6533b828fe1ef96bd12880d6
RESEARCH PRODUCT
Building a Maturity Model for Developing Ethically Aligned AI Systems
Marianna JantunenErika HalmeVakkuri VilleKemell Kai-kristianRebekah RebekahMikkonen TommiNguyen Duc AnhAnd Abrahamsson Pekkasubject
ComputingMethodologies_PATTERNRECOGNITIONkoneoppiminenkehittäminenmallit (mallintaminen)toimintamallittekoälyetiikkaeettisyysGeneralLiterature_MISCELLANEOUStietojärjestelmätdescription
Ethical concerns related to Artificial Intelligence (AI) equipped systems are prompting demands for ethical AI from all directions. As a response, in recent years public bodies, governments, and companies have rushed to provide guidelines and principles for how AI-based systems are designed and used ethically. We have learned, however, that high-level principles and ethical guidelines cannot be easily converted into actionable advice for industrial organizations that develop AI-based information systems. Maturity models are commonly used in software and systems development companies as a roadmap for improving the performance. We argue that they could also be applied in the context of developing ethically aligned AI systems. In this paper, we propose a maturity model for AI ethics and explain how it can be devised by using a Design Science Research approach. peerReviewed
year | journal | country | edition | language |
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2021-01-01 |