Nvidia projects $1 trillion in data center capital expenditures for 2027, up from $650 billion projected by the big four hyperscalers for 2026. Alphabet confirmed 2027 spending will be "significantly higher" than its $180-$190 billion range this year. Nvidia's Rubin GPU architecture, launching in 2027, can train at a fourth of the cost of previous generations.
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