Abstrakti
There are many examples of problems resulting from inscrutable AI systems, so there is a growing need to be able to explain how such systems produce their outputs. Drawing on a case study at the Danish Business Authority, we provide a framework and recommendations for addressing the many challenges of explaining the behavior of black-box AI systems. Our findings will enable organizations to successfully develop and deploy AI systems without causing legal or ethical problems.
Alkuperäiskieli | Englanti |
---|---|
Artikkeli | 7 |
Sivut | 259-278 |
Sivumäärä | 20 |
Julkaisu | MIS Quarterly Executive |
Vuosikerta | 19 |
Numero | 4 |
DOI - pysyväislinkit | |
Tila | Julkaistu - jouluk. 2020 |
OKM-julkaisutyyppi | B1 Kirjoitus tieteellisessä aikakauslehdessä |