Meta and Arm Collaborate to Launch AI-Optimized CPUs for Advanced Data Centers

By Patricia Miller

Mar 24, 2026

2 min read

Meta teams with Arm to create AI-focused CPUs, enhancing data centers and advancing AI system capabilities. The AGI CPU targets high-performance growth.

Meta has announced a strategic partnership with Arm aimed at developing a new line of CPUs designed specifically for AI workloads and general computing needs in its expanding data center infrastructure.

The newly introduced Arm AGI CPU is set to present a more efficient alternative to outdated server processors, specifically optimized for AI-supported functionalities. Meta aims to enhance the performance of its server racks and facilitate large-scale AI deployments, emphasizing the importance of this technology in ushering in more advanced AI systems.

The Arm AGI CPU will integrate seamlessly with Meta's custom MTIA silicon, marking a key step in the company’s broader initiative to create a robust and diversified hardware framework for AI training and inference. This announcement aligns with Meta's recent push for enhanced infrastructure, having previously collaborated with AMD for an extensive supply of Instinct GPUs, as well as outlining plans for the production of four new AI chips to support the scaling of its data centers.

Interestingly, the AGI CPU represents Arm's first significant in-house venture into the data center chip sector, diverging from its traditional licensing approach to chip design to partners. With Meta as the principal design partner, TSMC will handle manufacturing the chip utilizing a cutting-edge 3-nanometer process, with mass production anticipated in the latter part of 2026.

Arm has highlighted that the AGI CPU is engineered for an era where AI CPUs play a pivotal role in orchestrating not just accelerators, but also memory, storage, networking, and numerous distributed AI tasks. In a typical configuration, the AGI CPU can be accommodated within a standard air-cooled rack housing up to thirty blades with 8,160 cores, while a liquid-cooled setup in collaboration with Supermicro can accommodate more than 45,000 cores.

Arm further claims that this new chip can deliver over double the performance per rack compared to existing x86 systems. The potential financial implications are significant, with the possibility of generating savings of up to $10 billion in capital expenditures per gigawatt of AI data center capacity.

Beyond Meta, Arm intends for the AGI CPU to be accessible to other clients. Prominent organizations like OpenAI, Cloudflare, SAP, and others are slated to be initial partners. Additionally, Meta plans to share its board and rack designs for the CPU through the Open Compute Project within the year, which could accelerate adoption among data center operators.

As of the latest market activity, shares of Meta were trading at approximately $595.20, a decrease of 1.5%, while Arm's shares were around $135.20, down by 1.2%.

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