Handbook of critical studies of Artificial Intelligence:
Gespeichert in:
| Weitere Verfasser: | |
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| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cheltenham, UK ; Northampton, MA, USA
Edward Elgar Publishing
[2023]
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xviii, 922 Seiten |
| ISBN: | 9781803928555 |
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Datensatz im Suchindex
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Contents List of contributors xi Introducing critical studies of artificial intelligence Simon Lindgren 1 PART I 1 AI AND CRITICAL THEORY: CONCEPTUAL DISCUSSIONS 2 Recursive power: AI governmentality and technofutures Fenwick McKelvey and Jonathan Roberge 3 The danger of smart ideologies: counter-hegemonic intelligence and antagonistic machines Peter Bloom 21 33 4 The becoming of AI: a critical perspective on the contingent formation of AI Anna Jobin and Christian Katzenbach 43 5 Artificial intelligence and the problem of radical uncertainty Robert Holton 56 6 Trading human autonomy for technological automation Simona Chiodo 67 7 Automation anxiety: a critical history - the apparently odd recurrence of debates about computation, AI and labour 79 Caroline Bassett and Ben Roberts 8 AI, critical knowledge and subjectivity Eran Fisher 94 9 Habits and habitus in algorithmic culture Stefka Hristova 108 10 Algorithms and emerging forms of intimacy Tanja Wiehn 117 11 It’s incomprehensible: on machine learning and decoloniality Abeba Birhane and Zeerak Talat 128 12 Pragmatism and AI: a critical approach Johnathan Flowers 141 13 Digital humanism and AI Wolfgang Hofkirchner and Hans-Jörg Kreowski 152 V
vi Handbook of critical studies of artificial intelligence 14 Beyond AI solutionism: toward a multi-disciplinary approach to artificial intelligence in society 163 Simon Lindgren and Virginia Dignum 15 Artificial intelligence and social memory: towards the cyborgian remembrance of an advancing mnemo-technic Samuel Merrill 16 173 Making sense of AI-influenced geopolitics using STS theories Arun Teja Polcumpally PART II 187 AI IMAGINARIES AND DISCOURSES 17 Bothering the binaries: unruly AI futures of hauntings and hope at the limit Amanda Lagerkvist and Bo Reimer 199 * 18 Imaginaries of artificial intelligence Vanessa Richter, Christian Katzenbach and Mike S. Schäfer 209 19 Language of algorithms: agency, metaphors, and deliberations in AI discourses Kaisla Kajava and Nitin Sawhney 224 20 Technological failures, controversies and the myth of AI Andrea Ballatore and Simone Natale 237 21 Marking the lines of artificial intelligence Mario Verdicchio 245 22 The critical potential of science fiction Miroslav Kotdsek 254 23 A critical review of news framing of artificial intelligence Ching-Hua Chuan 266 24 Media representations of artificial intelligence: surveying the field 277 Saba Rebecca Brause, Jing Zeng, Mike S. Schäfer and Christian Katzenbach 25 Educational imaginaries of AI Lina Rahm PART III 289 THE POLITICAL ECONOMY OF AI: DATAFICATION AND SURVEILLANCE 26 Critical AI studies meets critical political economy Pieter Verdegem 27 The industry of automating automation: the political economy of the AI industry James Steinhoff 302 312
Contents vii 28 AI, class societies and the social life of reason Scott Timcke 323 29 Re-imagining democracy: Al’s challenge to political theory Guy Paltieli 333 30 AI as automated inequality: statistics, surveillance and discrimination Mike Zajko 343 31 Digital tracking and infrastructural power Stine Lomborg, Rasmus Helles and Signe Sophus Lai 354 32 AI and the everyday political economy of global health Michael Strange and Jason Tucker 367 33 Addressing global inequity in AI development Chinasa T. Okolo 378 PART IV AI TRANSPARENCY, ETHICS AND REGULATION 34 A critical approach to AI ethics Rosalie A. Waelen 391 35 Power and inequalities: lifting the veil of ignorance in AI ethics Anais Resseguier 402 36 Barriers to regulating AI: critical observations from a fractured field Ashlin Lee, Will Orr, Walter G. Johnson, Jenna Imad Harb and Kathryn Henne 413 37 Why artificial intelligence is not transparent: a critical analysis of its three opacity layers Manuel Carabantes 424 How to critique the GDPR: when data protection is turned against the working class Carl Öhman 435 38 39 Four facets of AI transparency Stefan Larsson, Kashyap Haresamudram, Charlotte Högberg, Yucong Lao, Axel Nyström, Kasia Söderlund and Fredrik Heintz 445 40 An inclusive approach to ascribing responsibility in robot ethics Janina Loh 456 41 Machines and morals: moral reasoning ability might indicate how close AI is to attaining true equivalence with human intelligence Sukanto Bhattacharya 470
