---
format: "aidr-story-markdown/v1"
id: "d1f9ec74570c490654295aec15cf9f8dd665a3273311dd94a6706aa636d0cab3"
canonical_url: "https://aidr.today/d1f9ec74?lang=en"
title: "Five Ways NVIDIA Co-Design Maximizes the Value of Every Byte in the AI Factory"
lang: "en"
requested_lang: "en"
available_langs: ["en","vi"]
translation_fallback: null
fallback_fields: []
published_at: "2026-11-05T16:00:00.000Z"
category: "Chips"
topics: ["nvidia","inference"]
source_urls: ["https://developer.nvidia.com/blog/five-ways-nvidia-co-design-maximizes-the-value-of-every-byte-in-the-ai-factory/","https://blogs.nvidia.com/blog/memory-full-stack-codesign/"]
summary: "NVIDIA's co-design approach across GPU architecture, interconnects, software, CPU, and storage aims to maximize the useful work delivered per byte of memory in AI factories, with Vera Rubin NVL72 achieving up to 30x throughput per megawatt over GB300 NVL72."
---

# Five Ways NVIDIA Co\-Design Maximizes the Value of Every Byte in the AI Factory

> [Open the canonical story](<https://aidr.today/d1f9ec74?lang=en>)

**Published:** 2026-11-05T16:00:00.000Z
**Category:** Chips
**Topics:** nvidia, inference

## Summary

NVIDIA's co\-design approach across GPU architecture, interconnects, software, CPU, and storage aims to maximize the useful work delivered per byte of memory in AI factories, with Vera Rubin NVL72 achieving up to 30x throughput per megawatt over GB300 NVL72\.

## Sources

- [Story source](<https://developer.nvidia.com/blog/five-ways-nvidia-co-design-maximizes-the-value-of-every-byte-in-the-ai-factory/>)
- [Story source](<https://blogs.nvidia.com/blog/memory-full-stack-codesign/>)