Meta Signs $12 Billion Infrastructure Deal and Debuts Muse Spark AI Model

Meta has secured a $12 billion agreement with Nebius for AI infrastructure capacity. This deal supports a massive 10 GW AI campus in Ohio developed by SoftBank and SB Energy. Phase 1 of the Ohio project will provide 800 MW by early 2028. Meta also expanded its El Paso campus from three to eleven buildings. These moves represent a significant increase in the company's physical data center footprint to support future AI demands.
On the software side, Meta released Muse Spark on April 8, 2026. This is the first model from Meta Superintelligence Labs. Former Scale AI CEO Alexandr Wang leads this new division. Meta also invested $14.3 billion for a 49% stake in Scale AI. Muse Spark is available on the web and the Meta AI app. It features a Contemplating mode for complex reasoning. This release signals a shift away from the previous Llama model series.
Key Takeaways
- Meta committed to a $12 billion agreement with Nebius for AI infrastructure capacity starting in 2027.techcrunch.com
- SoftBank is developing a 10 GW AI campus in Ohio with Phase 1 targeting 800 MW by early 2028.techcrunch.com
- Meta released Muse Spark, its first model from the new Meta Superintelligence Labs led by Alexandr Wang.commercialappeal.com
- The company invested $14.3 billion for a 49% stake in Scale AI to support its new AI strategy.commercialappeal.com
- Meta expanded its El Paso data center campus from three to eleven buildings, increasing investment to $10 billion.techcrunch.com
Affected Companies
Sources

Meta debuts the Muse Spark model in a 'ground-up overhaul' of its AI
TechCrunch
“According to this source, Meta launched the Muse Spark model and invested $14.3 billion in Scale AI as part of a major AI strategy overhaul.”

10 GW Ohio AI Campus and $12B Meta Deal Signal Next Phase of U.S. Data Center Expansion
The Commercial Appeal
“Reported that Meta secured a $12 billion infrastructure deal with Nebius and is expanding its data center footprint in Ohio and Texas.”

