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QB4AIRA: A Question Bank for AI Risk Assessment

Authors :
Lee, Sung Une
Perera, Harsha
Xia, Boming
Liu, Yue
Lu, Qinghua
Zhu, Liming
Salvado, Olivier
Whittle, Jon
Publication Year :
2023

Abstract

The rapid advancement of Artificial Intelligence (AI), represented by ChatGPT, has raised concerns about responsible AI development and utilization. Existing frameworks lack a comprehensive synthesis of AI risk assessment questions. To address this, we introduce QB4AIRA, a novel question bank developed by refining questions from five globally recognized AI risk frameworks, categorized according to Australia's AI ethics principles. QB4AIRA comprises 293 prioritized questions covering a wide range of AI risk areas, facilitating effective risk assessment. It serves as a valuable resource for stakeholders in assessing and managing AI risks, while paving the way for new risk frameworks and guidelines. By promoting responsible AI practices, QB4AIRA contributes to responsible AI deployment, mitigating potential risks and harms.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2305.09300
Document Type :
Working Paper