Pivot to debt: Google, Meta and the AI 'hyperscalers' are on a $1 trillion borrowing binge after years of printing cash | Fortune

"Almost every major capital spending boom during the past 200 years has ended in bankruptcies, consolidations, and tears-but also wins for the victors. The late 1990s buildout of fiber-optic networks, in which companies spent billions to pull dark fiber across continents and under oceans, saw borrowers like WorldCom, Global Crossing, and others go under."

"In each case, there were also long-term victors who inherited infrastructure and reaped the benefits of these expansions in the form of lower-cost bandwidth, cheaper consumer prices, and large manufacturers that consolidated the power grid. Now, it's AI's turn."

"The artificial intelligence buildout is being driven primarily by five hyperscalers- Alphabet, Amazon, Meta, Microsoft, and Oracle-and has effectively become a capital-expenditure sprint with an eventual price tag expected to be in the trillions, most of it committed to constructing the massive data centers and cloud infrastructure AI requires."

Throughout the past 200 years, massive capital expenditure cycles have followed a consistent pattern: initial euphoria, followed by financial collapse for many participants, consolidation, and ultimate victory for survivors. The fiber-optic buildout of the late 1990s bankrupted companies like WorldCom and Global Crossing. The shale revolution created $350 billion in debt that led to hundreds of bankruptcies when oil prices fell. Early 1900s electric power expansion saw roughly half of 3,000 utilities disappear or consolidate. In each cycle, victors inherited valuable infrastructure and reaped long-term benefits through lower costs and market consolidation. The AI buildout now follows this historical pattern, with five hyperscalers—Alphabet, Amazon, Meta, Microsoft, and Oracle—committing $969 billion to data centers and cloud infrastructure, increasingly financed through bond issuances.

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