Upgrading hardware is usually a straightforward decision: Your device slows down, you replace it. But 2026 isn’t showing a typical hardware cycle. Increased demand for memory from AI data centers has tightened the current and future supply of RAM (random access memory, a form of electronic computer memory), putting upward pressure on production costs. What does this mean for you? Prices and availability may never get better.
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A single data center can be 40% to 50% larger than an average Walmart Supercenter and require up to 1,500 workers during peak construction. And as companies race to build ever more powerful AI models, those facilities are getting bigger still. Meta’s Hyperion AI data center project, for example, is expected to reach four times the size of Central Park.