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

Forskningsoutput: Bok/rapportRapport

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 health 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 multidisciplinary 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.

Detaljer

Författare
  • Stefan Larsson
  • Mikael Anneroth
  • Anna Felländer
  • Li Felländer-Tsai
  • Fredrik Heintz
  • Rebecka Cedering Ångström
Enheter & grupper
Externa organisationer
  • AI Sustainability Center
  • Ericsson AB
  • Karolinska Institute
  • Linköping University
Forskningsområden

Ämnesklassifikation (UKÄ) – OBLIGATORISK

  • Datavetenskap (datalogi)
  • Sociologi (exklusive socialt arbete, socialpsykologi och socialantropologi)

Nyckelord

  • Sustainable AI, AI, AI transparency, AI ethics, explainable AI, AI accountability
Originalspråkengelska
FörlagAI Sustainability Center
UppdragsgivareSwedish Government Agency for Innovation Systems (Vinnova)
Antal sidor44
StatusPublished - 2019 apr 9
PublikationskategoriForskning

Nedladdningar

Ingen tillgänglig data

Relaterad forskningsoutput

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

Forskningsoutput: Bidrag till övrig tidskrift/dags- eller nyhetstidningDagstidnings-/nyhetsartikel

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

Forskningsoutput: Bok/rapportRapport

Visa alla (2)

Related projects

Stefan Larsson

The Swedish Retail and Wholesale Council (Handelsrådet)

2018/09/012020/08/31

Projekt: Forskning

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

Swedish Government Agency for Innovation Systems (Vinnova)

2018/04/032019/01/03

Projekt: Forskning

Visa alla (3)

Relaterade aktiviteter

Larsson, S. (Huvudtalare)
2019 okt 3

Aktivitet: Föredrag eller presentationInbjuden talare

Larsson, S. (Huvudtalare)
2019 maj 9

Aktivitet: Föredrag eller presentationInbjuden talare

Visa alla (2)