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Happy Tuesday!
Anthropic's announcement yesterday lands the way these things usually do. Headlines snap to Broadcom, the stock that opens up two percent, the Google Cloud read-through, the inevitable note about how this validates the custom-silicon thesis against Nvidia. All of that is real and all of it is already in the price.
The more interesting question for anyone running a book is what "multiple gigawatts of next-generation TPU capacity, starting in 2027" actually requires somebody to start buying right now. Capacity that turns on in 18 months has its long-lead items ordered today. Chips are not the long-lead item. Chips are the easy part.
Anthropic's run-rate has gone from roughly $9 billion at the end of 2025 to over $30 billion now, and the customer cohort spending more than $1 million annually has doubled in two months. That growth is the reason a multi-gigawatt commitment exists at all. But a gigawatt of TPU capacity is not really a chip order. It is a building, a substation, a switchgear lineup, a chilled water plant, a few hundred miles of conduit, and a mechanical contractor willing to commit crews two years out. The silicon arrives last.
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