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AI Infrastructure Is Shifting From Training Models to Running Them

AI Infrastructure Is Shifting From Training Models to Running Them

Spending on AI-optimized cloud infrastructure is expected to reach $42.3 billion in 2026, up 96.4%, with inference infrastructure spending surpassing training. It’s an important sign that enterprise AI is moving into production—and creating new opportunities across cloud, data, networking, observability, security and governance.

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