Weaving Together Field, Technology, and Culture - TOPPAN's LLM/VLM Development and Operational Practice

Learn how TOPPAN approaches large language model (LLM) and vision-language model (VLM) development and deployment in this 19-minute conference talk. Discover the company's strategy for implementing AI-driven business transformation while developing proprietary models that meet strict security requirements through on-premises deployment. Explore the unique characteristics of different models revealed through evaluation and operation using Weights & Biases, including insights into models best suited for AI agent applications. Gain practical insights from real-world field experience as the presenter shares TOPPAN's developer perspective on the current state and future potential of generative AI development, covering the intersection of field requirements, technological capabilities, and organizational culture in enterprise AI implementation.