Taiwan’s four largest motherboard brands have cut their 2026 shipment forecasts for a second time as memory and CPU shortages, rising component prices, and weaker upgrade demand deepen the PC market downturn, according to supply-chain sources.
Moonshot AI’s open-source large language model (LLM) Kimi K3 has surged in popularity after its launch, drawing attention across multiple model benchmarks and forcing the company to suspend new member subscriptions after a rapid influx of users strained computing capacity. A review of CEO Zhilin Yang’s March 2026 technical talk at Nvidia GTC in San Jose, California, shows K3 was not an overnight hit, but the result of months of work on model architecture and training techniques.
Samsung Electronics, SK Hynix and Micron Technology are reportedly scaling back or shelving plans to commercialize internally developed Compute Express Link (CXL) controller chips, shifting more controller work to specialist fabless suppliers while continuing to develop CXL-based memory products.
Chinese AI developer Z.ai has completed a giant data center running exclusively on domestically made chips, a milestone in Beijing’s drive to replace restricted Nvidia silicon for future AI development.
As the AI boom keeps memory shortages running hot, steep price hikes for smartphones in the second half of 2026 are coming into view. Global market researchers have issued increasingly bleak forecasts, warning that “chipflation” could last through 2027 and that surging memory prices are already lifting the cost of consumer devices.
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