Technology area

Automation and computational intelligence

Automating means handing a task to a system that carries it out with little human intervention. The articles in this area cover robotics and the milestones of computational intelligence, with attention to achievements, failures, limits, and debates that remain open.

Articles

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Industrial robot arms working around a car body on a production line.
Automation and computational intelligence

Robotics: From Automatic Machines to Programmable Systems

Robotics combined centuries of automatons, control theory and digital electronics to produce industrial, mobile and exploration robots whose limits remain significant.

6 min read·Antiquity (automata); industrial robots…
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An abstract illustration of translucent spheres linked by filaments, in shades of blue.
Automation and computational intelligence

Historical Milestones of Computational Intelligence

Computational intelligence is a research field more than seventy years old, marked by cycles of enthusiasm and reassessment, rival methods and debates that remain open.

7 min read·1940s–2020s (under constant revision)

Milestones

  1. 1956

    Dartmouth workshop

    Researchers gathered at Dartmouth popularize the term "artificial intelligence." Alan Turing had already published a paper on thinking machines in 1950.

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  2. 1961

    Industrial robot on a production line

    A Unimate robot is installed at a General Motors plant in the United States.

    Read: Robotics →
  3. 1997

    Deep Blue and Kasparov

    IBM's Deep Blue computer wins a six-game match against world chess champion Garry Kasparov.

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  4. 2012

    Deep learning in image recognition

    A deep neural network wins the ImageNet challenge by a wide margin and boosts interest in such methods.

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  5. 2017

    The Transformer architecture

    Researchers present the Transformer architecture, the basis of many later language models.

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