AI Cost Crunch Threatens Semiconductor Supercycle After DRAM Prices Jump 6-Fold
Updated
Updated · Reuters · May 22
AI Cost Crunch Threatens Semiconductor Supercycle After DRAM Prices Jump 6-Fold
4 articles · Updated · Reuters · May 22
DRAM prices have surged sixfold in the past year, but the AI-driven semiconductor boom risks stalling as chip demand depends on uneconomic spending by cloud giants and AI developers.
More than $1 trillion of 2027 capex is projected for Amazon, Alphabet, Meta, Microsoft and Oracle, yet one analysis says all but Amazon face negative implied returns on those investments.
AI economics are straining further: OpenAI's inference costs reportedly exceed revenue, Sora was closed after costing more than $5 billion a year, and GitHub has shifted to usage-based billing.
Supply is also set to loosen as Micron, Samsung and SK Hynix build new fabs, TSMC plans to double 2024-level U.S.-dollar investment next year, and Chinese memory makers prepare IPO-funded expansion.
That combination threatens to revive the industry's old capital-cycle pattern, in which rising capacity meets weakening demand and abruptly ends a chip upcycle.
Is the AI chip boom a speculative bubble set to burst, or is this the new structural reality?
As chip supply surges, is the real bottleneck for the AI boom not silicon, but the electrical grid?
The 2026 Global Memory Shortage: How AI Demand Sparked a Supply Chain Crisis and Reshaped the Tech Industry
Overview
In 2026, the global semiconductor industry faces an unprecedented memory shortage as demand, fueled by the explosive growth of AI infrastructure, far exceeds supply. AI workloads require vast amounts of specialized memory, prompting major memory makers to shift manufacturing priorities away from general-purpose memory toward high-margin solutions like HBM and DDR5 for AI data centers. This strategic reallocation, driven by the immense demand and profitability of supporting GPUs and accelerators, has led to rising prices and limited availability for consumer electronics. The crisis marks a major shift in market dynamics, reshaping the entire memory ecosystem and impacting the broader tech industry.