---
title: "Discussion on \"I Was Proven Wrong About the AI Hardware Race\" | Hashnode"
description: "Discussion on \"I Was Proven Wrong About the AI Hardware Race\". A few days ago, I took a clear position.\nI argued that purpose-built AI architectures like LPUs and wafer-scale systems would eventually outcompete GPUs. From that, I went a step further and predicted that NVIDIA might not be the ultimate winner of t..."
url: "https://hashnode.com/posts/i-was-proven-wrong-about-the-ai-hardware-race/694e1f9e9bc9439c52e3e6f0"
---

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# [I Was Proven Wrong About the AI Hardware Race](https://devopsdayonegautam.hashnode.dev/i-was-proven-wrong-about-the-ai-hardware-race?utm_source=hashnode&utm_medium=feed)

A few days ago, I took a clear position. I argued that purpose-built AI architectures like LPUs and wafer-scale systems would eventually outcompete GPUs. From that, I went a step further and predicted that NVIDIA might not be the ultimate winner of t...

Dec 26, 2025 · 3 min read · devopsdayonegautam.hashnode.dev  
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-   [#ai](https://hashnode.com/tag/ai)
-   [#artificial-intelligence](https://hashnode.com/tag/artificial-intelligence)
-   [#nvidia](https://hashnode.com/tag/nvidia)
-   [#inference](https://hashnode.com/tag/inference)

## Written by

[Gautam Gaurisaria](https://hashnode.com/@gautamgaurisaria)

@gautamgaurisaria · India

  
[View profile](https://hashnode.com/@gautamgaurisaria)

Learning....always

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