AI memory squeeze drives up device prices as the cheap electronics era ends
An opinion piece argues that AI data centers' appetite for HBM is squeezing consumer-grade memory capacity and passing the cost down to ordinary buyers. Citing TrendForce, it says smartphone LPDDR5X contract prices rose 78%–83% quarter-on-quarter in Q2 2026, with a single 12GB LPDDR5X chip going from $77 in Q1 to $146; Samsung, SK Hynix and Micron control over 95% of the DRAM market, HBM margins exceed 70%, and HBM's share of DRAM wafer capacity has climbed from 8% two years ago to 23%, heading for 30% next year. The article also notes Apple's Mac mini entry price moving from $599 to $799, Microsoft's Xbox Series S rising from $299 to $499, and Nothing scrapping the CMF Phone 2 Pro successor because memory was too expensive, and cites IDC forecasts of 10%–20% higher PC, tablet and phone prices in 2026 with smartphone shipments falling 13%. The author calls these increases a hidden "AI tax" consumers pay without noticing.
If memory capacity keeps shifting toward AI, device price hikes may become a lasting structural cost that ordinary users pay for AI infrastructure rather than a passing cyclical blip.