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In this interview from theCUBE's New York Stock Exchange studio, John Furrier sits down with Prag Mishra, chief AI officer of Armada, to explore how edge computing is evolving into the next frontier of physical AI. Mishra outlines Armada’s vision of the edge as a fully orchestrated operating environment, combining compute, storage, networking and security to deliver hyperscale-grade AI in remote and mission-critical locations. From oil rigs and mining sites to maritime operations, he explains how distributed infrastructure is enabling real-time intelligence where latency, resilience and sovereignty matter most. That evolution requires a shift from centralized “monster” data centers to modular, AI-native factories at the edge. Mishra discusses this type of modular deployment, along with detailing Armada’s partnership with NVIDIA, the role of accelerated computing and the emergence of an “AI grid” that aligns compute with energy availability. Find more SiliconANGLE news and analysis https://siliconangle.com/ Follow theCUBE's wall-to-wall event coverage https://siliconangle.com/events/ Learn about the latest theCUBE events https://www.thecube.net/ 00:00 - Exploring the Frontiers: AI Leadership and the Rise of Edge Technology 04:33 - Navigating AI Deployment and Data Integration Challenges at the Edge 09:09 - Real-time AI Decision-making and the Role of Expert Models 12:18 - Incorporating Simulation and the Role of AI in Decision Making 15:53 - NVIDIA Partnership and Industry Insights 22:28 - Conceptualizing AI Factories and Energy Utilization at the Edge 25:56 - Envisioning the Future: AI Integration and Upcoming Innovations #theCUBE #NYSEWired #RoboticsAIInfrastructure #theCUBEresearch #Armada #EdgeAI #AIFactories