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In this interview from Red Hat Summit 2026, John Hampton, corporate vice president of global enterprise technical sales at AMD, joins theCUBE's Rebecca Knight to discuss how AMD is helping enterprises modernize their infrastructure and optimize AI spending through a framework he calls "tokenomics." Drawing on nearly 25 years at AMD, Hampton describes the two challenges dominating enterprise conversations: the urgent need to consolidate aging data centers and the spiraling cost of AI compute. He explains how rightsizing legacy server fleets — in some cases from 1,000 servers to 150 — can free the budget and power required to fund meaningful AI investment. Hampton also unpacks "tokenomics," framing tokens per dollar and tokens per watt as the defining metrics enterprises must optimize as agentic workloads consume more compute. The conversation also explores AMD's expanding hardware portfolio and its deepening collaboration with Red Hat. Hampton highlights the newly launched AMD Instinct MI350P — a PCIe GPU designed for lower power and lower cost, now available with Red Hat 3.5 EA — which he positions as completing AMD's full inference spectrum alongside EPYC CPUs and the Helios platform. Shifting to enterprise adoption patterns, he notes that only single-digit percentages of organizations have successfully moved AI into production with measurable ROI, urging a structured assessment approach over the "ready, fire, aim" mentality he sees too often. Hampton also counters concerns about AI displacing workers, pointing to AMD's own experience deploying over 150 internal AI use cases that have made engineers more productive rather than redundant. From solving the tokenomics equation with purpose-built hardware to championing a "people first" leadership philosophy in an era of autonomous agents, Hampton provides a practical roadmap for enterprises ready to move from experimentation to production. 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 - Intro 00:05 - Navigating Innovation: Transforming Industry with AI at AMD 02:22 - AMD's Evolving Role in AI and Partnership with Red Hat 04:46 - Advancing AI: Tokenomics and New Compute Innovations 07:17 - Enterprise Adoption of AI: Leaders vs. Laggards 10:59 - Navigating the AI Landscape: Insights, Leadership, and Future Directions #theCUBE #RHSummit #theCUBEresearch #AMD #RedHat #AI

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