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You never fake alone. Creative AI in action
Stockholm University, Faculty of Law, Department of Law, The Swedish Law and Informatics Research Institute. Lund University, Sweden; Vrije Universiteit Brussel, Belgium.ORCID iD: 0000-0002-3028-6084
2020 (English)In: Information, Communication and Society, ISSN 1369-118X, E-ISSN 1468-4462, Vol. 23, no 14, p. 2110-2127Article in journal (Refereed) Published
Abstract [en]

Creative AI (notably GANs and VAEs) can generate convincing fakes of video footage, pictures, graphics, etc. In order to conceptualize the societal role of creative AI a new conceptual toolbox is needed. The paper provides metaphors and concepts for understanding the functioning of creative AI. It shows how the role of creative AI in relation to FAT ideals can be enriched by a dynamic and constructivist understanding of creative AI. The paper proposes to use Greimas’ actantial model as a heuristic in the operationalization of this type of understanding of creative AI.

Place, publisher, year, edition, pages
2020. Vol. 23, no 14, p. 2110-2127
Keywords [en]
Generative adversarial networks (GANs) and variational autoencoders (VAEs), fairness, accountability and transparency in machine learning (FATML), generative machine learning, deepfakes, synthetic data
National Category
Philosophy, Ethics and Religion
Research subject
Information Society
Identifiers
URN: urn:nbn:se:su:diva-181634DOI: 10.1080/1369118X.2020.1754877ISI: 000533775800001OAI: oai:DiVA.org:su-181634DiVA, id: diva2:1430929
Projects
CRE-AIAvailable from: 2020-05-18 Created: 2020-05-18 Last updated: 2022-02-26Bibliographically approved

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de Vries, Katja

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CiteExportLink to record
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Citation style
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