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This keynote presentation from Data Council 2025 (Day 3) features Sumti Jairath, Chief Architect at SambaNova Systems, who delves into the revolutionary memory-centric architecture that enables trillion-parameter models and multi-agent systems to operate with exceptional performance. Discover how SambaNova overcomes the "memory wall" challenge through innovative design approaches that optimize data access for enterprise AI applications. Learn valuable insights for teams working on scaling generative AI or developing autonomous systems, drawn from practical experience building high-performance AI infrastructure. The 36-minute talk provides technical perspectives on architecting systems capable of handling the massive computational demands of modern AI workloads.
