Industry Analysis
The surge in AI inference workloads is redefining the compute-memory hierarchy. Micron’s early leadership in HBM3E and GDDR7 capitalizes on the relentless bandwidth demands of expanding AI models, directly fueling its data center revenue spike. Intel, despite CHIPS Act subsidies and design wins with Microsoft and SpaceX, remains hamstrung by unprofitable manufacturing—its 18A node yield issues expose the fragility of IDM 2.0 under U.S.-China tech decoupling, especially as TSMC (Taiwan, China) dominates 3nm and CoWoS packaging for NVIDIA. Export controls on advanced memory may raise Micron’s overseas capex but cement its role in U.S.-centric AI supply chains. Over the next 18 months, high-bandwidth memory will become the second battleground after GPUs, driven by robotics and edge AI. If Intel fails to achieve EBITDA-positive foundry operations by 2027, its 904x P/E will prove unsustainable.
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