Industry Analysis
TSMC’s capacity expansions won’t alleviate AI chip shortages because the bottleneck lies in high-NA EUV availability and geopolitical fragmentation of manufacturing. Advanced nodes below 3nm hinge on ASML’s delayed high-NA tools, slowing yield ramp and throttling AI accelerator innovation cycles. New fabs in the U.S., Japan, and Europe serve political goals but initially handle only mature nodes—irrelevant for cutting-edge AI chips. Compliance with CHIPS Act localization mandates inflates wafer costs by 15–20%. Samsung may counter with HBM-integrated packaging for edge AI, while Intel pushes its IFS foundry alliance. Over the next 18 months, chronic scarcity will spur 'capacity futures' contracts, forcing hyperscalers to pre-book 2027 output and cementing TSMC’s role as AI infrastructure backbone.
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