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Message: [QUOTE="Queen, post: 84420, member: 27"] NVIDIA’s latest silicon flex is hitting server farms later this year, mostly. While the Vera Rubin AI racks theoretically entered mass manufacturing earlier than anticipated, volume remains low. Quanta executive Mike Yang indicated that hardware drops happen around August. Expect the usual slow drip prior to hyperscalers getting fully integrated systems near the year's closure. Manufacturing lines aren't sweating the upgrade since the architecture recycles bits from the Blackwell series. This continuity saves suppliers from totally retooling factories. The strategy mirrors the Blackwell Ultra rollout, keeping quantities tight initially before opening the floodgates early next annual cycle. CES showcased the Rubin lineup, featuring distinct silicon for networking and crunching data. The stack includes a Rubin GPU packing 336 billion transistors alongside a Vera CPU holding 227 billion. The additional kit involves the NVLINK 6 Switch, CX9, and BF4 networking gear, alongside Spectrum-X optics. Only the NVL72 configuration ships first, ditching the massive NVL144 setup shown at GTC. Limiting the chip count helps manage heat and assembly headaches. Previous struggles with Cordelia boards on the Blackwell Ultra taught the corporation that supply chains break when rushed. Full deployment across data centers should happen between late 2026 and early 2027. Big players like OpenAI, Microsoft, Google, and CoreWeave are lining up for the performance boost. Frontier models get the goods eventually, provided the hardware actually arrives. [/QUOTE]

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