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This conference talk explores how enterprises can adopt LLM-powered multi-agent collaboration systems, presented by Tingyi Li, Enterprise Solutions Architect at Amazon Web Services. Discover how agentic systems leverage foundation models to address complex real-world challenges through autonomous collaboration, decision-making, and problem-solving across various industries. Learn a first-principles approach to understanding multi-agent collaboration frameworks through industry use cases, including techniques for prompting and orchestrating specialized agents to enhance collaboration. The presentation covers evaluation methods for multi-agent systems and strategies for deploying and scaling these systems in production environments with proper governance and responsibility. Delivered by an experienced professional who leads AWS Nordics Generative AI community and has worked as a Data & AI Engineer at major tech companies, this 23-minute talk from the 2025 GAIA Conference provides valuable insights for organizations looking to implement advanced AI collaboration systems.
