Nvidia Nears $20B Investment in OpenAI as AI Infrastructure Plans Scale

Futuristic AI data center representing Nvidia’s large-scale investment in OpenAI and expanding AI infrastructure

Nvidia is moving closer to what could become one of the largest strategic investments in its history, as the chipmaker deepens its relationship with OpenAI to support large-scale AI infrastructure expansion.

The two companies have outlined a long-term partnership focused on deploying at least 10 gigawatts of Nvidia-powered AI systems. This rollout is expected to span multiple phases and rely on millions of GPUs installed across purpose-built data centers.

Key Elements of the Partnership

  • Deployment of multi-gigawatt AI infrastructure using Nvidia GPUs
  • First 1-gigawatt phase targeted for the second half of 2026
  • Use of Nvidia’s upcoming Vera Rubin platform
  • Joint optimization of hardware, networking and software stacks

OpenAI will treat Nvidia as a preferred strategic partner while continuing to work with other major infrastructure providers. The arrangement reflects OpenAI’s growing need for reliable, high-density compute as its models and services scale.

Nvidia continues to expand its AI footprint beyond large-scale infrastructure by pushing deeper into model-level innovation. The company recently released an open-source speech AI system with ultra-low latency, demonstrating how optimized software can run efficiently on massive GPU deployments, as seen in its 24-millisecond response-time speech model. This approach reinforces Nvidia’s strategy of pairing advanced AI models with high-density compute to support its growing partnership with OpenAI.

Investment Details at a Glance

Area Details
Planned Nvidia investment Potentially up to $100B over time
Initial reports Earlier plans described as non-binding
Current status Confirmed as progressing and on track

Nvidia CEO Jensen Huang confirmed participation in OpenAI’s latest fundraising round, calling it potentially Nvidia’s largest-ever investment. He also noted interest in a future OpenAI IPO, should one materialize.

The move aligns with OpenAI’s broader push to raise roughly $100 billion to fund next-generation AI infrastructure.

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