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In this interview from Dell Technologies World 2026, Arun Narayanan, senior vice president for compute and networking product management at Dell Technologies, joins Alison Biers, global marketing senior director for servers, networking and global industries at Dell Technologies, to talk with theCUBE's Dave Vellante about how Dell is evolving from a server supplier into the foundational platform for enterprise AI factories. Narayanan details how the PowerRack portfolio has expanded to support 100% liquid-cooled designs as rack power approaches one megawatt, with two-phase cooling technologies already in development for deployment roughly three years out. He explains why SONiC is emerging as the Linux of AI networking — unifying scale-up, scale-out and scale-across architectures — while the integration of compute, storage and networking into a single rack-scale system enables deployment from customer dock to full production in six hours. The conversation also explores how the CPU-to-GPU ratio is converging toward parity, driven by agentic architectures and reinforcement learning workflows that are dramatically increasing CPU demand across training and inference. Narayanan argues the inflection is already underway, with the ratio moving from 1:8 toward 1:1 as multi-agent orchestration scales. On security, the discussion covers Dell's silicon root of trust — verified end to end from supply chain to deployment — and post-quantum cryptography readiness embedded across the next-generation PowerEdge platform. Biers reframes the investment conversation, noting that enterprises are increasingly breaking traditional five-year depreciation cycles as power and cooling advances make earlier refresh cycles genuinely economical. From the argument that today's training clusters become tomorrow's inference fleets to the broader thesis that hardware is no longer a cost center but a direct enabler of token-based revenue, Narayanan and Biers make the case that the AI factory has become the defining unit of modern enterprise infrastructure. 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 - Foundations and Challenges in Dell's Evolution 02:37 - Innovation in Cooling Systems 04:42 - Navigating Power and Connectivity Challenges 06:57 - Transforming Technology: Memory and Diversity 10:07 - Security and Quantum Readiness 12:24 - CPU and GPU Dynamics 15:54 - The AI Factory and Infrastructure 18:50 - Beyond Cycles: Modernization to Conclusion #theCUBE #DellTechWorld #theCUBEresearch #DellTechnologies #NVIDIA #AIInfrastructure

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