Why it Remains Challenging to Assess Artificial Intelligence
Published: 2023 Januar
Herausgeber: Tung X. Bui
Buchtitel: Proceedings of the 56th Hawaii International Conference on System Sciences (HICSS 2023)
Verlag: University of Hawaii
Erscheinungsort: Honolulu, HI
Organisation: University of Hawaii
Artificial Intelligence (AI) assessment to mitigate risks arising from biased, unreliable, or regulatory non-compliant systems remains an open challenge for researchers, policymakers, and organizations across industries. Due to the scattered nature of research on AI across disciplines, there is a lack of overview on the challenges that need to be overcome to move AI assessment forward. In this study, we synthesize existing research on AI assessment applying a descriptive literature review. Our study reveals seven challenges along three main categories: ethical implications, regulatory gaps, and technical limitations. This study contributes to a better understanding of the challenges in AI assessment so that AI researchers and practitioners can resolve these challenges to move AI assessment forward.