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GPT-5.5 runs on NVIDIA GB200 NVL72 systems, while NVIDIA positions Blackwell Ultra/GB300 NVL72 as delivering up to 35x lower token cost and 50x tokens per watt versus Hopper.
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OpenAI cut its 2030 compute target by 57%—from $1.4 trillion to $600 billion—in one of the largest infrastructure forecast corrections in modern technological history. Despite tripling revenue to $13.1 billion, inference costs quadrupled and margins compressed from 40% to 33%. The AI industry has
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