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Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis

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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.

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Publication details

DOI
10.1145/3674805.3695401
OpenAlex
W4403413493
Document type
conference-paper
Language
EN
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