AI (Artificial Intelligence)

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How to Design and Validate an NVIDIA GB200 or GB300 NVL72 AI Factory

TL;DR An NVIDIA NVL72 AI factory is not a collection of GPU servers connected to a fast Ethernet network. Each rack is a tightly coupled, 72-GPU NVLink scale-up domain with rack-level firmware, power, cooling, management, and service dependencies. Additional racks are joined through a separate scale-out fabric, commonly a dual-plane, rail-optimized Spectrum-X design for current

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Your AI Bill Has No Owner: The CIO-CFO Framework for Token, Agent, and GPU Cost Governance

TL;DR AI cost governance is not primarily an invoice-analysis problem. It is an identity, entitlement, and unit-economics problem. A provider may identify the account, project, workspace, model, or API key that generated consumption. That still does not tell the enterprise which employee sponsored the work, which agent acted, which workflow caused the expense, which contract

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