SK Hynix redefines AI memory architecture with 2031 ‘full stack’ vision

At the SK AI Summit 2025 in Seoul on November 3, 2025, SK Hynix CEO Kwak Noh-jung announced a major strategic overhaul, revealing plans to transform the South Korean memory maker from a traditional component supplier into a “Full Stack AI Memory Creator.” The company outlined a roadmap through 2031 that details next-generation HBM, DRAM, and NAND solutions designed for artificial-intelligence applications.

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Nvidia US$10B deal elevates South Korea to third in GPU stockpile for physical AI push

Nvidia has built a massive AI infrastructure project with the South Korean government, and local enterprises will now adopt Nvidia’s next-generation RTX Pro 6000 Blackwell server-version GPU. During the Asia-Pacific Economic Cooperation (APEC) summit in Gyeongju in 2025, Nvidia announced plans to supply 260,000 GPUs to the country, a deal worth US$10 billion.

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Mediatek’s subsidiary Airoha sees steady 3Q25 revenue, banks on Ethernet for growth

MediaTek’s subsidiary Airoha reported a steady financial performance for the third quarter of 2025, with revenue reaching NT$5.63 billion (US$182.5 million), marking a 2% sequential increase and a 1.2% rise year-over-year. The company highlighted its strong presence in networking infrastructure products and the high-end AI IoT segment as key revenue drivers amid mixed market conditions. Gross margin improved by 1.7% quarter-on-quarter and year-over-year to 52.2%. Operating profit increased by 7.5% sequentially to NT$877 million but declined 6% compared to the same period last year.

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Airoha targets Ethernet, optical communication, and Bluetooth for growth by 2026

MediaTek’s subsidiary Airoha has identified Ethernet, optical communication, and Bluetooth applications as key growth drivers, expecting these sectors to account for 20% of its revenue by 2026, according to its November 4, 2025, earnings call. While the company has not finalized its 2026 budget or provided detailed forecasts, it confirmed these areas as core to its expansion plans.

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Supermicro’s cash flow turns negative as AI infrastructure push strains finances

Supermicro reported a challenging first quarter of fiscal 2026, with rising costs, higher working capital, and negative free cash flow reflecting the company’s rapid expansion to meet surging demand for artificial intelligence (AI) data center infrastructure. CFO David Weigand and CEO Charles Liang emphasized that these pressures are part of a deliberate strategy to support long-term growth.

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Musk highlights spec differences between Tesla AI5 chips made by TSMC and Samsung

Following Tesla’s announcement that the AI5 chip will be produced by both Taiwan Semiconductor Manufacturing Company and Samsung Electronics, CEO Elon Musk explained the slight differences in specifications for the two versions. The chips will be manufactured at TSMC’s Arizona facility and Samsung’s Taylor, Texas plant, underscoring Tesla’s dual-fab approach to enhance supply chain resilience and manufacturing flexibility.

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