Automation and autonomy: labour, capital and machines in the artificial intelligence industry
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham
Palgrave Macmillan
[2021]
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| Schriftenreihe: | Marx, Engels, and Marxisms
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xxi, 245 Seiten Illustrationen |
| ISBN: | 9783030716882 |
| ISSN: | 2524-7123 |
Internformat
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Datensatz im Suchindex
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| adam_text | Contents 1 2 Introduction: Automation, Autonomy and Artificial Intelligence Tour Means of Production Revolutions AI in the Real World Machinery and Marxists The Central Argument Computing Machinery Recursion What This Book Is Not Chapter Outline Appendix I: List of Interviewees Bibliography 1 1 2 4 5 7 9 13 15 16 19 20 Labour, Capital, Machine: Marxist Theory and Technology Introduction Political Economy Marx on Value and Labour Marx on Machines The Fragment on Machines Marxism (s) Soviet Marxism Western Marxism 29 29 30 33 40 45 46 48 50
CONVENTS Labour Process Theory The New Reading of Marx Cybernetic Capitalism Conclusion Bibliography 3 Post- Operaismo and the New Autonomy of Immaterial Labour Introduction From Operaismo to Posr-Operaismo Post-Operaismo Immaterial Labour Theory Human-Machine Hybridization Abstract Cooperation New Autonomyfrom Capital 7 he Technological Argument for Nr» Autonomy Conclusion Bibliography 4 Industrializing Intelligence: A Political Economic History of the AI Industry Introduction The Historical Context The Advent of AI Research The AI Winter Expert Systems: The first fra of the AI Industry Strategic Computing: AI and the Stale Part I The Decline of Expert Systems The Rise of Machine Learning Deep Learning: The Second Era of the AI Industry Conclusion Bibliography 5 Machine Learning and Fixed Capital: The Contemporary AI Industry Introduction Charting the AI Industry AI Capital Composition AI Tech Giants AI Dinosaurs 51 55 59 64 65 75 75 76 78 84 86 90 92 94 95 95 99 99 100 104 109 HO 113 116 119 J 22 124 125 133 133 135 138 139 142
CONTENTS AI Startups Alibink Tanks National АГ Strategies: AI and the State Part II AI Capital Concentration Open-Source AI, Clouds, AI Chips Labour in the AI Industry Labour Composition: Race and Gender Al Labour Organization Conclusion Bibliography 143 144 145 148 149 151 155 157 159 159 6 A Dark Art: The Machine Learning Labour Process Introduction The Machine Learning Labour Process Stage 1: Data Processing Stage 2: Model Building Stage 3: Deployment The Commodity Form of AI Empirical Control AI as Automation The Automation of AI Work Automated Machine Learning Synthetic Automation Other Forms of Automation in Machine Learning Conclusion Bibliography 171 171 172 173 174 176 177 182 187 189 193 195 199 200 200 7 New Autonomy and Work in the AI Industry Introduction AI Work and Human-Machine Hybridization AI Work and Abstract Cooperation AI Work and New Autonomy Autonomy for What? Conclusion Bibliography 207 207 208 213 215 218 222 222 8 Conclusion: Harry Braverman Overdrive Introduction Theoretical Synthesis Automation on Steroids 227 227 228 229
CONTENTS Optimism and Agency Conclusion Bibliography Index շշշ 235 239 241
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| adam_txt |
Contents 1 2 Introduction: Automation, Autonomy and Artificial Intelligence Tour Means of Production Revolutions AI in the Real World Machinery and Marxists The Central Argument Computing Machinery Recursion What This Book Is Not Chapter Outline Appendix I: List of Interviewees Bibliography 1 1 2 4 5 7 9 13 15 16 19 20 Labour, Capital, Machine: Marxist Theory and Technology Introduction Political Economy Marx on Value and Labour Marx on Machines The Fragment on Machines Marxism (s) Soviet Marxism Western Marxism 29 29 30 33 40 45 46 48 50
