Three liability regimes for artificial intelligence: algorithmic actants, hybrids, crowds
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Oxford ; New York
Hart
2021
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturverzeichnis Seite [167]-181. - Includes index |
| Beschreibung: | ix, 192 Seiten |
| ISBN: | 9781509949335 9781509949373 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV047807951 | ||
| 003 | DE-604 | ||
| 005 | 20220427 | ||
| 007 | t | ||
| 008 | 220131s2021 xxk |||| 00||| eng d | ||
| 020 | |a 9781509949335 |c hardback |9 978-1-50994-933-5 | ||
| 020 | |a 9781509949373 |c paperback |9 978-1-50994-937-3 | ||
| 035 | |a (OCoLC)1304480096 | ||
| 035 | |a (DE-599)KXP1775934640 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 044 | |a xxk |c XA-GB | ||
| 049 | |a DE-739 |a DE-11 |a DE-M382 |a DE-12 | ||
| 050 | 0 | |a K564.C6 | |
| 082 | 0 | |a 343.09/99 | |
| 100 | 1 | |a Beckers, Anna |d 1982- |e Verfasser |0 (DE-588)1080133364 |4 aut | |
| 245 | 1 | 0 | |a Three liability regimes for artificial intelligence |b algorithmic actants, hybrids, crowds |c Anna Beckers and Gunther Teubner |
| 264 | 1 | |a Oxford ; New York |b Hart |c 2021 | |
| 300 | |a ix, 192 Seiten | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Literaturverzeichnis Seite [167]-181. - Includes index | ||
| 650 | 0 | 7 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Haftung |0 (DE-588)4022898-8 |2 gnd |9 rswk-swf |
| 653 | 0 | |a Artificial intelligence / Law and legislation | |
| 653 | 0 | |a Liability (Law) | |
| 689 | 0 | 0 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |D s |
| 689 | 0 | 1 | |a Haftung |0 (DE-588)4022898-8 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Teubner, Gunther |d 1944- |e Verfasser |0 (DE-588)119443562 |4 aut | |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe, PDF |z 978-1-50994-935-9 |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe, EPUB |z 978-1-50994-934-2 |
| 856 | 4 | 2 | |m Digitalisierung UB Passau - ADAM Catalogue Enrichment |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033191535&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-033191535 | |
Datensatz im Suchindex
| _version_ | 1812899025108598784 |
|---|---|
| adam_text |
CONTENTS Preface.v 1. Digitalisation: The Responsibility Gap.1 I. The Problem: The Dangerous Homo Ex Machina. 1 A. Growing Liability Gaps. 3 B. Scenarios. 4 C. Current Law’s Denial of Reality.6 II. The Overshooting Reaction: Full Legal Subjectivity for E-Persons?.8 III. Our Solution: Differential Legal Status Ascriptions for Algorithms.10 A. Algorithms in Social and Economic Contexts.10 B. (Legal) Form Follows (Social) Function. 12 IV. Our Approach: Three Digital Risks. 14 A. ‘Socio-Digital Institutions’ as Intermediaries between Technology and Law.14 B. A Typology of Machine Behaviour. 17 C. A Typology of Socio-Digital Institutions. 18 D. A Typology of Liability Risks.20 2. Autonomy and
Personification. 23 I. Artificial Intelligence as Actants. 23 A. Anthropomorphism?. 23 B. Actants and Action Attribution.25 C. Communication with Actants.27 II. Gradualised Digital Autonomy. 31 A. Social Attribution of Autonomy.31 B. Legal Criteria of Autonomy.34 C. Our Solution: Decision under Uncertainty. 37 III. Autonomy and Legal Personhood.41 A. Against Personification?. 41 B. Uniform Personification?. 43 C. Socio-Digital Institutions and Legal Status. 43 3. Actants: Autonomy Risk.45 I. Socio-Digital Institution: Digital Assistance. 45 II. The Autonomy Risk.46
viii III. Algorithmic Contract Formation. 49 A. Invalidity of Algorithmic Contracts?.49 B. Algorithms as Mere Tools?.51 C. Our Solution: Agency Law for Electronic Agents.54 D. Limited Legal Personhood - Constellation One.55 E. The Digital Agent’s Legal Declaration. 57 F. Digital Assistance and the Principal-Agent Relation.60 G. Overstepping of Authority?.62 IV. Contractual Liability. 64 A. The Dilemma of the Tool-Solution.65 B. Our Solution: Vicarious Performance. 67 C. Limited Legal Personhood - Constellation Two.68 V. Non-Contractual Liability. 71 A. Fault-Based Liability?. 72 B. Product Liability?. 74 C. Strict Causal Liability for Dangerous Objects and Activities?.76 D. Our Solution: Vicarious Liability in Tort. 79 E. Limited Legal Personhood - Constellation
Three.84 F. The ‘Reasonable Algorithm’.84 G. Who is Liable?.86 4. 5. Contents Contents Hybrids: Association Risk.89 I. Socio-Digital Institution: Human-Machine Associations.90 A. Emergent Properties. 90 B. Hybridity.92 C. The Organisational Analogy.94 II. The Association Risk. 96 III. Solution de lege ferenda: Hybrids as Legal Entities?. 97 IV. Our Solution de lege lata: Enterprise Liability for Human-Machine Networks. 99 A. Human-Machine Interactions as Networks. 99 B. Networks and Enterprise Liability. 101 C. Action Attribution and Liability Attribution in Hybrids. 103 D. Liable Actors. 103 E. Pro-Rata Network Share Liability. 106 F. External Liability
