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Building the Black Box

Cyberneticians and Complex Systems

Bibliographic Data

ID5186941
AuthorsElizabeth R Petrick (0000-0003-1595-7000, Rice University, corresponding author)
Year2020
Volume45
Issue4
Pages575-595
Publication date2020-07-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueScience Technology & Human Values (JOURNAL)
Journal identifiersISSN: 0162-2439 • E-ISSN: 1552-8251
PublisherSAGE Publications Inc (PUBLISHER)
DOI10.1177/0162243919881212
OpenAlexW2980193015
LanguageEN
Citations received7
References cited11

In the 1950s and 1960s, cyberneticians defined and utilized a concept previously described by electronic engineers: the black box. They were interested in how it might aid them, as both a metaphor and as a physical or mathematical model, in their analysis of complex human-machine systems. The black box evolved as they applied it in new ways, across a range of scientific fields, from an unnamed concept involving inputs and outputs, to digital representations of the human brain, to white boxes that might be used to replicate black boxes. The diversity of understandings of the black box reflected the diversity of scientific perspectives and goals brought under the label of cybernetics. In this paper, I examine how cyberneticians drew upon the black box in their personal writings and publications. My goal is to unpack what the black box meant to these theorists as a starting framework from which we may understand the initial shape of the black box

Black box · Cognitive science · Cybernetics · Data science · Epistemology · Metaphor · Sociology · White box · Computer Science · Cybernetics and Technology in Society · History of Computing Technologies · Philosophy and History of Science · Psychology · Artificial Intelligence

  • Looking inside the black box—semantic investigations on a frequently used expression beyond AI

    Open Access•Patrizia Attar, Franziska Buresch et al.•Frontiers in Communication•2025

  • The Artificial in “Artificial Intelligence”

    Open Access•Claudio Novelli, Luciano Floridi et al.•International Journal for the…•2026

  • The green development in China through the lens of complex cybernetics

    Open Access•Aihua Lin, Pierluigi Toma et al.•Technological Forecasting and…•2024

  • The Black Box, Animated Idols, and Racialization

    Open Access•Lamia Balafrej•Social Science Computer Review•2026

  • Applications of cybernetics to psychological theory

    Open Access•Shantanu Tilak, Michael Glassman et al.•Theory & Psychology•2022

  • Should We Discourage AI Extension? Epistemic Responsibility and AI

    Open Access•Hadeel Naeem, Julian Hauser•Philosophy & Technology•2024

  • Staying With the Darkness

    Andrea Capra•Angelaki•2021

  • The Cybernetic Brain

    Andrew Pickering•The Cybernetic Brain•2010

  • Cybernetic Revolutionaries

    Eden Medina•Cybernetic Revolutionaries•2011

  • The Cybernetics Moment

    Ronald R Kline, Ronald Kline et al.•Cybernetics Moment•2017

  • A logical calculus of the ideas immanent in nervous activity

    Open Access•Warren S Mcculloch, Walter Pitts•Bulletin of Mathematical Biology•1943

  • The First Computational Theory of Mind and Brain

    Open Access•Gualtiero Piccinini•Synthese•2004

  • The Role of Models in Science

    Open Access•Arturo Rosenblueth, Norbert Wiener•Philosophy of Science•1945

  • The History of the Black Box

    Philipp Von Hilgers•Cultural Politics an International…•2011

  • The Ontology of the Enemy

    Peter Galison•Critical Inquiry•1994

Unique citing works7
Citations per year1.4
Citation span2021 - 2026 (6)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 7

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