver
James Slagle (Ph.D. dissertation, MIT) writes the first symbolic integration program (SAINT), which can solve freshman-level calculus problems.
1964-07-01 00:00:00
Natural language for algebra word problems
Danny Bobrow's dissertation at MIT shows that computers can understand natural language to the extent of correctly solving algebra word problems.
1965-07-01 00:00:00
ELIZA
Joseph Weizenbaum (MIT) built ELIZA, an interactive program that carries on a dialogue in English language on any topic. One version "simulated" a psychotherapist.
1966-07-01 00:00:00
Shakey
1970-07-01 00:00:00
Near miss learning
Patrick Winston's Ph.D. program (ARCH) at MIT uses near-miss learning to learn concepts from examples in children's books.
1970-07-01 00:00:00
AI Winter
A period of failure of confidence and funding for AI.
1971-07-01 00:00:00
SHRDLU
Terry Winograd produces SHRDLU, a program that can follow instructions in a "blocks world" and answer questions about how it planned its actions.
1973-05-12 20:32:09
Automated Mathematician
Douglas Lenat's AM program (Stanford PhD dissertation) "discovers" interesting mathematical facts.
1973-05-12 20:32:09
MYCIN
MYCIN identifies diagnoses patients by identifying bacterial infections based on symptoms and prescribing medicine.
1975-07-01 00:00:00
Frames
Minsky proposes frames as a representation for AI.
1975-07-01 00:00:00
Visual processing
David Marr gives a theory of how we see 3-dimensional objects.
1979-07-01 00:00:00
GEB
Douglas Hofstadter publishes Gode, Escher, Bach: An Eternal Golden Braid.
1980-07-01 00:00:00
Expert systems
1983-05-14 09:57:17
Commonsense reasoning
MIT starts Open Mind Common Sense, an effort to accumulate a database of commonsense facts.
1983-07-01 00:00:00
The Connection Machine
Danny Hillis produces the first massively parallel computer.
1986-07-01 00:00:00
The Society of Mind
In describing intelligence to a general audience, Marvin Minsky explains that the brain is a combination of actors.
1987-07-01 00:00:00
Subsumption architecture
Rodney Brooks constructed an intelligent machine that wanders around office environments and avoid obstacles. He used a new engineering philosophy, called subsumption architecture, for building AI: build them up layer by layer, with each layer concentrating on a different behavior, and test the machine in the real world after each step.
1989-01-03 00:00:00
Birth of the World Wide Web
Tim Berners-Lee develops the world wide web.
1993-07-01 00:00:00
PATHFINDER
Gary Borchardt creates PATHFINDER, a program that carries out casual reconstruction--read a written description and comprehend it well enough to answer questions such as “why led to event x?” or “how did object y change?”
1997-05-11 00:00:00
Deep Blue
The Deep Blue chess machine (IBM) defeats the world chess champion, Garry Kasparov.
2000-07-01 00:00:00
Smart toys
2001-07-01 00:00:00
Quantum computer
Researchers factored the number 15 using a 7-qubit NMR quantum computer.
2002-01-04 00:46:56
Language
Elizabeth Spelke shows that language processing interferes with spatial abilities.
2004-07-01 00:00:00
Mars Rovers
Mars Rovers (Spirit and Opportunity) begin their exploration of the Martian surface.
2005-07-01 00:00:00
Driverless car
Sebastian Thrun's team at Stanford create the robotic vehicle Stanley. By 2012, 3 states have passed laws allowing autonomous cars.
2006-07-01 00:00:00
Multimodal perception
Michael Coen shows how we can use lip-reading to help with speech recognition and learning. (1976: McGurk effect)
2006-08-06 00:00:00
Hutter prize
Marcus Hutter proposes that information compression is a hard AI problem, and announces the Hutter prize for compressing Wikipedia text.
2008-07-01 00:00:00
Evolution of intelligence
Ian Tattersall proposes that a single evolutionary event in a small population of Homo Sapiens was responsible for the development of intelligence.
2010-07-01 00:00:00
Mind-reading
Researchers at UC Berkeley reconstruct YouTube videos that people are watching by measuring brain activity with fMRI. People construct primitive brain-computer interfaces with EEGs.
2011-02-01 00:00:00
Watson
IBM's Watson defeats the two greatest Jeopardy! champions, Brad Rutter and Ken Jennings.
2011-07-01 00:00:00
Genesis
Patrick Winston proposes that story understanding is the key to intelligence, and implements Genesis, a story understanding engine.
2012-07-01 00:00:00
Eyewire
MIT researchers launch a crowdsourced initiative to map the human brain.
2013-07-10 00:00:00
X-47B
The X-47B, the US Navy's first autonomous and unmanned combat jet, flies and lands successfully.