Update, 26 Oct: Anthropic’s S-1 shows the filed numbers.Anthropic’s S-1 shows how the TPU capacity is structured: five-year master equipment leases with Broadcom, accounted for as finance leases, carry rent of about $161.2 billion excluding interest, and Anthropic may issue up to $42.0 billion of convertible notes to Broadcom or a designated financial partner. Separately it committed at least about $114.5 billion to Google from April 2026 to July 2033. More: the compute-deals piece.
Anthropic Goes Fully Vertical: 1 Million TPUs, Owned Infrastructure, and the End of Cloud Dependency
Anthropic is going fully vertical on the AI stack. The company will directly purchase close to 1 million Google TPUv7 units and deploy them in facilities it controlsโa significant diversification away from pure NVIDIA dependency.
Key Components
Owned Infrastructure, Not Cloud Rental
Anthropic is purchasing chips directly and deploying in facilities it controlsโa fundamentally different model from renting compute through AWS, Google Cloud, or Microsoft Azure .
Crypto Miners Become AI Infrastructure
TeraWulf, Hut8, and Cipher Miningโall Bitcoin mining companiesโare pivoting their data center expertise to AI workloads.
Broadcom as TPU Supplier
Google designs TPUs; Broadcom manufactures them. This deal positions Broadcom as a direct supplier to AI labs, not just a component vendor to hyperscalers.
The Scale Is Massive
1 million TPUv7 units represents one of the largest single chip deployments outside the hyperscalers themselves.
Real-World Examples
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Key Insight
Anthropic is going fully vertical on the AI stack. The company will directly purchase close to 1 million Google TPUv7 units and deploy them in facilities it controlsโa significant diversification away from pure NVIDIA dependency.
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FourWeekMBA x Business Engineer | Updated 2026
Source: The Information / Anthropic
Anthropic is going fully vertical on the AI stack. The company will directly purchase close to 1 million Google TPUv7 units and deploy them in facilities it controlsโa significant diversification away from pure NVIDIA dependency. Broadcom will sell the systems directly to Anthropic, while TeraWulf, Hut8, and Cipher Mining provide data center infrastructure.
Owned Infrastructure, Not Cloud Rental
Anthropic is purchasing chips directly and deploying in facilities it controlsโa fundamentally different model from renting compute through AWS, Google Cloud, or Microsoft Azure. Ownership changes the economics and strategic positioning entirely.
TeraWulf, Hut8, and Cipher Miningโall Bitcoin mining companiesโare pivoting their data center expertise to AI workloads. They have power contracts, cooling infrastructure, and real estate that AI companies desperately need.
Google designs TPUs; Broadcom manufactures them. This deal positions Broadcom as a direct supplier to AI labs, not just a component vendor to hyperscalers. The custom silicon market is fragmenting away from NVIDIA’s grip.
The Scale Is Massive
1 million TPUv7 units represents one of the largest single chip deployments outside the hyperscalers themselves. At projected TPUv7 performance levels, this gives Anthropic compute capacity rivaling the major cloud providers.
The model is emerging: AI labs that want ownership without operational burden outsource physical deployment while maintaining strategic control of the compute layer.
What is Anthropic Goes Fully Vertical: 1 Million TPUs, Owned Infrastructure, and the End of Cloud Dependency?
Anthropic is going fully vertical on the AI stack. The company will directly purchase close to 1 million Google TPUv7 units and deploy them in facilities it controlsโa significant diversification away from pure NVIDIA dependency. Broadcom will sell the systems directly to Anthropic, while TeraWulf, Hut8, and Cipher Mining provide data center infrastructure.
What is Crypto Miners Become AI Infrastructure?
TeraWulf, Hut8, and Cipher Miningโall Bitcoin mining companiesโare pivoting their data center expertise to AI workloads. They have power contracts, cooling infrastructure, and real estate that AI companies desperately need.
What is Broadcom as TPU Supplier?
Google designs TPUs; Broadcom manufactures them. This deal positions Broadcom as a direct supplier to AI labs, not just a component vendor to hyperscalers. The custom silicon market is fragmenting away from NVIDIA's grip.
1 million TPUv7 units represents one of the largest single chip deployments outside the hyperscalers themselves. At projected TPUv7 performance levels, this gives Anthropic compute capacity rivaling the major cloud providers.
Gennaro Cuofano is a CRO and tech executive who has worked in AI since late 2015, starting with bringing NLP, natural-language generation, voice and chatbot products to the marketing industry. His background is in law and finance: he holds a Master's degree in Law and an International MBA with an emphasis on corporate finance (LUISS Business School and the University of San Diego, 2012), and worked as a financial analyst at a real-estate investment firm in San Diego and as an assistant controller. His work focuses on business model strategy, business engineering and, more broadly, structural analysis: how companies make money, read from their own filings. He created FourWeekMBA and leads research there and at The Business Engineer, his newsletter on AI and business strategy, with over 95,000 subscribers and more than 1,000 published analyses. His writing has also appeared on Entrepreneur (for example, How to Digitize a Family Business in Europe) and HackerNoon. Find him on LinkedIn and Substack. See how we source.
