(00:00:00) DRAM Pricing Shock, Grace Blackwell Ships & Edge AI Heats Up
(00:01:06) CXMT and the Medium-Term Risk
(00:02:01) Grace Blackwell Hits Commercial Stage
(00:02:35) Snapdragon and AMD at the Edge
(00:03:29) ASML's Equipment Position

South Korea flipped its trade balance with China to a $3.8 billion surplus in a single month, powered almost entirely by memory chips. First-quarter 2026 DRAM contract prices rose 93–98% quarter-over-quarter — a pricing shock, not a pricing uptick — as AI data centre demand drains global supply. SK Hynix and Samsung are capturing demand that once flowed to Japan and Taiwan, and their near-monopoly on high-bandwidth memory positions them for further gains into 2027.

But the window has a closing date. TrendForce identifies Chinese DRAM producer CXMT as the structural threat. Capex disclosures and yield data remain opaque, making the ramp timeline genuinely uncertain. Investors modelling sustained pricing power through 2027 should treat that as a base case with real tail risk — particularly in HBM, where qualification cycles, not just volume, are the moat.

At Computex 2026, NVIDIA's Grace Blackwell architecture moved from roadmap to retail. ASUS launched the Ascent GX10, a petaflop-class enterprise edge system on the GB10 chip with 128 GB of unified memory. The same show saw ASUS debut its first Qualcomm Snapdragon X2 Elite AI Mini PC and an AMD Ryzen AI all-in-one desktop — three architectures, one OEM, one week. The edge AI platform race is now a live commercial competition.

Rounding out the picture: JPMorgan reiterated its buy on ASML after the company posted $10.15 billion in Q1 revenue with a 48.7% return on equity, confirming that equipment makers remain the structural beneficiaries of AI scaling regardless of which chip architecture wins.

This episode includes AI-generated content.