Fetching from the wire…
Infra2026-08-12 · source-backed
The argument is that AI rack density outgrew AC distribution, and 800-volt DC cuts conversion stages between grid and GPU so more available power reaches compute (NVIDIA). Staged rollout: hybrid AC-compatible power rack in H2 2026, row power center supporting up to 2 MW per row in 2027, facility-scale DC power block later in the decade, NVIDIA DSX reference designs as blueprint. The post gives no efficiency percentages and no copper-reduction figures, so the efficiency claim is unquantified. It's a standardization play, and standardization plays are usually more consequential than the benchmarks they omit.
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NVIDIA's Blackwell successor is in production ahead of schedule. The NVL72 rack (72 GPUs) delivers 3.6 exaFLOPS for inference, with 288GB HBM4 per GPU. NVIDIA claims 10x lower cost-per-token versus Blackwell. The Rubin CPX variant — purpose-built for million-token inference —...
Huang used his inaugural X post on July 24 to publish "Open Weights and American AI Leadership," a three-page letter on Nvidia's own servers signed by 25 companies including Meta, Microsoft, IBM, Mistral, Mozilla, Hugging Face, a16z, Palantir and the Linux Foundation. Within a...
The Hrazdan facility opened August 8, scaling to 300 megawatts and 70,000+ NVIDIA Rubin and Blackwell GPUs by end of 2027, built on NVIDIA DSX (40% more GPUs on the same footprint) with Dell PowerEdge, Schneider Electric power and Vertiv cooling. NVIDIA intends to invest, foll...
AMD unveiled its first rack-scale system to directly contest Nvidia at the rack level, with engineering samples in H2 2026 and mass production targeted Q2 2027. Microsoft joins Meta, OpenAI and Oracle as customers; Meta plans 1 gigawatt of Helios racks by year-end against a lo...
Founding signatories include AWS, Anthropic, Google, OpenAI, NVIDIA, Microsoft and GitHub, IBM, Red Hat, Cisco, JPMorganChase, Citi, the Rust Foundation, Zscaler, and Sonatype, with OpenSSF, CNCF, and OpenInfra participating. The open letter drew 455 points on HN. (Akrites / L...
Nvidia set new MLPerf Inference v6.0 records on April 2 using four GB300 NVL72 systems (288 Blackwell Ultra GPUs) interconnected via Quantum-X800 InfiniBand. The headline number: 2.49 million tokens per second on DeepSeek-R1 in offline mode. That's the largest GPU configuratio...
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