Using Generative AI chatbots for Eliciting AI Ethical Requirements
Dates: 2024
Principal Investigator: Dr. Malak Baslyman
Description: Eliciting Ethical requirements are essential for
creating responsible AI systems, especially as AI becomes more integral to
critical decision-making. Neglecting ethics early on can result in biased AI
outcomes. This study addresses these concerns by identifying ethics goals,
aligning them with measurable criteria, and analyzing current AI ethics
regulations. Using Large Language Models (LLMs), the project proposes a method
to identify ethical issues in existing requirements and categorize
violations. Additionally, it suggests engaging stakeholders in
conversations to elicit ethical requirements, considering both the AI system's
domain and the regulatory landscape. By easing the challenge of collecting
ethical requirements and ensuring diverse perspectives are considered, this
approach aims to foster a more comprehensive and holistic elicitation process.