Concentration: One-Stop-Shop’ Approach.108 G. Internal Liability Distribution: Pro Rata Network Share. 109 V. Conclusion.110 Multi-Agent Crowds: Interconnectivity Risk.Ill I. Socio-Digital Institution: Exposure to Interconnectivity. Ill A. Non-Communicative Contacts.112 B. Distributed Cognitive Processes. 114 II. The Interconnectivity Risk. 116 ix III. Mismatch of New Risks and Existing Solutions. 120 A. Applying Existing Categories.120 B. Vicarious or Product Liability of the Whole Interconnected AI-System?. 121 C. Collective Liability of Actors Connected to the ‘Technical Unit’?. 122 IV. Our Solution: Socialising the Interconnectivity Risk.125 A. Entire or Partial Socialisation?. 125 B. Risk Pools Decreed by Law.126 C. Public Administration of the Risk Pool: The Fund Solution.128 D. Financing: Ex-Ante and Ex-Post
Components.129 E. Participation and Administration. 130 F. Compensation and Recovery Action. 133 G. Global Interconnectivity and National Administration. 135 6. Conclusion: Three Liability Regimes and Their Interrelations.138 I. Synopsis and Rules.138 A. Digital Assistance: Vicarious Liability. 139 B. Human-Machine Associations: Enterprise Liability. 139 C. Interconnectivity: Fund Liability. 139 II. Socio-Digital Institutions and Liability Law. 140 A. One-Size-Fits-All or Sector-Specific Piecemeal Approach?.140 B. Socio-Digital Institutions.142 C. Institution-Generating Liability Law. 145 D. Differential Treatment of Liable Actors. 149 E. Calibrating Legal Personhood for AI. 152 III. Interactions between Three Liability Regimes.153 A. Criteria for Delineating the Applicable Liability Regime. 153 B. No Priority for a Liability Regime. 155 IV. Exemplary
Cases. 158 A. Vicarious Liability: Robo-Advice. 158 B. Enterprise Liability: Hybrid Journalism. 159 C. Collective Funds: Flash Crash.161 D. Finale: Google Autocomplete.163 Bibliography.167 Index. 185 |
| adam_txt |
CONTENTS Preface.v 1. Digitalisation: The Responsibility Gap.1 I. The Problem: The Dangerous Homo Ex Machina. 1 A. Growing Liability Gaps. 3 B. Scenarios. 4 C. Current Law’s Denial of Reality.6 II. The Overshooting Reaction: Full Legal Subjectivity for E-Persons?.8 III. Our Solution: Differential Legal Status Ascriptions for Algorithms.10 A. Algorithms in Social and Economic Contexts.10 B. (Legal) Form Follows (Social) Function. 12 IV. Our Approach: Three Digital Risks. 14 A. ‘Socio-Digital Institutions’ as Intermediaries between Technology and Law.14 B. A Typology of Machine Behaviour. 17 C. A Typology of Socio-Digital Institutions. 18 D. A Typology of Liability Risks.20 2. Autonomy and
Personification. 23 I. Artificial Intelligence as Actants. 23 A. Anthropomorphism?. 23 B. Actants and Action Attribution.25 C. Communication with Actants.27 II. Gradualised Digital Autonomy. 31 A. Social Attribution of Autonomy.31 B. Legal Criteria of Autonomy.34 C. Our Solution: Decision under Uncertainty. 37 III. Autonomy and Legal Personhood.41 A. Against Personification?. 41 B. Uniform Personification?. 43 C. Socio-Digital Institutions and Legal Status. 43 3. Actants: Autonomy Risk.45 I. Socio-Digital Institution: Digital Assistance. 45 II. The Autonomy Risk.46
viii III. Algorithmic Contract Formation. 49 A. Invalidity of Algorithmic Contracts?.49 B. Algorithms as Mere Tools?.51 C. Our Solution: Agency Law for Electronic Agents.54 D. Limited Legal Personhood - Constellation One.55 E. The Digital Agent’s Legal Declaration. 57 F. Digital Assistance and the Principal-Agent Relation.60 G. Overstepping of Authority?.62 IV. Contractual Liability. 64 A. The Dilemma of the Tool-Solution.65 B. Our Solution: Vicarious Performance. 67 C. Limited Legal Personhood - Constellation Two.68 V. Non-Contractual Liability. 71 A. Fault-Based Liability?. 72 B. Product Liability?. 74 C. Strict Causal Liability for Dangerous Objects and Activities?.76 D. Our Solution: Vicarious Liability in Tort. 79 E. Limited Legal Personhood - Constellation
Three.84 F. The ‘Reasonable Algorithm’.84 G. Who is Liable?.86 4. 5. Contents Contents Hybrids: Association Risk.89 I. Socio-Digital Institution: Human-Machine Associations.90 A. Emergent Properties. 90 B. Hybridity.92 C. The Organisational Analogy.94 II. The Association Risk. 96 III. Solution de lege ferenda: Hybrids as Legal Entities?. 97 IV. Our Solution de lege lata: Enterprise Liability for Human-Machine Networks. 99 A. Human-Machine Interactions as Networks. 99 B. Networks and Enterprise Liability. 101 C. Action Attribution and Liability Attribution in Hybrids. 103 D. Liable Actors. 103 E. Pro-Rata Network Share Liability. 106 F. External Liability
