Sustainable AI: An inventory of the state of knowledge of ethical, social, and legal challenges related to artificial intelligence

Research output: Book/ReportReport

Abstract

This report is an inventory of the state of knowledge of ethical, social, and legal challenges related to artificial intelligence conducted within the Swedish Vinnova-funded project “Hållbar AI – AI Ethics and Sustainability”, led by Anna Felländer. Based on a review and mapping of reports and studies, a quantitative and bibliometric analysis, and in-depth analyses of the healt- care sector, the telecom sector, and digital platforms, the report proposes three recommendations. Sustainable AI requires: 1. a broad focus on AI governance and regulation issues, 2. promoting multi-disciplinary collaboration, and 3. building trust in AI applications and applied machine-learning, which is a matter of key importance and requires further study of the relationship between transparency and accountability.

Details

Authors
  • Stefan Larsson
  • Mikael Anneroth
  • Anna Felländer
  • Li Felländer-Tsai
  • Fredrik Heintz
  • Rebecka Cedering Ångström
Organisations
External organisations
  • AI Sustainability Center
  • Ericsson AB
  • Karolinska Institutet
  • Linköping University
Research areas and keywords

Subject classification (UKÄ) – MANDATORY

  • Computer Science
  • Sociology (excluding Social Work, Social Psychology and Social Anthropology)

Keywords

  • Sustainable AI, AI ethics, trustworthy AI, AI transparency, Fairness, Accountability, FAT, Multidisciplinarity, Trust, Trusted AI
Original languageEnglish
PublisherAI Sustainability Center
Commissioning bodySwedish Government Agency for Innovation Systems (Vinnova)
Number of pages44
Publication statusPublished - 2019 Apr 9
Publication categoryResearch

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Related research output

Stefan Larsson, Heintz, F., Felländer-Tsai, L. & Felländer, A., 2019 Apr 9, Entreprenör.

Research output: Contribution to specialist publication or newspaperNewspaper article

Stefan Larsson, Anneroth, M., Felländer, A., Felländer-Tsai, L., Heintz, F., Cedering Ångström, R. & Fredrik Åström, 2019 Mar 5, Stockholm: AI Sustainability Center. 44 p.

Research output: Book/ReportReport

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Related projects

Stefan Larsson

The Swedish Retail and Wholesale Council (Handelsrådet)

2018/09/012020/08/31

Project: ResearchCollaboration with industry

Anna Felländer, Stefan Larsson, Rebecka Cedering Ångström, Fredrik Heintz & Li Felländer-Tsai

Swedish Government Agency for Innovation Systems (Vinnova)

2018/04/032019/01/03

Project: ResearchCollaboration with industry

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Related activities

Larsson, S. (Keynote/plenary speaker)
2020 Feb 4

Activity: Talk or presentationInvited talk

Larsson, S. (Keynote/plenary speaker)
2019 Oct 3

Activity: Talk or presentationInvited talk

Larsson, S. (Keynote/plenary speaker)
2019 May 9

Activity: Talk or presentationInvited talk

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