Safety analysis in the era of large language models: A case study of STPA using ChatGPT

Can safety analysis leverage Large Language Models (LLMs)? This study examines the application of Systems Theoretic Process Analysis (STPA) to Automatic Emergency Brake (AEB) and Electricity Demand Side Management (DSM) systems, utilising Chat Generative Pre-Trained Transformer (ChatGPT). We investi...

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Bibliographic Details
Main Authors: Yi Qi, Xingyu Zhao, Siddartha Khastgir, Xiaowei Huang
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Machine Learning with Applications
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Online Access:http://www.sciencedirect.com/science/article/pii/S2666827025000052
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