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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

K. Suslov

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Open access Jul 2026

Application of Large Language Models for Detecting Semantic Ambiguity in Industrial Instructions: Impact on Human–Machine Interaction and User Experience in Process Automation Systems of a Metallurgical Plant

A method called Semantic Latent Choice Detection is presented, designed to systematically identify interpretation ambiguities in process instructions and operator commands, and shows a statistically significant reduction in errors related to misinterpretation of process regulations.

Viktor A. Vedeneev, V. Kondratiev, K. Suslov et al. · 1 citation

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