NVIDIA and Meta have significantly expanded their strategic partnership to accelerate the ecosystem of the ‘Muse’ next-generation AI model family, in response to the surging demand for autonomous AI agents. This collaboration centers on NVIDIA’s $3 billion equity investment in Meta and the comprehensive adoption of next-generation accelerator infrastructure, aimed at maximizing inference and training performance while optimizing Total Cost of Ownership (TCO).
Muse Model Optimization and $3 Billion Equity Investment Announced
On October 26, 2026, NVIDIA and Meta officially announced an agreement to collaborate on end-to-end workflow optimization to maximize inference and training performance for the ‘Muse’ autonomous AI agent model and its associated model family. Both companies intend to drive hardware and software optimization to keep pace with the accelerating growth of AI agent services.
Concurrently, NVIDIA announced a $3 billion direct equity investment in Meta as part of a new equity offering. This capital injection is designed to solidify the long-term technical partnership between the two companies while providing financial support for Meta’s large-scale AI infrastructure expansion.
Next-Gen Infrastructure Built on Vera Rubin and Spectrum-X
To handle the computational demands of next-generation autonomous AI agents and scale operations, Meta plans to expand its adoption of NVIDIA’s next-generation ‘Vera Rubin’ accelerators and ‘Vera’ CPU systems. The Vera Rubin architecture is specifically designed to achieve industry-leading performance per watt.
In the network infrastructure domain, NVIDIA’s Spectrum-X Ethernet networking technology and BlueField-4 Data Processing Units (DPUs) will be deployed. This integration aims to maximize network efficiency and data transfer throughput between large-scale computing nodes within Meta’s data centers.
Security and Surveillance Collaboration via OpenShell and Sentry
The two companies are also actively reviewing additional security technology cooperation to manage security risks and enhance reliability stemming from the autonomous behavior of AI agents. A key focus is the introduction of the ‘NVIDIA OpenShell Reference Architecture’ and OpenShell to establish a secure deployment and execution environment for autonomous agents.
Furthermore, the implementation of ‘NVIDIA Sentry’ to monitor and control agent behavior is under discussion. Sentry provides a monitoring environment that encompasses structured, unstructured, and graph data processing, establishing a safety mechanism for AI agent operations.
Key Collaboration Details and Technical Specifications
- Focus: Meta’s frontier AI agent model ‘Muse’ and the entire Muse family
- Equity Investment: NVIDIA to invest $3 billion (USD 3B) in Meta’s equity offering
- Computing Infrastructure: Expansion of NVIDIA Vera Rubin GPU and Vera CPU deployments
- Network Solutions: Integration of NVIDIA Spectrum-X Ethernet and BlueField-4 DPUs
- Security Partnership: Reviewing adoption of NVIDIA OpenShell architecture and Sentry monitoring
Leadership Statements and the Paradigm Shift in AI Agents
Jensen Huang, founder and CEO of NVIDIA, stated, “AI agents represent a brand new computing paradigm where the AI understands the user’s goals, reasons for itself, and uses various tools to complete tasks. By optimizing our computing infrastructure end-to-end, NVIDIA and Meta will enable Muse to help billions of people achieve more and pursue greater ambitions.”
Mark Zuckerberg, founder and CEO of Meta, added, “Muse is a core vehicle for delivering personal superintelligence to everyone. Through our ongoing technical collaboration with NVIDIA, we will deliver the best personal agents and frontier models to billions of people.”
Official Announcement Source and Limitations
This report is based on a single source: a press release issued by NVIDIA on its official newsroom on October 26, 2026. Future-looking statements, such as the completion of equity investment, product performance, and the scope of technology application, are subject to change based on geopolitical conditions, market shifts, and other risks.
Official Source List:
* NVIDIA Official Newsroom Press Release (October 26, 2026): https://nvidianews.nvidia.com/news/nvidia-and-meta-to-expand-collaboration-on-muse-and-muse-family-of-models-amid-robust-growth