CONVENTS Labour Process Theory The New Reading of Marx Cybernetic Capitalism Conclusion Bibliography 3 Post- Operaismo and the New Autonomy of Immaterial Labour Introduction From Operaismo to Posr-Operaismo Post-Operaismo Immaterial Labour Theory Human-Machine Hybridization Abstract Cooperation New Autonomyfrom Capital 7 he Technological Argument for Nr» Autonomy Conclusion Bibliography 4 Industrializing Intelligence: A Political Economic History of the AI Industry Introduction The Historical Context The Advent of AI Research The AI Winter Expert Systems: The first fra of the AI Industry Strategic Computing: AI and the Stale Part I The Decline of Expert Systems The Rise of Machine Learning Deep Learning: The Second Era of the AI Industry Conclusion Bibliography 5 Machine Learning and Fixed Capital: The Contemporary AI Industry Introduction Charting the AI Industry AI Capital Composition AI Tech Giants AI Dinosaurs 51 55 59 64 65 75 75 76 78 84 86 90 92 94 95 95 99 99 100 104 109 HO 113 116 119 J 22 124 125 133 133 135 138 139 142
CONTENTS AI Startups Alibink Tanks National АГ Strategies: AI and the State Part II AI Capital Concentration Open-Source AI, Clouds, AI Chips Labour in the AI Industry Labour Composition: Race and Gender Al Labour Organization Conclusion Bibliography 143 144 145 148 149 151 155 157 159 159 6 A Dark Art: The Machine Learning Labour Process Introduction The Machine Learning Labour Process Stage 1: Data Processing Stage 2: Model Building Stage 3: Deployment The Commodity Form of AI Empirical Control AI as Automation The Automation of AI Work Automated Machine Learning Synthetic Automation Other Forms of Automation in Machine Learning Conclusion Bibliography 171 171 172 173 174 176 177 182 187 189 193 195 199 200 200 7 New Autonomy and Work in the AI Industry Introduction AI Work and Human-Machine Hybridization AI Work and Abstract Cooperation AI Work and New Autonomy Autonomy for What? Conclusion Bibliography 207 207 208 213 215 218 222 222 8 Conclusion: Harry Braverman Overdrive Introduction Theoretical Synthesis Automation on Steroids 227 227 228 229
CONTENTS Optimism and Agency Conclusion Bibliography Index շշշ 235 239 241 |
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| spelling | Steinhoff, James Verfasser (DE-588)1240448562 aut Automation and autonomy labour, capital and machines in the artificial intelligence industry James Steinhoff Cham Palgrave Macmillan [2021] xxi, 245 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Marx, Engels, and Marxisms 2524-7123 Political theory Political philosophy Political sociology Political economy Artificial intelligence Erscheint auch als Online-Ausgabe 978-3-030-71689-9 (DE-604)BV047377053 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032778738&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Steinhoff, James Automation and autonomy labour, capital and machines in the artificial intelligence industry |
| title | Automation and autonomy labour, capital and machines in the artificial intelligence industry |
| title_auth | Automation and autonomy labour, capital and machines in the artificial intelligence industry |
| title_exact_search | Automation and autonomy labour, capital and machines in the artificial intelligence industry |
| title_exact_search_txtP | Automation and autonomy labour, capital and machines in the artificial intelligence industry |
| title_full | Automation and autonomy labour, capital and machines in the artificial intelligence industry James Steinhoff |
| title_fullStr | Automation and autonomy labour, capital and machines in the artificial intelligence industry James Steinhoff |
| title_full_unstemmed | Automation and autonomy labour, capital and machines in the artificial intelligence industry James Steinhoff |
| title_short | Automation and autonomy |
| title_sort | automation and autonomy labour capital and machines in the artificial intelligence industry |
| title_sub | labour, capital and machines in the artificial intelligence industry |
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