AI
AI Distillation: Why Anthropic’s Model Moat Is Leaking
AI distillation lets smaller models reproduce parts of a frontier model's capabilities from outputs alone. Why Anthropic's crackdown reveals a leaking moat.
Semiconductor
CXMT IPO Funds DRAM Capacity, Not the High-Margin Tier
The CXMT IPO funds DRAM capacity nearing Micron's, but capacity isn't competitive supply - bit output, DDR5 cost, and HBM yield tell the real story.
Semiconductor
LPDDR5X Is AI’s New Inference Memory. The Shortage Came With It.
LPDDR5X is how AMD, Intel, and Qualcomm build AI inference chips around the HBM and CoWoS crunch - but AI demand is now rationing that memory tier too.
AI
AI’s Power Bottleneck Isn’t the Transformer. It’s the Steel Inside It.
AI's power bottleneck runs below the transformer to grain-oriented electrical steel - a specialty steel only a few mills make, sold out through 2028.
Semiconductor
Intel High-NA EUV Is a 14A Bet, Not a Panther Lake Win
Intel High-NA EUV shipped first in Panther Lake, but the real move is 14A: banking volume learning before the node where the tool actually earns its price.
Semiconductor
When a Glass Substrate Supplier Publishes a Yield Number, Which Step Did It Measure?
The glass substrate is where AI's packaging bottleneck moves next, below CoWoS - and a merchant fab in Georgia is on track to reach commercial scale before TSMC.
Semiconductor
DRAM Shortage Is Starving On-Device AI of Cheap Memory
The 2026 DRAM shortage looks like pricier gadgets, but AI's cloud demand is rationing the cheap memory on-device AI needs - and Samsung is starving its own phones.
Robotics
Georgia Is the Real Test for Hyundai’s Atlas
Hyundai says Atlas's current deployment focus is its Georgia Metaplant, not Korean plants. The first number that matters there may not be fleet size, but the frequency of human intervention.