{"id":446893,"date":"2026-02-26T15:42:10","date_gmt":"2026-02-26T15:42:10","guid":{"rendered":"https:\/\/www.newsbeep.com\/uk\/446893\/"},"modified":"2026-02-26T15:42:10","modified_gmt":"2026-02-26T15:42:10","slug":"tech-groups-turn-to-more-chip-backed-loans-to-fund-ai-arms-race","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/uk\/446893\/","title":{"rendered":"Tech groups turn to more chip-backed loans to fund AI arms race"},"content":{"rendered":"<p>Stay informed with free updates<\/p>\n<p class=\"article__content-sign-up-topic-description o3-type-body-base\">Simply sign up to the Big Tech myFT Digest &#8212; delivered directly to your inbox.<\/p>\n<p>Tech companies are increasingly turning to loans backed by the chips on which their large language models are trained as they hunt for ways to fund their massive AI investments.<\/p>\n<p>Such loans, which are secured against graphics processing units and backed by leases to the tech groups, are popular with a sector burning hundreds of billions of dollars a year in an AI arms race on chips that can quickly become obsolete.<\/p>\n<p>Investors have been attracted by yields in the high single digits to mid-teens, which are typically higher than those on debt issued by the tech companies themselves.<\/p>\n<p>\u201cInvestors are very excited,\u201d said David Ridenour, a partner specialising in finance and restructuring at law firm King &amp; Spalding. \u201cPeople are willing to dive into [GPU deals] on a take-it-or-leave-it basis.\u201d<\/p>\n<p>Pioneered by cloud computing provider CoreWeave in late 2023, GPU-backed debt has grown in popularity as demand for advanced <a href=\"https:\/\/www.ft.com\/semiconductors\" title=\"\" data-trackable=\"link\" rel=\"nofollow noopener\" target=\"_blank\">chips<\/a> skyrockets and prices soar. Citigroup estimates that GPUs and associated servers can account for 30 to 40 per cent of total project costs for data centres.<\/p>\n<p>The loans are typically taken out by special-purpose vehicles formed by tech companies and investment firms for the purpose of acquiring a cache of high-performing chips, which would then be leased to the tech businesses to train their AI models.<\/p>\n<p>This arrangement allows Big Tech groups, whose <a href=\"https:\/\/www.ft.com\/content\/8264122b-cb6b-4af5-85b8-3789c3ae3a78\" title=\"\" data-trackable=\"link\" rel=\"nofollow noopener\" target=\"_blank\">use of debt markets<\/a> is growing rapidly, to shift the loans off their corporate balance sheets. <\/p>\n<p>Last month, Apollo announced a $3.5bn financing package for a digital infrastructure fund managed by Valor Equity Partners, which would buy Nvidia\u2019s GB200 hardware, known as AI superchips, and lease them to Elon Musk\u2019s xAI.\u00a0<\/p>\n<p>IREN Limited, an AI cloud service provider, also secured $3.6bn in loan commitments from Goldman Sachs and JPMorgan earlier this month to buy chips for its AI contracts with Microsoft.<\/p>\n<p>Lenders often have to act fast and write big cheques in these transactions, according to a lawyer familiar with GPU financing.\u00a0<\/p>\n<p>\u201cA big player would basically ask, \u2018would you like to participate in a deal that closes in two weeks and throw in a couple hundred million?\u2019\u201d the lawyer said.\u00a0<\/p>\n<p>The rising popularity of such loans highlights investors\u2019 clamour for asset-backed finance, where banks and <a href=\"https:\/\/www.ft.com\/stream\/11ae579e-a7a1-4ffd-9cf2-af496b1e74bf\" title=\"\" data-trackable=\"link\" rel=\"nofollow noopener\" target=\"_blank\">private credit<\/a> funds seek esoteric debt secured by stable cash flows.\u00a0<\/p>\n<p>Deals usually come with \u201chell or high water\u201d clauses that prevent tech companies from terminating the leases early, helping mitigate the risk that these GPUs become obsolete as AI technology quickly evolves.\u00a0<\/p>\n<p>\u201cIt is a very new space and a lot of people are grappling with the question of GPU lifespan,\u201d said Dorina Yessios, US co-head of energy, infrastructure and natural resources at A&amp;O Shearman. \u201cThat has to be factored into underwriting, just like any other equipment financing.\u201d<\/p>\n<p>Moody\u2019s, which has begun to rate GPU-backed debt, said it withdrew credit ratings once underlying leases came to an end.<\/p>\n<p class=\"n-content-recommended__title o3-type-body-highlight\">Recommended<\/p>\n<p><a href=\"https:\/\/www.ft.com\/content\/3cb37eb1-97e8-44d9-9fa4-ef2a5649da8e\" data-trackable=\"image-link\" data-trackable-context-story-link=\"image-link\" tabindex=\"-1\" aria-hidden=\"true\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" class=\"o-teaser__image\" src=\"https:\/\/www.newsbeep.com\/uk\/wp-content\/uploads\/2026\/02\/https:\/\/images.ft.com\/v3\/image\/raw\/https%3A%2F%2Fd1e00ek4ebabms.cloudfront.net%2Fproduction%2F4875e6.jpeg\" alt=\"SK Hynix's 16-layer HBM3E chip and a 128GB DRAM module are shown with the company logo and a rising line chart in the background.\"\/><\/a><\/p>\n<p>\u201cTypically, deals we rate repay everything within the first lease term, so you don\u2019t have to think about the extent of useful life,\u201d said John Medina, senior vice-president in Moody\u2019s global project and infrastructure finance team.<\/p>\n<p>Nevertheless, some investors remain concerned that the economic life of GPUs could end up being shorter than expected, while the market value of older AI chips is often questionable due to a lack of price history in the nascent industry. Current valuations could also be inflated by short-term chip supply shortages, investors said.\u00a0<\/p>\n<p>\u201cWe really want to ensure the GPUs\u2019 useful life well exceeds the amortised period of our investment,\u201d said Jen Marques, head of strategy and structuring for Oaktree\u2019s structured credit strategy.<\/p>\n<p>\u201cThose things won\u2019t make it three years before they are antiquated. It\u2019s a huge gamble,\u201d said an investor who has turned down multiple GPU financing pitches.\u00a0<\/p>\n<p>\u201cThe idea of reselling GPUs from a few years ago [after a default] is like beating a dead horse.\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"Stay informed with free updates Simply sign up to the Big Tech myFT Digest &#8212; delivered directly to&hellip;\n","protected":false},"author":2,"featured_media":446894,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[554,733,4308,86,56,54,55],"class_list":["post-446893","post","type-post","status-publish","format-standard","has-post-thumbnail","category-artificial-intelligence","tag-ai","tag-artificial-intelligence","tag-artificialintelligence","tag-technology","tag-uk","tag-united-kingdom","tag-unitedkingdom"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts\/446893","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/comments?post=446893"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts\/446893\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/media\/446894"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/media?parent=446893"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/categories?post=446893"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/tags?post=446893"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}