QB4AIRA: A Question Bank for AI Risk Assessment
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Abstract (arXiv)
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.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 16 May 2023.
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Citing papers per year: 2023: 1; 2024: 2; 2025: 1.
4 papers.
- 2023Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model based Agentscited by 13
- 2024Integrating ESG and AI: A Comprehensive Responsible AI Assessment Frameworkcited by 2
- 2024Responsible AI Question Bank: A Comprehensive Tool for AI Risk Assessmentcited by 2
- 2025A Question Bank to Assess AI Inclusivity: Mapping out the Journey from Diversity Errors to Inclusion Excellencecited by 0
- 2025A Question Bank to Assess AI Inclusivity: Mapping out the Journey from Diversity Errors to Inclusion Excellence23 Jun 2025
- 2024Responsible AI Question Bank: A Comprehensive Tool for AI Risk Assessment2 Aug 2024
- 2024Integrating ESG and AI: A Comprehensive Responsible AI Assessment Framework2 Aug 2024
- 2023Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model based Agents22 Nov 2023