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Broadcom Seeks Over $60 Billion in Debt for AI Chip Deal

Broadcom is negotiating with lenders for more than $60 billion of debt tied to an AI chip deal benefiting Anthropic, as Ross Stores and BJ's Wholesale lift full-year profit guidance.

Elena Voss 7 min read
Focused industrial worker in protective gear reviewing documents in a factory setting in Russia.

Broadcom (AVGO) is in talks with a group of lenders to raise more than $60 billion in debt to finance an AI chip deal that will benefit Anthropic PBC and other companies, while Ross Stores and BJ's Wholesale both raised full-year earnings guidance on August 21, 2026.

Two very different stories moved American equities on Friday, and together they sketch the shape of this market: an enormous private credit and bank financing being assembled to build artificial intelligence hardware, and two off-price and warehouse retailers telling investors the consumer is still showing up.

Broadcom (AVGO) is in talks with a group of lenders to raise more than $60 billion in debt for an AI chip financing deal that will benefit Anthropic PBC and other companies, according to people with knowledge of the matter cited by Bloomberg Markets. Broadcom shares were quoted at 367.42, up 0.93% on the day from a previous close of 364.03, as of 15:17 GMT on Friday, August 21, 2026 — though the stock had traded as high as 375.13 earlier in the session before giving back most of the advance.

A debt package the size of a large-cap company

The headline number is what makes this unusual. More than $60 billion of debt raised in a single financing is not the scale at which semiconductor companies have historically funded capacity or customer commitments. It is the scale of a leveraged buyout of a major listed corporation, arranged instead to underwrite silicon and the systems around it.

The mechanics matter as much as the size. A vendor-adjacent financing — where the chip supplier helps arrange the capital that lets a customer take delivery — moves risk around the value chain rather than eliminating it. If the borrower base is broad and the contracted revenue is firm, the structure looks like disciplined supply-chain finance. If it concentrates on a small number of AI developers whose own revenue is still being built, it starts to resemble something closer to circular funding, where a supplier's growth is partly financed by the supplier.

Anthropic PBC is named as a beneficiary. The company is privately held and its compute needs, like those of its peers, run to the kind of sums that no longer fit inside conventional venture rounds. Debt is the natural next step when the asset being bought — racks of accelerators and the power and cooling to run them — has a hardware profile that lenders can at least attempt to underwrite.

What lenders will be asking

For the syndicate on the other side of the table, the questions are familiar even if the numbers are not. What is the residual value of an AI accelerator three or four years out, in a market where each generation is materially faster than the last? What are the contracted offtake commitments behind the borrowing, and how enforceable are they if a customer's own funding environment tightens? Where does this debt sit relative to other claims?

Those are not abstractions. Depreciation assumptions on AI hardware have become one of the live disputes in equity research, because they determine whether the enormous capital being deployed across the sector produces returns or writedowns. A $60 billion-plus financing forces the question into the credit markets, where it will be priced rather than argued.

The market's reaction was measured. Broadcom's gain of 0.93% was modestly ahead of the broad market — the S&P 500 (SPY) was at $765.65, up 0.40%, and the Nasdaq 100 (QQQ) at $712.30, up 0.19% at the same timestamp — but the fade from the session high of 375.13 suggests investors are weighing the revenue opportunity against the balance-sheet and counterparty implications rather than simply celebrating a large order book.

Ross and BJ's say the shopper is still spending

The second thread of Friday's session came from retail, and it pointed in a reassuringly ordinary direction.

Ross Stores (ROST) climbed after the off-price retailer raised its earnings per share forecast for the full year. The company said it saw strength throughout the second quarter, with comparable store sales growth supported by "both an increase in new customers and higher engagement from existing customers." That phrasing is worth parsing. Comparable store sales — sales at locations open long enough to be measured against a prior period, stripping out the effect of new openings — grew on two engines at once: more shoppers walking in, and the existing ones spending more often. A retailer growing on traffic and frequency rather than price increases alone is in a stronger position than one leaning on ticket size.

Ross shares were quoted at 238.10, up 3.98% from a previous close of 228.99, having touched 246.25 intraday. It was one of the sharper single-day moves among large American retailers on the day.

