Sustainability of AI: the case of provision of information to consumers

Detalhes bibliográficos
Autor(a) principal: Kindylidi, Iakovina
Data de Publicação: 2021
Outros Autores: Cabral, Tiago Sérgio
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/76372
Resumo: The potential of artificial intelligence (AI) and its manifold applications have fueled the discussion around how AI can be used to facilitate sustainable objectives. However, the technical, ethical, and legal literature on how AI, including its design, training, implementation, and use can be sustainable, is rather limited. At the same time, consumers incrementally pay more attention to sustainability information, whereas businesses are increasingly engaging in greenwashing practices, especially in relation to digital products and services, raising concerns about the efficiency of the existing consumer protection framework in this regard. The objective of this paper is to contribute to the discussion toward sustainable AI from a legal and consumer protection standpoint while focusing on the environmental and societal pillar of sustainability. After analyzing the multidisciplinary literature available on the topic of the environmentally sustainable AI lifecycle, as well as the latest EU policies and initiatives regarding consumer protection and sustainability, we will examine whether the current consumer protection framework is sufficient to promote sharing and substantiation of sustainability information in B2C contracts involving AI products and services. Moreover, we will assess whether AI-related AI initiatives can promote a sustainable AI development. Finally, we will propose a set of recommendations capable of encouraging a sustainable and environmentally-conscious AI lifecycle while enhancing information transparency among stakeholders, aligning the various EU policies and initiatives, and ultimately empowering consumers.
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spelling Sustainability of AI: the case of provision of information to consumersSustainabilityArtificial intelligenceSustainable AIGreenwashingUnfair commercial practicesAI ActScience & TechnologyThe potential of artificial intelligence (AI) and its manifold applications have fueled the discussion around how AI can be used to facilitate sustainable objectives. However, the technical, ethical, and legal literature on how AI, including its design, training, implementation, and use can be sustainable, is rather limited. At the same time, consumers incrementally pay more attention to sustainability information, whereas businesses are increasingly engaging in greenwashing practices, especially in relation to digital products and services, raising concerns about the efficiency of the existing consumer protection framework in this regard. The objective of this paper is to contribute to the discussion toward sustainable AI from a legal and consumer protection standpoint while focusing on the environmental and societal pillar of sustainability. After analyzing the multidisciplinary literature available on the topic of the environmentally sustainable AI lifecycle, as well as the latest EU policies and initiatives regarding consumer protection and sustainability, we will examine whether the current consumer protection framework is sufficient to promote sharing and substantiation of sustainability information in B2C contracts involving AI products and services. Moreover, we will assess whether AI-related AI initiatives can promote a sustainable AI development. Finally, we will propose a set of recommendations capable of encouraging a sustainable and environmentally-conscious AI lifecycle while enhancing information transparency among stakeholders, aligning the various EU policies and initiatives, and ultimately empowering consumers.Multidisciplinary Digital Publishing Institute (MDPI)Universidade do MinhoKindylidi, IakovinaCabral, Tiago Sérgio2021-11-012021-11-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/76372engKindylidi, I.; Cabral, T.S. Sustainability of AI: The Case of Provision of Information to Consumers. Sustainability 2021, 13, 12064. https://doi.org/10.3390/su1321120642071-105010.3390/su13211206412064https://www.mdpi.com/2071-1050/13/21/12064info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:20:54Zoai:repositorium.sdum.uminho.pt:1822/76372Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:14:03.151107Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Sustainability of AI: the case of provision of information to consumers
title Sustainability of AI: the case of provision of information to consumers
spellingShingle Sustainability of AI: the case of provision of information to consumers
Kindylidi, Iakovina
Sustainability
Artificial intelligence
Sustainable AI
Greenwashing
Unfair commercial practices
AI Act
Science & Technology
title_short Sustainability of AI: the case of provision of information to consumers
title_full Sustainability of AI: the case of provision of information to consumers
title_fullStr Sustainability of AI: the case of provision of information to consumers
title_full_unstemmed Sustainability of AI: the case of provision of information to consumers
title_sort Sustainability of AI: the case of provision of information to consumers
author Kindylidi, Iakovina
author_facet Kindylidi, Iakovina
Cabral, Tiago Sérgio
author_role author
author2 Cabral, Tiago Sérgio
author2_role author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Kindylidi, Iakovina
Cabral, Tiago Sérgio
dc.subject.por.fl_str_mv Sustainability
Artificial intelligence
Sustainable AI
Greenwashing
Unfair commercial practices
AI Act
Science & Technology
topic Sustainability
Artificial intelligence
Sustainable AI
Greenwashing
Unfair commercial practices
AI Act
Science & Technology
description The potential of artificial intelligence (AI) and its manifold applications have fueled the discussion around how AI can be used to facilitate sustainable objectives. However, the technical, ethical, and legal literature on how AI, including its design, training, implementation, and use can be sustainable, is rather limited. At the same time, consumers incrementally pay more attention to sustainability information, whereas businesses are increasingly engaging in greenwashing practices, especially in relation to digital products and services, raising concerns about the efficiency of the existing consumer protection framework in this regard. The objective of this paper is to contribute to the discussion toward sustainable AI from a legal and consumer protection standpoint while focusing on the environmental and societal pillar of sustainability. After analyzing the multidisciplinary literature available on the topic of the environmentally sustainable AI lifecycle, as well as the latest EU policies and initiatives regarding consumer protection and sustainability, we will examine whether the current consumer protection framework is sufficient to promote sharing and substantiation of sustainability information in B2C contracts involving AI products and services. Moreover, we will assess whether AI-related AI initiatives can promote a sustainable AI development. Finally, we will propose a set of recommendations capable of encouraging a sustainable and environmentally-conscious AI lifecycle while enhancing information transparency among stakeholders, aligning the various EU policies and initiatives, and ultimately empowering consumers.
publishDate 2021
dc.date.none.fl_str_mv 2021-11-01
2021-11-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/76372
url http://hdl.handle.net/1822/76372
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Kindylidi, I.; Cabral, T.S. Sustainability of AI: The Case of Provision of Information to Consumers. Sustainability 2021, 13, 12064. https://doi.org/10.3390/su132112064
2071-1050
10.3390/su132112064
12064
https://www.mdpi.com/2071-1050/13/21/12064
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dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Multidisciplinary Digital Publishing Institute (MDPI)
publisher.none.fl_str_mv Multidisciplinary Digital Publishing Institute (MDPI)
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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