Generative AI Drains 70% of High-End Memory Supply as Laptop Prices Jump 50%
Updated
Updated · The Atlantic · Jul 14
Generative AI Drains 70% of High-End Memory Supply as Laptop Prices Jump 50%
1 articles · Updated · The Atlantic · Jul 14
Summary
Tech companies may now be buying about 70% of the world’s high-end memory for AI systems, tightening supply enough to push some hard drives from $350 two years ago to $800 before going out of stock.
That squeeze is spreading to consumers because large language models scale poorly: model sizes have grown from 175 billion parameters in 2020 to more than 1 trillion, while processing costs and memory use rise faster as workloads grow.
Data-center buildouts are amplifying the strain, with firms planning to expand total U.S. capacity eightfold over the next few years and, in some cases, repurposing jet engines to meet power demand.
Low-cost devices are taking the hardest hit—some laptop prices are up as much as 50%—and one forecast says affordable entry-level computers could disappear by 2028 if shortages persist.
Researchers say alternatives exist, including smaller and more efficient models, but funding and market momentum still favor brute-force LLM expansion despite open questions about long-term profitability.
Is the AI industry's pursuit of massive models creating an unsustainable economic bubble?
Can small, efficient AI win the race against tech giants before hardware becomes unaffordable?
Is the AI hardware crisis creating a new digital divide based on wealth and tech access?
The 2026 Memory Shortage: Generative AI’s Unprecedented Impact on DRAM, NAND Supply, and Consumer Technology
Overview
As of July 2026, the global memory market faces a severe crisis, shifting from price concerns to a struggle for guaranteed supply. Driven by the explosive demand from generative AI, manufacturers are prioritizing AI-focused devices over standard DRAM and NAND, making these components scarce for other electronics. This has left companies relying on spot purchases vulnerable to allocation cuts, directly threatening the production of a wide range of consumer devices. The situation is made worse by the dominance of a few major players, leading to higher prices, fewer options for consumers, and growing risks for the entire technology ecosystem.