Meta launches Meta Compute initiative to build tens of gigawatts of AI infrastructure capacity

Reviewed byNidhi Govil

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Mark Zuckerberg announced Meta Compute, a new AI infrastructure initiative aimed at building tens of gigawatts of computing capacity this decade and hundreds more over time. The effort will be led by Santosh Janardhan, Daniel Gross, and newly appointed president Dina Powell McCormick as Meta commits $72 billion in capital expenditure for 2025.

Meta Unveils Massive AI Infrastructure Initiative

Mark Zuckerberg announced the launch of Meta Compute on Monday, a sweeping AI infrastructure initiative designed to position Meta as a leader in the race for artificial intelligence dominance

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. The company plans to build tens of gigawatts of computing capacity this decade and hundreds of gigawatts or more over time, representing one of the most ambitious data center and AI projects in the tech industry

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. "How we engineer, invest, and partner to build this infrastructure will become a strategic advantage," Zuckerberg stated in a post on Threads

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Source: Axios

Source: Axios

Three Executives to Lead Expanding AI Datacenters

The Meta Compute effort will be spearheaded by three key executives reporting directly to Zuckerberg. Santosh Janardhan, Meta's head of global infrastructure and co-head of engineering since 2009, will oversee technical architecture, software stack, silicon program, developer productivity, and the construction and operation of the company's global data center fleet and network

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. Daniel Gross, who joined Meta in mid-2025 after co-founding Safe Superintelligence with former OpenAI chief scientist Ilya Sutskever, will lead a new group focused on long-term capacity strategy, supplier partnerships, industry analysis, planning, and business modeling

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. Meanwhile, Dina Powell McCormick, recently appointed as Meta's president and vice chairman after spending 16 years at Goldman Sachs and serving as an advisor to President Trump, will concentrate on government and sovereign partnerships to build, deploy, invest in, and finance Meta's infrastructure

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Source: Engadget

Source: Engadget

Massive Capital Expenditure Fuels AI Superintelligence Ambitions

Meta forecast $72 billion in capital expenditure for fiscal 2025, with expectations for even higher spending in subsequent years as it pursues what Zuckerberg calls "personal superintelligence" for the masses

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. The company previously committed to investing $600 billion in American infrastructure and jobs, including industry-leading AI data centers, by 2028

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. This aggressive AI infrastructure development comes as America's electrical consumption could spike from 5 gigawatts to 50 gigawatts over the next decade to support energy-hungry AI operations

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. Meta is currently working on multiple gigawatt-scale capacity datacenter construction projects across Ohio, Louisiana, and Texas, plus other locations

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Source: Reuters

Source: Reuters

Strategic Pivot Following Llama 4 Reception

The AI infrastructure initiative arrives as Meta scrambles to maintain relevance in Silicon Valley's artificial intelligence race after its open-source Llama 4 model met with lackluster reception

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. Following the disappointing launch, Zuckerberg reportedly abandoned Llama and pivoted to building proprietary models under the codenames Avocado and Mango, though Meta continues to release models like its Segment Anything Series in the open

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. The company has also faced challenges including a talent war with OpenAI and the departure of machine learning expert Yann Lecun

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Nuclear Power Contracts Support Compute Capacity Growth

To fuel its expanding infrastructure, Meta recently signed three new long-term contracts with TerraPower, Oklo, and Vistra for nuclear power

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. Combined with existing commitments to Constellation Energy, Meta has now contracted for roughly 6.6 gigawatts of atomic power

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. The formalization of Meta Compute suggests Zuckerberg is taking a more hands-on approach to the company's AI infrastructure strategy, viewing it as a strategic long-term advantage over Big Tech peers like Microsoft, which has been partnering extensively with AI infrastructure providers, and Google parent Alphabet, which acquired data center firm Intersect in December

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