Concentration: One-Stop-Shop’ Approach.108 G. Internal Liability Distribution: Pro Rata Network Share. 109 V. Conclusion.110 Multi-Agent Crowds: Interconnectivity Risk.Ill I. Socio-Digital Institution: Exposure to Interconnectivity. Ill A. Non-Communicative Contacts.112 B. Distributed Cognitive Processes. 114 II. The Interconnectivity Risk. 116 ix III. Mismatch of New Risks and Existing Solutions. 120 A. Applying Existing Categories.120 B. Vicarious or Product Liability of the Whole Interconnected AI-System?. 121 C. Collective Liability of Actors Connected to the ‘Technical Unit’?. 122 IV. Our Solution: Socialising the Interconnectivity Risk.125 A. Entire or Partial Socialisation?. 125 B. Risk Pools Decreed by Law.126 C. Public Administration of the Risk Pool: The Fund Solution.128 D. Financing: Ex-Ante and Ex-Post
Components.129 E. Participation and Administration. 130 F. Compensation and Recovery Action. 133 G. Global Interconnectivity and National Administration. 135 6. Conclusion: Three Liability Regimes and Their Interrelations.138 I. Synopsis and Rules.138 A. Digital Assistance: Vicarious Liability. 139 B. Human-Machine Associations: Enterprise Liability. 139 C. Interconnectivity: Fund Liability. 139 II. Socio-Digital Institutions and Liability Law. 140 A. One-Size-Fits-All or Sector-Specific Piecemeal Approach?.140 B. Socio-Digital Institutions.142 C. Institution-Generating Liability Law. 145 D. Differential Treatment of Liable Actors. 149 E. Calibrating Legal Personhood for AI. 152 III. Interactions between Three Liability Regimes.153 A. Criteria for Delineating the Applicable Liability Regime. 153 B. No Priority for a Liability Regime. 155 IV. Exemplary
Cases. 158 A. Vicarious Liability: Robo-Advice. 158 B. Enterprise Liability: Hybrid Journalism. 159 C. Collective Funds: Flash Crash.161 D. Finale: Google Autocomplete.163 Bibliography.167 Index. 185 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author | Beckers, Anna 1982- Teubner, Gunther 1944- |
| author_GND | (DE-588)1080133364 (DE-588)119443562 |
| author_facet | Beckers, Anna 1982- Teubner, Gunther 1944- |
| author_role | aut aut |
| author_sort | Beckers, Anna 1982- |
| author_variant | a b ab g t gt |
| building | Verbundindex |
| bvnumber | BV047807951 |
| callnumber-first | K - Law |
| callnumber-label | K564 |
| callnumber-raw | K564.C6 |
| callnumber-search | K564.C6 |
| callnumber-sort | K 3564 C6 |
| callnumber-subject | K - General Law |
| ctrlnum | (OCoLC)1304480096 (DE-599)KXP1775934640 |
| dewey-full | 343.09/99 |
| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 343 - Military, tax, trade & industrial law |
| dewey-raw | 343.09/99 |
| dewey-search | 343.09/99 |
| dewey-sort | 3343.09 299 |
| dewey-tens | 340 - Law |
| discipline | Rechtswissenschaft |
| discipline_str_mv | Rechtswissenschaft |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>00000nam a2200000 c 4500</leader><controlfield tag="001">BV047807951</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20220427</controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">220131s2021 xxk |||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781509949335</subfield><subfield code="c">hardback</subfield><subfield code="9">978-1-50994-933-5</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781509949373</subfield><subfield code="c">paperback</subfield><subfield code="9">978-1-50994-937-3</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1304480096</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)KXP1775934640</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">xxk</subfield><subfield code="c">XA-GB</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-739</subfield><subfield code="a">DE-11</subfield><subfield code="a">DE-M382</subfield><subfield code="a">DE-12</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">K564.C6</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">343.09/99</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Beckers, Anna</subfield><subfield code="d">1982-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)1080133364</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Three liability regimes for artificial intelligence</subfield><subfield code="b">algorithmic actants, hybrids, crowds</subfield><subfield code="c">Anna Beckers and Gunther Teubner</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Oxford ; New York</subfield><subfield code="b">Hart</subfield><subfield code="c">2021</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">ix, 