Meta Plans Bigger, More Power-Hungry Data Centers for Superintelligence

Tiff Staff

Meta CEO Mark Zuckerberg announces ambitious plans to build multiple massive data centers to develop advanced AI superintelligence. These new data centers will consume energy at a scale previously unseen, pushing the boundaries of AI infrastructure. The company’s investment reflects its push to lead in the competitive AI race.

What’s Happening & Why This Matters

Mark Zuckerberg reveals Meta’s strategy to build several gigawatt-scale data centers dedicated to AI training. The first, called Prometheus, is scheduled to come online in 2026 and will consume approximately one gigawatt of power. Another, named Hyperion, plans to scale up to five gigawatts over several years. Zuckerberg also mentions plans for more “titan clusters,” each large enough to cover significant parts of Manhattan in footprint.

To put this into perspective, the world’s most powerful supercomputer, El Capitan, uses about 30 megawatts—far less than what Meta is planning. Elon Musk’s xAI Colossus data center in Memphis consumes approximately 150 megawatts, but is much smaller in comparison.

Meta’s data center expansion signals its aggressive pursuit of AI dominance. The company is also luring top AI talent from competitors like OpenAI and Apple with compensation packages exceeding $100 million. This race includes massive infrastructure spending alongside talent acquisition.

Environmental concerns arise given the vast energy consumption. Reports from research firm SemiAnalysis suggest Meta plans to build natural gas power plants to support Prometheus, located in Ohio. However, Zuckerberg hasn’t disclosed Meta’s full energy strategy or renewable energy plans for these massive facilities.

This move reflects the growing demand for AI compute resources and the lengths tech giants go to scale their capabilities. The massive infrastructure underlines the emerging AI arms race, where computational power is a decisive factor.

TF Summary: What’s Next

Meta’s push for multi-gigawatt data centers will reshape AI infrastructure standards. Expect more announcements on how the company plans to balance AI innovation with energy use. The competition for AI supremacy will accelerate as other tech giants respond with their infrastructure investments. Environmental impact and sustainability in AI development will also become critical discussion points.

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