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TLDRocket
23 October 2026
The biggest thread today wasn’t about a shinier model—it was about where AI actually runs, and who gets to control the bill. Dell says hybrid infrastructure decisions are shifting as inference spending rises, forcing enterprises to choose not just where models run, but what data and models they plug into the pipeline. That’s the practical bottleneck hiding behind every “just deploy it” plan: training is a one-time pain; inference is the daily tax. The same anxiety showed up in investor sentiment too, with AI-linked shares wobbling as data-center expansion questions hit public markets, even as hyperscalers keep finding ways to scale throughput.
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