192 Seiten</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Literaturverzeichnis Seite [167]-181. - Includes index</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Künstliche Intelligenz</subfield><subfield code="0">(DE-588)4033447-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Haftung</subfield><subfield code="0">(DE-588)4022898-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Artificial intelligence / Law and legislation</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Liability (Law)</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Künstliche Intelligenz</subfield><subfield code="0">(DE-588)4033447-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Haftung</subfield><subfield code="0">(DE-588)4022898-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Teubner, Gunther</subfield><subfield code="d">1944-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)119443562</subfield><subfield code="4">aut</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Online-Ausgabe, PDF</subfield><subfield code="z">978-1-50994-935-9</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Online-Ausgabe, EPUB</subfield><subfield code="z">978-1-50994-934-2</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Digitalisierung UB Passau - ADAM Catalogue Enrichment</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033191535&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-033191535</subfield></datafield></record></collection> |
| id | DE-604.BV047807951 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T19:04:16Z |
| indexdate | 2024-10-14T14:13:57Z |
| institution | BVB |
| isbn | 9781509949335 9781509949373 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-033191535 |
| oclc_num | 1304480096 |
| open_access_boolean | |
| owner | DE-739 DE-11 DE-M382 DE-12 |
| owner_facet | DE-739 DE-11 DE-M382 DE-12 |
| physical | ix, 192 Seiten |
| publishDate | 2021 |
| publishDateSearch | 2021 |
| publishDateSort | 2021 |
| publisher | Hart |
| record_format | marc |
| spelling | Beckers, Anna 1982- Verfasser (DE-588)1080133364 aut Three liability regimes for artificial intelligence algorithmic actants, hybrids, crowds Anna Beckers and Gunther Teubner Oxford ; New York Hart 2021 ix, 192 Seiten txt rdacontent n rdamedia nc rdacarrier Literaturverzeichnis Seite [167]-181. - Includes index Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Haftung (DE-588)4022898-8 gnd rswk-swf Artificial intelligence / Law and legislation Liability (Law) Künstliche Intelligenz (DE-588)4033447-8 s Haftung (DE-588)4022898-8 s DE-604 Teubner, Gunther 1944- Verfasser (DE-588)119443562 aut Erscheint auch als Online-Ausgabe, PDF 978-1-50994-935-9 Erscheint auch als Online-Ausgabe, EPUB 978-1-50994-934-2 Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033191535&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Beckers, Anna 1982- Teubner, Gunther 1944- Three liability regimes for artificial intelligence algorithmic actants, hybrids, crowds Künstliche Intelligenz (DE-588)4033447-8 gnd Haftung (DE-588)4022898-8 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4022898-8 |
| title | Three liability regimes for artificial intelligence algorithmic actants, hybrids, crowds |
| title_auth | Three liability regimes for artificial intelligence algorithmic actants, hybrids, crowds |
| title_exact_search | Three liability regimes for artificial intelligence algorithmic actants, hybrids, crowds |
| title_exact_search_txtP | Three liability regimes for artificial intelligence algorithmic actants, hybrids, crowds |
| title_full | Three liability regimes for artificial intelligence algorithmic actants, hybrids, crowds Anna Beckers and Gunther Teubner |
| title_fullStr | Three liability regimes for artificial intelligence algorithmic actants, hybrids, crowds Anna Beckers and Gunther Teubner |
| title_full_unstemmed | Three liability regimes for artificial intelligence algorithmic actants, hybrids, crowds Anna Beckers and Gunther Teubner |
| title_short | Three liability regimes for artificial intelligence |
| title_sort | three liability regimes for artificial intelligence algorithmic actants hybrids crowds |
| title_sub | algorithmic actants, hybrids, crowds |
| topic | Künstliche Intelligenz (DE-588)4033447-8 gnd Haftung (DE-588)4022898-8 gnd |
| topic_facet | Künstliche Intelligenz Haftung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033191535&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT beckersanna threeliabilityregimesforartificialintelligencealgorithmicactantshybridscrowds AT teubnergunther threeliabilityregimesforartificialintelligencealgorithmicactantshybridscrowds |