Industry Analysis
The AI infrastructure boom is redrawing the semiconductor value chain. Micron benefits from surging demand for HBM and GDDR7, yet its roadmap hinges on access to EUV tools constrained by U.S.-led export controls—any policy tightening could derail capacity ramp-ups. Alphabet, by contrast, leverages in-house TPUs and the Gemini model to vertically integrate training and inference, reducing reliance on NVIDIA and asserting control over data flows and compute orchestration. Apple and Microsoft will likely accelerate custom AI silicon to mitigate supply chain exposure, while TSMC and Samsung escalate competition in advanced packaging. Over the next 18 months, memory makers without long-term cloud anchor contracts risk another cyclical inventory crash, whereas full-stack tech giants will use AI to redefine cloud pricing power and ecosystem moats.
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