BJ's Wholesale (BJ) delivered a similar message. The warehouse club raised its adjusted full-year earnings per share guidance, and the new range beat the average analyst estimate. Adjusted EPS strips out items management considers non-recurring, so it flatters the reported figure — but the direction of travel, and the fact that it cleared the consensus bar, is what the market traded on. BJ's was quoted at 93.65, up 2.57% from a previous close of 91.30, with an intraday high of 96.09.

Value retail and AI capex are telling the same story from opposite ends

It is tempting to treat these as unrelated headlines that happened to share a broadcast. They are not entirely separate.

Off-price chains and warehouse clubs tend to do well when consumers are trading down — hunting for value rather than retreating from spending altogether. Guidance increases from both Ross and BJ's on the same morning suggest a household sector that is still transacting, still adding new customers to value formats, and still supporting the earnings base that underpins broad index levels. The Dow 30 (DIA) was the strongest of the three benchmarks at $530.85, up 0.63%, consistent with a session where consumer and industrial names carried more weight than megacap technology.

Meanwhile, the AI buildout continues to draw capital in quantities that dwarf anything on the retail side. A financing of more than $60 billion for chips is a bet that demand for compute is durable enough to service that debt for years. The retail guidance raises are a much smaller bet, verified by cash registers, that ordinary spending is holding up right now.

What to watch from here

Three things will determine whether Friday's Broadcom headline ages into a milestone or a warning. First, whether the financing actually closes at the reported size and on what terms — talks with lenders are not a signed facility. Second, the composition of the beneficiary group beyond Anthropic; the broader and better-capitalised that group, the lower the concentration risk. Third, how credit investors price the paper, which will be the first genuinely independent market read on how lenders value AI hardware as collateral.

On the retail side, the follow-through question is whether the traffic gains Ross described persist into the back half of the year, and whether BJ's can convert membership growth into the margin expansion its raised guidance implies. Guidance increases are promises; the next quarter is the invoice.

Key facts

  • Broadcom (AVGO): 367.42, +0.93% as of 15:17 GMT, Aug 21, 2026
  • Debt sought: More than $60 billion, for an AI chip financing deal
  • Ross Stores (ROST): 238.10, +3.98% as of 15:17 GMT, Aug 21, 2026
  • BJ's Wholesale (BJ): 93.65, +2.57% as of 15:17 GMT, Aug 21, 2026

Frequently asked questions

How much debt is Broadcom trying to raise?

Broadcom is in talks with a group of lenders to raise more than $60 billion in debt for an AI chip financing deal, according to people with knowledge of the matter. The talks were reported on August 21, 2026. A financing at that size would rank among the largest debt packages ever assembled around semiconductor supply, and it has not yet closed.

Who benefits from the Broadcom financing?

The deal will benefit Anthropic PBC and other companies, according to people familiar with the discussions. Anthropic is a privately held artificial intelligence developer whose compute requirements have grown beyond what conventional equity funding rounds typically cover. The full list of other beneficiaries has not been disclosed, which is one of the open questions for lenders and investors.

Why did Ross Stores shares rise?

Ross Stores raised its earnings per share forecast for the full year after reporting strength throughout the second quarter. The company said comparable store sales growth was supported by both an increase in new customers and higher engagement from existing ones. Shares were quoted at 238.10, up 3.98% from the prior close of 228.99, as of 15:17 GMT on August 21, 2026.

What did BJ's Wholesale change in its guidance?

BJ's Wholesale raised its adjusted full-year earnings per share guidance, and the new figure beat the average analyst estimate. Adjusted EPS excludes items management treats as non-recurring, so it differs from reported earnings. The stock was quoted at 93.65, up 2.57% from a previous close of 91.30, as of 15:17 GMT on August 21, 2026.

What are comparable store sales?

Comparable store sales, often called comps, measure revenue at locations that have been open long enough to be compared against the same period a year earlier. The metric strips out growth that comes purely from opening new stores, so it isolates whether existing locations are getting busier. Growth driven by traffic and repeat visits is generally viewed as higher quality than growth from price rises alone.

What risks do lenders face in AI hardware financing?

The central issues are residual value and counterparty strength. AI accelerators depreciate quickly as each new generation arrives, so lenders must judge what the collateral is worth years out. They also need contracted offtake commitments that hold up if a borrower's own funding tightens, and clarity on where the debt ranks against other claims on the borrower.

Sources

Photo: Sergey Sergeev · Pexels Licence — source

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