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Explore the cutting-edge applications of generative AI in manufacturing through this 18-minute conference talk that examines the challenges and solutions for implementing specialized AI models in industrial settings. Learn how general-purpose large language models like ChatGPT, while continuously improving in general knowledge and reasoning capabilities, still fall short in tasks requiring specialized domain expertise. Discover real-world examples of generative AI utilization for design and development within Daikin, a leading air conditioning manufacturer. Understand the critical importance of teaching industry-specific knowledge and internal company information to AI models for effective industrial applications. Examine the necessity of continuous pre-training for developing an air conditioning-specialized LLM and explore the strategic development approach required to create domain-specific AI solutions that can effectively serve manufacturing and industrial needs.
