An introduction to large language models and their relevance for statistical offices :2024 edition

This manual is a straightforward resource for data professionals of Statistical Offices, introducing the use of Large Language Models (LLMs) in the field of Official Statistics. It outlines how LLMs can tackle complex data problems with their advanced language processing capabilities and integrates these models into current processes. This guide introduces LLMs, delineating their evolution, architecture, applications, and implications for future employment within the AI realm. Additionally, it emphasizes the need for ethical and responsible applications, blending research insights with practical industry examples to ensure professionals can maximize LLM benefits while maintaining trust and reliability in their work.