Computing Atlas

How Computing Was Built
Fields

Artificial Intelligence

Also Known As AI

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Artificial Intelligence studies how to build systems that perform tasks which, when done by people, are said to require intelligence: reasoning, learning, perception and language understanding among them. The field takes its name from a 1956 summer workshop at Dartmouth College, organized by John McCarthy, Marvin Minsky, Nathaniel Rochester and Claude Shannon, where McCarthy proposed the term. Its history has moved through repeated cycles of rapid progress and disillusionment, commonly called AI winters, as different approaches, symbolic reasoning, expert systems, and later statistical machine learning and neural networks, rose and fell in favor.

Facts
Origin Year
1956 1
The year of the Dartmouth Summer Research Project on Artificial Intelligence, where John McCarthy proposed the field's name.
Core Concern
How to build systems that reason, learn, perceive or use language in ways that would be called intelligent if done by a person. 2
Cross-Tradition Connections

Associated With

John McCarthy, Pioneers

John McCarthy coined the term artificial intelligence for the 1956 Dartmouth Summer Research Project on Artificial Intelligence, the workshop that founded the field as a distinct research area.

Machine Learning, Fields

Machine learning is studied as a field within artificial intelligence.

Robotics, Fields
Source Wikipedia: Robotics

Includes

Sources
1. The Innovators: How a Group of Hackers, Geniuses, and Geeks Created the Digital Revolution
Walter Isaacson, Simon and Schuster, 2014
2. Encyclopedia Britannica: Computer Science
Encyclopedia Britannica Editors, Encyclopaedia Britannica Inc, 2024View the Source
Wikipedia: Artificial Intelligence
Wikimedia FoundationLead section
Quote, Lead section
Artificial intelligence is the capability of computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making.
View the Source
ACM A.M. Turing Award Citations
Association for Computing MachineryIncludes: John McCarthyView the Source
Wikipedia: Machine Learning
Wikimedia FoundationAssociated With: Machine Learning, Introduction section
Quote, Associated With: Machine Learning, Introduction section
Machine learning (ML) is a field of study in artificial intelligence
View the Source
Wikipedia: Prolog
Wikimedia FoundationIncludes: PrologView the Source
Wikipedia: Computer Vision
Wikimedia FoundationAssociated With: Computer Vision, History section
Quote, Associated With: Computer Vision, History section
In the late 1960s, computer vision began at universities that were pioneering artificial intelligence.
View the Source
Wikipedia: Robotics
Wikimedia FoundationAssociated With: Robotics, Lead section
Quote, Associated With: Robotics, Lead section
Robotic programs can be run by remote control, artificial intelligence (AI), or a hybrid of the two.
View the Source
Wikipedia: Natural Language Processing
Wikimedia FoundationAssociated With: Natural Language Processing, Lead section
Quote, Associated With: Natural Language Processing, Lead section
NLP is a subfield of computer science and is closely associated with artificial intelligence.
View the Source
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