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Dario Amodei’s $518 Billion Bet Gives AI’s Infrastructure Leaders the Upper Hand

Anthropic’s CEO has secured the computing capacity he needs to grow Claude. The executives supplying it have secured commitments that may outlast his need for it.

Dario Amodei has committed Anthropic to at least $518 billion in computing infrastructure spending over the next decade, in a bet that securing chips and data center capacity now will give Claude room to grow. The executives selling the Anthropic CEO that capacity have negotiated a different proposition: in many cases, Amodei must pay whether or not Anthropic uses what it bought. Roughly 80 percent of the company’s contractual obligations are non-cancelable or require payment regardless of usage, according to details of its confidential IPO filing reported by Reuters.

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“The biggest guaranteed winners are the infrastructure layer,” Veni Dhir, director of corporate venture capital at ADP Ventures, told Observer. “The picks-and-shovels providers capture the most certain returns.”

Amodei must turn access to infrastructure into a business large enough to pay for it. In 2025, Anthropic brought in about $4.6 billion in revenue, spent $7.33 billion on compute and posted an $8 billion operating loss, according to figures in the filing reported by Reuters. Its $42 billion net loss included a $34 billion accounting charge tied to fundraising, rather than an equivalent cash payment. The distinction makes the........

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