Advancing Technical Language Processing and Large Language Models in Industrial Applications

This report explores how Technical Language Processing (TLP) and Large Language Models are reshaping industrial environments by making complex technical information more accessible and actionable. Through workshops and expert panels, NIST and partners highlight emerging methods, risks, and best practices for integrating AI into engineering, maintenance, and manufacturing workflows. The document emphasizes human-centered design, data quality, and domain expertise as core pillars for safely applying AI in high-stakes contexts. It offers a forward-looking view of how organizations can responsibly innovate with technical AI systems.