Meta and Nvidia are building the power of AI. Millions of GPUs and a new generation of data centers.

Calendar 2/23/2026

The artificial intelligence market is entering a stage where scale matters more than individual models. Meta and Nvidia have announced a multi-year partnership aimed at building hyperscale AI infrastructure capable of handling some of the largest computational workloads in the world. This is a project that goes beyond a classic order of graphics cards. We are talking about a complete overhaul of the technological backend for the next wave of artificial intelligence.

One architecture for global infrastructure

Companies are working on a unified architecture that encompasses both their own data centers and cloud deployments by Nvidia partners. Systems based on the GB300 platform, which integrate computing power, memory, and data storage into one structure, will play a key role. In parallel, Meta is expanding the use of Nvidia Spectrum-X Ethernet to ensure predictable latency and higher energy efficiency.

An important element of the project is the wide deployment of Nvidia Grace processors, which is set to be the first large-scale deployment of this line in a production environment. Meanwhile, engineers from both companies are optimizing CPU software and libraries to improve performance per watt and accelerate the training of next-generation models.

AI with a focus on privacy

Meta has also started using Nvidia Confidential Computing in services like WhatsApp. The technology allows user data to be processed by AI models while maintaining their confidentiality and integrity. The plan is to expand this architecture to other company products. Mark Zuckerberg announced that the next step will be building clusters based on the Vera Rubin platform, which are set to become the foundation for the concept of "personal superintelligence" available to billions of users.

What are Zuckerberg and Huang planning?

The joint strategy indicates something more than just increasing computing power. Meta wants to tightly integrate the development of AI models with infrastructure, designing hardware and software in parallel. This approach aims to shorten the training time of models and improve their efficiency. If the plans are realized, Meta could become one of the largest AI infrastructure operators in the world, and Nvidia could strengthen its position as a key technology provider for digital giants.

The partnership between Meta and Nvidia is a project that goes beyond standard hardware investments. Millions of GPUs, Grace processors, and the Vera Rubin platform are set to create the foundation for the next generation of AI models. This is a move that could significantly impact the global technological race.

Source: techradar.com

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Katarzyna Petru

Journalist, reviewer, and columnist for the "ChooseTV" portal