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Cloud Wars Live with Bob Evans

AWS Infrastructure to Power OpenAI’s AI Workloads Under $38 Billion Agreement

12 Nov 2025

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In today’s Cloud Wars Minute, I delve into OpenAI’s $38 billion partnership with AWS, giving Amazon a major role in powering and scaling OpenAI’s AI workloads.Highlights0:03 — OpenAI and AWS have announced a multi‑year strategic partnership valued at $38 billion for AWS. This deal will enable AWS to provide the infrastructure necessary to support the operation and scaling of OpenAI’s AI workloads. OpenAI is currently utilising computing resources through AWS, which include hundreds of thousands of NVIDIA GPUs and the capability to scale up to tens of millions of CPUs.01:02 — The infrastructure rollout for OpenAI includes architecture optimised for maximum AI processing efficiency and performance, with clusters designed to support a variety of workloads such as inference for ChatGPT and model training. This latest deal is yet another staggering example of the demand for AI services — a demand that companies like OpenAI must invest billions in to keep up with the pace.01:55 — OpenAI recently signed several significant deals with technology partners, including a remarkable $300 billion agreement with Oracle. While that figure might seem outrageous, it puts the $38 billion into a more relatable context. One thing is clear: wherever you stand in the AI revolution, whatever your role is — just make sure that you have one, because this unprecedented growth is touching every corner of the business world. Visit Cloud Wars for more.

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