Industry Analysis
Micron’s Q3 guidance signals the AI memory cycle has entered a high-margin realization phase. Technically, HBM3e and imminent HBM4 ramp-up are forcing TSMC to expand CoWoS capacity, locking AI chips, HBM, and silicon interposers into an interdependent stack—any bottleneck delays entire AI deployments. On compliance, U.S. export controls raise Micron’s Southeast Asia manufacturing costs while deepening reliance on supply chains in Taiwan, China and Korea, heightening geopolitical fragility. With Samsung accelerating HBM4 and SK Hynix tightening NVIDIA ties, Micron must leverage sub-3nm DRAM scaling to retain pricing power. Over the next 18 months, HBM will shift from optional to standard in AI servers, lifting industry-wide gross margins—but supply chain decoupling risks could peak by 2027.
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