A 253-question bank for assessing AI inclusivity, organized into five pillars, built from guidelines, literature, and LLM assistance, but validated only through AI-generated personas.
QB4AIRA: A Question Bank for AI Risk Assessment
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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.
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A Question Bank to Assess AI Inclusivity: Mapping out the Journey from Diversity Errors to Inclusion Excellence
A 253-question bank for assessing AI inclusivity, organized into five pillars, built from guidelines, literature, and LLM assistance, but validated only through AI-generated personas.