Photo by Brecht Corbeel on Unsplash. Source: https://unsplash.com/photos/a-glowing-square-microchip-on-a-futuristic-circuit-board-HxMFCiK2hOA (Unsplash License).

The short version

The AI hardware fight has moved off the chip and onto the rack. Whoever owns the interconnect keeps earning whether or not the accelerator inside sells. That reframes every deal a custom silicon shop signs.

  • 144 accelerators per fabric. d-Matrix Raptor chips will connect over a single NVLink fabric.
  • Nvidia wins even without selling a GPU. It supplies the CPUs, switches, NICs, and Ethernet.
  • It is paying partners to join. Nvidia invested $3.5B in MediaTek and $2B in Marvell.
  • The race moved to the rack. Nvidia is defending the architecture under the chips, not just the chips.

Why this quietly deepens lock-in even as it adds choice. Read the full analysis.

By Ivan Tarin

Ivan Tarin is a Principal Product Marketing Manager at SUSE, where he owns go-to-market strategy and positioning for a seven-product cloud-native portfolio spanning Kubernetes, virtualization, storage, security, and observability. A former full-stack developer who shipped production code for enterprise and public-sector clients including U.S. national laboratories, Ivan translates complex infrastructure and AI technology into messaging that lands with developers, platform teams, and enterprise buyers. He has presented at KubeCon, SUSECON, and AWS Developer Week, and is currently pursuing an MS in Artificial Intelligence at the University of Colorado Boulder.

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