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The chip made for the AI inference era – the Google TPU

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As I find the topic of Google TPUs extremely important, I am publishing a comprehensive deep dive, not just a technical overview, but also strategic and financial coverage of the Google TPU. Topics covered: The history of the TPU and why it all even started? The difference between a TPU and a GPU? Performance numbers TPU vs GPU? Where are the problems for the wider adoption of TPUs Google’s TPU is the biggest competitive advantage of its cloud business for the next 10 years How many TPUs does Google produce today, and how big can that get? Gemini 3 and the aftermath of Gemini 3 on the whole chip industry Let’s dive into it. The history of the TPU and why it all even started? The story of the Google Tensor Processing Unit (TPU) begins not with a breakthrough in chip manufacturing, but with a realization about math and logistics. Around 2013, Google’s leadership—specifically Jeff Dean, Jonathan Ross (the CEO of Groq), and the Google Brain team—ran a projection that alarmed them. They cal

The chip made for the AI inference era – the Google TPU UncoverAlpha Nov 24, 2025 ∙ Paid 153 3 23 Share Hey everyone, As I find the topic of Google TPUs extremely important, I am publishing a comprehensive deep dive, not just a technical overview, but also strategic and financial coverage of the Google TPU. Topics covered: The history of the TPU and why it all even started? The difference between a TPU and a GPU? Performance numbers TPU vs GPU? Where are the problems for the wider adoption of TPUs Google’s TPU is the biggest competitive advantage of its cloud business for the next 10 years How

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