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Jensen Huang Declares AI Infrastructure The Largest Buildout In Human History, Requiring Trillions In Investment

Jensen Huang Declares AI Infrastructure The Largest Buildout In Human History, Requiring Trillions In Investment

Mar 12, 2026
NVIDIA Blog

NVIDIA CEO Jensen Huang declares AI infrastructure the largest buildout in human history, requiring trillions in investment across a five-layer stack of energy, chips, infrastructure, models, and applications, as open source models accelerate adoption and industries from drug discovery to robotics begin generating measurable economic value.

NVIDIA Invests in Thinking Machines Lab, Plans Massive 1-Gigawatt AI Infrastructure Deployment by 2027

NVIDIA Invests in Thinking Machines Lab, Plans Massive 1-Gigawatt AI Infrastructure Deployment by 2027

Mar 11, 2026
NVIDIA Blog

NVIDIA is partnering with Thinking Machines Lab in a major multiyear deal to deploy at least one gigawatt of next-generation Vera Rubin AI systems by early 2027, with a significant financial investment aimed at advancing frontier AI model training and expanding AI access for enterprises, researchers, and the scientific community.

OpenAI Ditches Oracle Stargate Expansion as AI Infrastructure Faces Obsolescence Crisis

OpenAI Ditches Oracle Stargate Expansion as AI Infrastructure Faces Obsolescence Crisis

Mar 10, 2026
CNBC

OpenAI is abandoning plans to expand its Stargate data center with Oracle in Texas, choosing newer Nvidia GPU clusters elsewhere as the AI industry faces a growing crisis where data centers become obsolete faster than they can be built, leaving Oracle — which carries over $100 billion in debt and negative free cash flow — dangerously exposed as its stock tumbles 23% this year.

AI Infrastructure Crisis Deepens as Demand Outpaces Supply, Experts Warn of Worsening Shortages Through 2027

AI Infrastructure Crisis Deepens as Demand Outpaces Supply, Experts Warn of Worsening Shortages Through 2027

Mar 09, 2026
Martin Alderson

A deepening AI infrastructure crisis is forcing companies like Anthropic to actively degrade their own products to conserve compute, as surging demand from agentic tools outpaces supply — and with DRAM constraints expected to cap growth at 15GW until 2027, experts warn inference shortages will worsen through 2026 and 2027, urging businesses to diversify providers and lock in enterprise contracts now.

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