Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis
Matteo Esposito, Francesco Palagiano, Valentina Lenarduzzi, Davide Taibi
Abstract
Context. Risk analysis assesses potential risks in specific scenarios. Risk analysis principles are context-less; the same methodology can be applied to a risk connected to health and information technology security. Risk analysis requires a vast knowledge of national and international regulations and standards and is time and effort-intensive. A large language model can quickly summarize information in less time than a human and can be fine-tuned to specific tasks.
Topics & Concepts
Computer scienceNatural language processingRisk analysis (engineering)MedicineSoftware Engineering ResearchSoftware Engineering Techniques and PracticesSoftware Reliability and Analysis Research