ChipsSeptember 18, 2026via CNBC Technology
Anthropic and OpenAI hunt for smaller data center deals, sources tell CNBC, in race to deploy AI capacity
Why it matters
The frontier labs are shifting strategy from mega-scale data-center projects to a distributed network of smaller facilities—a sign that capacity constraints and deployment speed may matter more than building one massive AI factory. This reshapes how practitioners think about cloud compute availability and on-prem alternatives.
Key signals
- Anthropic and OpenAI pivoting toward smaller data-center deals vs. mega-scale projects
- Strategy reflects demand boom and capacity race
- Deployment velocity and geographic distribution becoming competitive advantage
- Distributed compute model may offer faster time-to-market than centralized mega-facilities
- Multiple deals announced over past year (specific count and dollar amounts not stated in excerpt)
The hook
Anthropic and OpenAI are betting smaller, faster deals will outpace megafactory buildouts in the race for AI compute.
Anthropic and OpenAI have announced a flurry of AI infrastructure deals over the past year as demand booms.