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Атлас искусственного интеллекта: руководство для будущего
Атлас искусственного интеллекта: руководство для будущего

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Атлас искусственного интеллекта: руководство для будущего

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92

Belkhir and Elmeligi, «Assessing ICT Global Emissions Footprint»; Andrae and Edler, «On Global Electricity Usage.»

93

Strubell, Ganesh, and McCallum, «Energy and Policy Considerations for Deep Learning in NLP.»

94

Strubell, Ganesh, and McCallum.

95

Sutton, «Bitter Lesson.»

96

«AI and Compute.»

97

Cook et al., Clicking Clean.

98

Ghaffary, «More Than 1,000 Google Employees Signed a Letter.» See also «Apple Commits to Be 100 Percent Carbon Neutral»; Harrabin, «Google Says Its Carbon Footprint Is Now Zero»; Smith, «Microsoft Will Be Carbon Negative by 2030.»

99

«Powering the Cloud.»

100

«Powering the Cloud.»

101

«Powering the Cloud.»

102

Hogan, «Data Flows and Water Woes.»

103

«Off Now.»

104

Carlisle, «Shutting Off NSA’s Water Gains Support.»

105

Materiality is a complex concept, and there is a lengthy literature that contends with it in such fields as STS, anthropology, and media studies. In one sense, materiality refers to what Leah Lievrouw describes as «the physical character and existence of objects and artifacts that makes them useful and usable for certain purposes under particular conditions.» Lievrouw quoted in Gillespie, Boczkowski, and Foot, Media Technologies, 25. But as Diana Coole and Samantha Frost write, «Materiality is always something more than ‘mere’ matter: an excess, force, vitality, relationality, or difference that renders matter active, self-creative, productive, unproductive.» Coole and Frost, New Materialisms, 9.

106

United Nations Conference on Trade and Development, Review of Maritime Transport, 2017.

107

George, Ninety Percent of Everything, 4.

108

Schlanger, «If Shipping Were a Country.»

109

Vidal, «Health Risks of Shipping Pollution.»

110

«Containers Lost at Sea–2017 Update.»

111

Adams, «Lost at Sea.»

112

Mumford, Myth of the Machine.

113

Labban, «Deterritorializing Extraction.» For an expansion on this idea, see Arboleda, Planetary Mine.

114

Ananny and Crawford, «Seeing without Knowing.»

115

Wilson, «Amazon and Target Race.»

116

Lingel and Crawford, «Alexa, Tell Me about Your Mother.»

117

Federici, Wages against Housework; Gregg, Counterproductive.

118

In The Utopia of Rules, David Graeber details the sense of loss experienced by white-collar workers who now have to enter data into the decision-making systems that have replaced specialist administrative support staff in most professional workplaces.

119

Smith, Wealth of Nations, 4–5.

120

Marx and Engels, Marx-Engels Reader, 479. Marx expanded on this notion of the worker as an «appendage» in Capital, vol. 1: «In handicrafts and manufacture, the worker makes use of a tool; in the factory, the machine makes use of him. There the movements of the instrument of labor proceed from him, here it is the movements of the machine that he must follow. In manufacture the workers are parts of a living mechanism. In the factory we have a lifeless mechanism which is independent of the workers, who are incorporated into it as its living appendages.» Marx, Das Kapital, 548–49.

121

Luxemburg, «Practical Economies,» 444.

122

Thompson, «Time, Work-Discipline, and Industrial Capitalism.»

123

Thompson, 88–90.

124

Werrett, «Potemkin and the Panopticon,» 6.

125

See, e. g., Cooper, «Portsmouth System of Manufacture.»

126

Foucault, Discipline and Punish; Horne and Maly, Inspection House.

127

Mirzoeff, Right to Look, 58.

128

Mirzoeff, 55.

129

Mirzoeff, 56.

130

Gray and Suri, Ghost Work.

131

Irani, «Hidden Faces of Automation.»

132

Yuan, «How Cheap Labor Drives China’s A. I. Ambitions»; Gray and Suri, «Humans Working behind the AI Curtain.»

133

Berg et al., Digital Labour Platforms.

134

Roberts, Behind the Screen; Gillespie, Custodians of the Internet, 111–40.

135

Silberman et al., «Responsible Research with Crowds.»

136

Silberman et al.

137

Huet, «Humans Hiding behind the Chatbots.»

138

Huet.

139

See Sadowski, «Potemkin AI.»

140

Taylor, «Automation Charade.»

141

Taylor.

142

Gray and Suri, Ghost Work.

143

Standage, Turk, 23.

144

Standage, 23.

145

See, e. g., Aytes, «Return of the Crowds,» 80.

146

Irani, «Difference and Dependence among Digital Workers,» 225.

147

Pontin, «Artificial Intelligence.»

148

Menabrea and Lovelace, «Sketch of the Analytical Engine.»

149

Babbage, On the Economy of Machinery and Manufactures, 39–43.

150

Babbage evidently acquired an interest in quality-control processes while trying (vainly) to establish a reliable supply chain for the components of his calculating engines.

151

Schaffer, «Babbage’s Calculating Engines and the Factory System,» 280.

152

Taylor, People’s Platform, 42.

153

Katz and Krueger, «Rise and Nature of Alternative Work Arrangements.»

154

Rehmann, «Taylorism and Fordism in the Stockyards,» 26.

155

Braverman, Labor and Monopoly Capital, 56, 67; Specht, Red Meat Republic.

156

Taylor, Principles of Scientific Management.

157

Marx, Poverty of Philosophy, 22.

158

Qiu, Gregg, and Crawford, «Circuits of Labour»; Qiu, Goodbye iSlave.

159

Markoff, «Skilled Work, without the Worker.»

160

Guendelsberger, On the Clock, 22.

161

Greenhouse, «McDonald’s Workers File Wage Suits.»

162

Greenhouse.

163

Mayhew and Quinlan, «Fordism in the Fast Food Industry.»

164

Ajunwa, Crawford, and Schultz, «Limitless Worker Surveillance.»

165

Mikel, «WeWork Just Made a Disturbing Acquisition.»

166

Mahdawi, «Domino’s ‘Pizza Checker’ Is Just the Beginning.»

167

Wajcman, «How Silicon Valley Sets Time.»

168

Wajcman, 1277.

169

Gora, Herzog, and Tripathi, «Clock Synchronization.»

170

Eglash, «Broken Metaphor,» 361.

171

Kemeny and Kurtz, «Dartmouth Timesharing,» 223.

172

Eglash, «Broken Metaphor,» 364.

173

Brewer, «Spanner, TrueTime.»

174

Corbett et al., «Spanner,» 14, cited in House, «Synchronizing Uncertainty,» 124.

175

Galison, Einstein’s Clocks, Poincaré’s Maps, 104.

176

Galison, 112.

177

Colligan and Linley, «Media, Technology, and Literature,» 246.

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