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AWS, Nvidia to supply 2M GPUs for AI infrastructure expansion

AWS and Nvidia announced plans to supply an additional 2 million GPUs to enhance infrastructure for agentic and physical AI systems, building on AWS's existing deployment of over 1 million Nvidia GPUs across global cloud regions starting in 2026. The collaboration aims to bolster high-performance computing capacity for AI training and inference, with advanced Nvidia GPUs such as Blackwell and H200 integrated into AWS's cloud offerings.

read1 min views1 publishedAug 26, 2026
AWS, Nvidia to supply 2M GPUs for AI infrastructure expansion
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Largest company by market cap on September 30

AWS and Nvidia have announced plans to supply an additional 2 million GPUs, enhancing infrastructure for agentic and physical AI systems. This development is part of a broader expansion of AWS’s AI capabilities, which already includes over 1 million Nvidia GPUs set to be deployed across its global cloud regions starting in 2026. The collaboration aims to bolster high-performance computing capacity for AI training and inference. This announcement aligns with previous statements about incorporating advanced Nvidia GPUs, such as Blackwell and H200, into AWS’s cloud offerings.

Key Takeaways #

  • The collaboration between AWS and Nvidia appears to indicate a continued commitment to expanding AI infrastructure.
  • Market pricing suggests that this development is consistent with increased potential for Alphabet’s AI-related monetization.
  • Despite the significant announcement, the market impact appears limited due to the source being a Tier 2 social media account.

What to Watch #

Observers are likely to monitor further announcements from AWS and Nvidia regarding AI infrastructure enhancements. Any updates from Alphabet about AI monetization could influence market perceptions related to its market cap status by September 30. Additionally, Nvidia’s upcoming earnings releases will be closely watched for any indications of data center revenue strength that could affect market dynamics.

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Disclosure: This article was edited by Estefano Gomez. For more information on how we create and review content, see our

Editorial Policy.

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