A $63 Billion Chip Deal and the Loss-Making Customer Behind It

Broadcom Inc. (NASDAQ: AVGO) announced a $63 billion transaction on October 26, 2026 to help deploy computing power for artificial intelligence (AI) at Anthropic, using Broadcom technology, according to Broadcom's investor relations release. The same day, Reuters and Bloomberg reported that Wall Street banks and the investment firm Blackstone had lined up $63 billion to finance Broadcom's AI chips for Anthropic. Bloomberg described the arrangement as one Broadcom had put together.

The financing is the newer piece of a deal that has been taking shape for several weeks. On October 2, Reuters reported, citing a filing, that Broadcom had agreed to lend Anthropic up to $42 billion so it could lease the chips. The $63 billion package and the $42 billion lending commitment are reported as separate items. Until the terms are disclosed in detail, they should be treated as two different figures.

Money lined up is not the same as money borrowed. Think of a credit card limit. It is the most you are allowed to spend, not what you owe today. A loan commitment works the same way.

What a lender really needs to know is when the money gets drawn, what interest rate it pays compared with benchmark rates (the base rates other loans are priced from), how long the loan lasts, and what backs it up if the borrower cannot pay. None of those terms has been published. The headline number tells you how big the promise is, and very little about how risky it is.

Now the borrower's side. In a draft prospectus, the document a company files before selling shares to the public, Anthropic disclosed an $80.7 billion net loss for the first half of 2026. The Wall Street Journal reported those figures on October 21. A net loss means the company's costs were higher than its income, after everything is counted.

Earlier, Reuters reported from the same prospectus that Anthropic posted a net loss of $42 billion for 2025, and that it plans to spend $518 billion on cloud, computing and infrastructure obligations. The six-month loss in 2026 is about $38.7 billion larger than the full-year 2025 loss. The planned obligations are roughly 2.8 times the $183 billion post-money valuation, which is the company's value including new investment, at the time it closed its $13 billion Series F funding round, led by ICONIQ, in September 2025.

These comparisons are simple arithmetic, not a forecast. The $518 billion is a plan for spending commitments, not a debt balance. Whether Anthropic can meet those commitments depends on revenue and funding, and neither the loss figures nor the financing announcements quantify either one.

In my view, a large loss is not automatically a warning sign for a company in the middle of building out heavy infrastructure. But it does mean the people owed money will be paid only if the spending turns into working computing capacity and, eventually, revenue.

The structure is the part to watch, because that is where the risk gathers. Broadcom is lending money to a customer so the customer can lease Broadcom's own hardware. That is a bit like a furniture store that lends you the money to buy its sofas. The store's sales keep coming only as long as you can keep borrowing. Broadcom's revenue from this arrangement depends on Anthropic's continued access to credit.

The banks and Blackstone, by providing the financing, sit in the same chain as lenders. For ordinary savers, this exposure does not appear on any statement they can read directly. It typically lands in pension funds, private credit vehicles (pools of money lent directly to companies, outside the banks) and bank lending books.

For Broadcom shareholders, the open question is how much of the $63 billion sits on Broadcom's own balance sheet, the record of what a company owns and owes, and how much is placed with outside investors. The announcement describes enabling deployment, which states an intention about capacity. It is not a finished installation or a closed loan. The sources do not give the terms on how Broadcom would record the revenue, how concentrated its customers would become, or what the effect on profit margins would be. Analysts will want those details before judging the quality of the earnings.

The broader point, for anyone who lends to or invests in this sector, is that the financing chain has grown faster than the disclosed earnings of its largest private borrower. Both key documents are still moving. The prospectus is a draft and may change before any offering, and the financing announcements are commitments that may change before any money moves.

Until both are final, the defensible reading is narrow. A group of lenders has lined up to fund chips that a loss-making customer plans to use at a scale well beyond its current valuation. The terms that would show who bears the downside have not been published yet.