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Rack-scale Nvidia system configuration housing Blackwell Ultra GPUs, used for the 2,016-GPU Buzz HPC cluster.
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ChronoScale says its signed AI compute contracts now annualize to $1 billion, against $71.6 million of revenue in its last fiscal year. The figure counts signed agreements, so the stock depends on capacity still being built turning them into cash.
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Nvidia says DSX MaxLPS power sharing fits up to 40% more GPUs in the same approved power budget, citing an Nscale trial of 192 GPUs against 140. The gain holds only while GPUs rarely peak together, and each operator has to measure that on its own fleet before buying hardware against it.
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PyTorch says vLLM's frontier models now ship as hardware-specific flat definitions that torch.compile cannot trace, and the new HW agnostic layers are what users on other accelerators get instead. The overhead figure came from an H100.
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The $875 million round prices an inference chip whose performance figures come from cycle-accurate simulations and whose production date has moved from early 2027 into the second half. The system Positron ships today runs on HBM.
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A five-year, $400 million offtake covers roughly 4.75MW at Bitdeer AI's Malaysian A102 facility. The contracted-before-energization structure is becoming the price of building at all.
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The company says it needs $500m of capex just to replenish capacity it has already committed. Treat advertised GPU availability at alternative clouds as a lagging indicator.
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