---
type: "Topics"
locale: "en"
url: "https://longbridge.com/en/topics/39543121.md"
description: "$Micron Tech(MU.US)Google's TurboQuant paper optimizes KV cache compression through information theory, achieving nearly 5x compression with no loss of accuracy in real-world tests. However, technologies like low-bit quantization are already in use, and compression is approaching the Shannon limit. The impact on memory stocks has largely been absorbed, and future breakthroughs may require new approaches."
datetime: "2026-03-26T10:25:52.000Z"
locales:
  - [en](https://longbridge.com/en/topics/39543121.md)
  - [zh-CN](https://longbridge.com/zh-CN/topics/39543121.md)
  - [zh-HK](https://longbridge.com/zh-HK/topics/39543121.md)
author: "[我还年轻3000万不够](https://longbridge.com/en/profiles/17208271.md)"
---

# $Micron Tech(MU.US)Google's TurboQuant paper optim…


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