viii Handbook of critical studies of artificial intelligence 42 A women’s rights perspective on safe artificial intelligence inside the United Nations Eleonore Fournier-Tombs 481 43 From ethics to politics: changing approaches to AI education Randy Connolly 493 44 The transparency of reason: ethical issues of AI art Dejan Grba 504 PART V 45 AI BIAS, NORMATIVITY AND DISCRIMINATION Learning about human behavior? The transcendental status of grammars of action in the processing of HCI data 516 Andreas Beinsteiner 46 Algorithmic moderation: contexts, perceptions, and misconceptions Joao Gonçalves and Ina Weber 528 47 Algorithmic exclusion Kendra Albert and Maggie Delano 538 48 Prospective but disconnected partners: AI-informed criminal risk prediction Kelly Hannah-Moffat and Fernando Avila 549 49 Power asymmetries, epistemic imbalances and barriers to knowledge: the (im)possibility of knowing algorithms 563 Ana Pop Stefanija 50 Gender, race, and the invisible labor of artificial intelligence Laila Μ. Brown 573 51 Machine learning normativity as performativity Tyler Reigeluth 584 52 Queer eye on AI: binary systems versus fluid identities Karin Danielsson, Andrea Aler Tubella, Evelina Liliequist and Coppélie Cocq 595 53 Representational silence and racial biases in commercial image recognition services in the context of religion 607 Anton Berg and Katja Valaskivi 54 Social media as classification systems: procedural normative choices in user profiling 619 Severin Engelmann and Orestis Papakyriakopoulos 55 From hate speech recognition to happiness indexing: critical issues in
datafication of emotion in text mining 631 Salla-Maaria Laaksonen, Juho Pääkkönen and Emily Öhman
Contents PART VI ix POLITICS AND ACTIVISM IN AI 56 Democratic friction in speech governance by AI Niva Elkin-Koren and Maayan Perel 643 57 Automating empathy: overview, technologies, criticism Andrew McStay and Vian Bakir 656 58 Ideational tensions in the Swedish automation debate: initial findings Kalle Eriksson 670 59 En-countering AI as algorhythmic practice Shintaro Miyazaki 682 60 Introducing political ecology of Creative-Ai Andre Holzapfel 691 PART VII AI AND AUTOMATION IN SOCIETY 61 Automated decision-making in the public sector Vanja Carlsson, Malin Rönnblom and Andreas Öjehag-Pettersson 705 62 The landscape of social bot research: a critical appraisal Harry Yaojun Yan and Kai-Cheng Yang 716 63 Introducing robots and AI in human service organizations: what are the implications for employees and service users? Susanne Tafvelin, Jan Hjelte, Robyn Schimmer, Maria Forsgren, Vicenç Torra and Andreas Stealing 726 64 Critically analyzing autonomous materialities Mikael Wiberg 737 65 Exploring critical dichotomies of AI and the Rule of Law Markus Naarttijdrvi 749 66 The use of AI in domestic security practices Jens Hdlterlein 763 67 Methodological reflections on researching the sociotechnical imaginaries of AI in policing Carrie B. Sanders and Janet Chan 68 Emergence of artificial intelligence in health care: a critical review Annika Μ. Svensson and Fabrice Jotterand 69 The politics of imaginary technologies: innovation ecosystems as political choreographies for promoting care robotics in health care Jaana Parviainen 773 783 793
X Handbook of critical studies of artificial intelligence 70 AI in education: landscape, vision and critical ethical challenges in the 21st century Daniel S. Schiff and Rinat B. Rosenberg-Kima 804 71 Critically assessing AI/ML for cultural heritage: potentials and challenges Anna Foka, Lina Eklund, Anders Sundnes L0vlie and Gabriele Griffin 815 72 AI ethnography Anne Dippel and Andreas Sudmann 826 73 Automating social theory Ralph Schroeder 845 74 Artificial intelligence and scientific problem choice at the nexus of industry and academia Steve G. Hoffman 859 Myths, techno solutionism and artificial intelligence: reclaiming AI materiality and its massive environmental costs Benedetta Brevini 869 75 76 Index AI governance and civil society: the need for critical engagement Megan LePere-Schloop and Sandy Zook 878 890 |
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