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  "documentTitle": "2025 Bond Cap Artificial Intelligence AI 2025",
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  "notes": "The slide uses a narrative structure to explain the shift in capital expenditure focus over the last two decades.",
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      "text": "Like electricity and other general-purpose technologies in the past, AI and cloud datacenters represent the next stage of industrialization.",
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      "text": "The earliest wave saw CapEx pouring into building internet infrastructure – massive server farms, undersea cables, and early data centers that enabled Amazon, Microsoft, Google and others to lay the foundation for cloud computing. That was the first phase: store it, organize it, serve it.",
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      "text": "The world's biggest tech companies are spending tens of billions annually – not just to gather data, but to learn from it, reason with it and monetize it in real time. It's still about data – but now, the advantage goes to those who can train on it fastest, personalize it deepest, and deploy it widest.",
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      "text": "To understand where technology CapEx is heading, it helps to look at where it's been. Over the past two decades, tech CapEx has flexed upward at points through data's long arc – first toward storage / access, then toward distribution / scale, and now toward computation / intelligence.",
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      "text": "The second wave – still unfolding – has been about supercharging compute for data-heavy AI workloads, a natural evolution of cloud computing. Hyperscaler* CapEx budgets now tilt increasingly toward specialized chips (GPUs, TPUs, AI accelerators...), liquid cooling, and frontier data center design.",
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      "text": "In 2019, AI was a research feature; by 2023, it was a capital expenditure line item. Microsoft Vice Chair and President Brad Smith put it well in a 4/25 blog post: Like electricity and other general-purpose technologies in the past, AI and cloud datacenters represent the next stage of industrialization.",
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      "text": "*Hyperscalers (large data center operators) are Amazon Web Services (AWS), Microsoft Azure, Google Cloud Platform (GCP), Alibaba Cloud, Oracle Cloud Infrastructure (OCI), IBM Cloud & Tencent Cloud.",
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      "kind": "title",
      "text": "AI User + Usage + CapEx Growth = Unprecedented",
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