Beyond Nvidia: The hidden winners of the AI investment boom
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The AI investment boom has created five bottleneck layers where capital alone cannot quickly relieve demand. These are custom silicon (Broadcom posted $10.8 billion in AI semiconductor revenue, up 143% year on year), high-bandwidth memory (Micron revenue jumped to $41.46 billion with $18 billion in upfront customer cash), advanced manufacturing (ASML's 2025 backlog hit EUR 38.8 billion; TSMC March 2026 quarter revenue rose 40.6% to $35.90 billion), networking (Nvidia networking revenue grew 199% to $14.8 billion, with Arista and Astera Labs posting strong margins), and power and grid infrastructure. Companies owning these constraints are positioned to capture disproportionate profit pools as the AI buildout continues.