AI Hardware & Chips: Daily News · 4 Jun 2026 · 4 min

DRAM Pricing Shock, Grace Blackwell Ships & Edge AI Heats Up

South Korea's DRAM exports to China surged 243% year-over-year as AI demand triggers a pricing shock — contract prices nearly doubled in a single quarter. Plus: NVIDIA's Grace Blackwell hits the commercial edge, Snapdragon and AMD Ryzen AI enter the platform race, and ASML's structural advantage holds.

AI Hardware & Chips: Daily News
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DRAM Pricing Shock, Grace Blackwell Ships & Edge AI Heats Up

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SK Memory Surge, China Threat

South Korea just flipped its trade balance with China from deficit to a three-point-eight billion dollar surplus in a single month, driven almost entirely by memory chips. That number tells you everything about where the DRAM market is right now.

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CXMT and the Medium-Term Risk

The risk isn't today. It's the window closing.

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Grace Blackwell Hits Commercial Stage

Meanwhile at Computex twenty-twenty-six, the conversation shifted from roadmap to shipping product. ASUS launched the Ascent GX10, a petaflop-class AI platform built on NVIDIA's GB10 Grace Blackwell chip with one hundred and twenty-eight gigabytes of unified memory.

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Snapdragon and AMD at the Edge

ASUS didn't stop there. The Ascent QN10 marks ASUS's first Qualcomm-powered AI Mini PC, running Snapdragon X2 Elite with an eighty TOPS neural processing unit, an eighteen-core Oryon CPU, and integrated Adreno graphics.

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ASML's Equipment Position

One more signal worth registering. JPMorgan reiterated its buy rating on ASML, which posted ten-point-fifteen billion dollars in first quarter revenue and a return on equity of forty-eight-point-six-nine percent.

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