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Meta unveils 'Meta Compute' initiative to build AI infrastructure

Published by Global Banking & Finance Review

Posted on January 12, 2026

2 min read

· Last updated: January 19, 2026

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Meta unveils 'Meta Compute' initiative to build AI infrastructure
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Jan 12 (Reuters) - Meta has announced its "Meta Compute" initiative to build artificial intelligence infrastructure and oversee the social media company's global fleet of data centers and supplier

Meta unveils 'Meta Compute' initiative to build AI infrastructure

Meta's AI Infrastructure Initiative

Jan 12 (Reuters) - Meta has announced its "Meta Compute" initiative to build artificial intelligence infrastructure and oversee the social media company's global fleet of data centers and supplier partnerships in its pursuit of superintelligence.

Leadership and Management

CEO Mark Zuckerberg said on Monday that the new initiative will be co-led by Meta's head of global infrastructure Santosh Janardhan and Daniel Gross.

Investment in AI and Computing Power

Janardhan will continue to manage Meta's technical foundations and data center operations, while Gross will lead a new group dedicated to strategic capacity planning and business partnerships, Zuckerberg said.

Electricity Supply Agreements

They will collaborate closely with Dina Powell McCormick, who has joined Meta as president and vice chairman, he said in a post on his social media platform Threads.

Meta is accelerating investments in frontier AI and personal superintelligence, a theoretical milestone where machines outthink humans. Zuckerberg is going all in to build data centers for those projects, as well as the energy capacity to support them.

"Meta is planning to build tens of gigawatts this decade, and hundreds of gigawatts or more over time," he said in a post on Threads.

Under the new effort, the enormous amount of computing power target will consume as much electricity as small cities or even small countries at a time when concerns around exploitation of resources like water have risen.

Meta has struggled in Silicon Valley's AI race after its Llama 4 model met with a poor reception. The Facebook parent committed as much as $72 billion in 2025 capital spending.

Meanwhile, Big Tech companies are looking to secure long-term electricity supplies as AI and data centers increase U.S. power demand for the first time in two decades.

To that end, Meta struck 20-year agreements to buy power from three Vistra nuclear plants in the U.S. heartland and develop projects with two companies hoping to build small modular reactors.

(Reporting by Jaspreet Singh in Bengaluru; Editing by Shailesh Kuber and Leroy Leo)

Key Takeaways

  • Meta launches 'Meta Compute' to build AI infrastructure.
  • Mark Zuckerberg announces leadership team for the initiative.
  • Focus on strategic capacity planning and business partnerships.
  • Meta aims to secure long-term electricity supplies for AI growth.
  • Commitment to significant capital spending for AI advancements.

Frequently Asked Questions

What is artificial intelligence?
Artificial intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think and learn. AI can perform tasks such as speech recognition, decision-making, and problem-solving.
What are data centers?
Data centers are facilities used to house computer systems and associated components, such as telecommunications and storage systems. They are critical for managing and storing large amounts of data.
What is computing power?
Computing power refers to the ability of a computer or system to process data and perform calculations. It is typically measured in terms of processing speed and capacity.
What is capital spending?
Capital spending, or capital expenditure, refers to funds used by a company to acquire, upgrade, and maintain physical assets such as property, buildings, or equipment.

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