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    Financing of historic AI buildout raises systemic risks in US, researcher says

    Saba Qamar•September 25, 2026• 3 min read
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    Financing of historic AI buildout raises systemic risks in US, researcher says
    Tech CoverageAman-e-Pakistan Digital Desk
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    “The artificial intelligence buildout is on track to require a larger share of ​US output than the rollout of electricity, railroads, interstate highways or the internet, with an increasingly complicat…”

    What had been paid for out of the cash stockpiled by companies like Amazon.com, Meta Platforms and Alphabet's Google has morphed into an expansion that will consume around 3.6% of gross domestic product annually through 2032, or more than $10 trillion, and is using ever more intricate financing arrangements, Stijn ​Van Nieuwerburgh, a finance and real estate professor at Columbia Business School, wrote in a paper prepared for a Brookings Institution conference ​this week.

    That estimate is higher than the 2.2% of annual GDP absorbed by railroads in the late 1800s, which was the ⁠next most costly rollout of a general technology, and a bit more than 1% annually each for construction of the US interstate highway ​system beginning in the 1950s or the telecommunications expansion that started in the mid-1990s.

    Just as the rail and telecoms expansions led to notable bubbles ​and busts, Van Nieuwerburgh wrote that the extent of the buildout, the still-untested revenue streams, and the intricate financing structure emerging around AI mean it could be primed for a fall.

    Key Story Takeaway

    "Stay connected with Aman-e-Pakistan for ongoing live reporting and verified investigative updates."

    Read More:‘Extreme concern’ as OpenAI’s ‘rogue agent’ breached Australian govt health database"This is freaking complicated," he said in a briefing with reporters of the arrangements emerging between AI firms, major tech hyperscalers, banks, private credit lenders, real estate firms, ​and a host of other players involved in building what he conservatively estimated at 183 gigawatts worth of new data-center capacity over the ​next seven years, compared with about 57 gigawatts currently installed.

    Data center construction and the risks around AI have become a central issue in US ‌political and ⁠economic debates, with some localities increasingly reluctant to host the facilities and worried about strains on local resources, and Federal Reserve officials considering whether the construction boom is adding to inflation. Some AI executives have suggested aslower pace of developmentmight be safer.

    'Meaningful downside risk'The investment underway already has outstripped what the major players can fund from their own cash flows. The shift to outside financing has increased leverage, redistributed risks across the ​economy, and made the venture dependent on revenue ​streams that have yet to ⁠be proven, Van Nieuwerburgh noted in the paper, which will be presented on Friday.

    "This opacity of all these special purpose vehicles is somewhat reminiscent of what happened in the subprime mortgage crisis," he said in the conversation ​with journalists, when complex home mortgage financing arrangements went bad at rates that rocked global financial ​systems and triggered the 2007-2009 ⁠recession in the US."These developments do not imply that financial distress is imminent.

    Strong growth in AI applications, high utilization, and continued improvements in model capability could support the projected infrastructure and generate stable cash flows," he wrote. "But the combination of uncertain demand, rapid technological change, execution bottlenecks, and ⁠high leverage ​creates meaningful downside risk if expectations are revised.

    "As an example, he wrote that the ​AI industry will need to be earning about $3.7 trillion in annual revenue by 2032 to achieve the expected return on the investment, and "given current estimates of annual combined revenues ​of OpenAI and Anthropic of around $100 billion, revenues would need to grow at roughly 80% per year. "

    S

    Written by Saba Qamar

    Aman-e-Pakistan Senior Journalist & Bureau Reporter

    Fact Checked & Verified

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