SK hynix begins mass production of 321-layer QLC NAND flash

SK hynix has started mass production of a 321-layer 2 Tb QLC NAND flash, the first QLC device with more than 300 layers. The company plans a commercial release in the first half of next year after global customer validation.
Leaked AMD roadmap hints Zen 6 mobile APUs in 2027 with local Artificial Intelligence focus

Leaked partner roadmaps from hardware leaker @momomo_us suggest AMD will deliver only modest mobile updates in 2026 with a Zen 5 refresh, while Zen 6-based mobile APUs with stronger graphics and local Artificial Intelligence capabilities are slated for 2027.
Advantech unveils MIC-743 Artificial Intelligence inference system with NVIDIA Jetson Thor

Advantech launched the MIC-743, an Artificial Intelligence inference system powered by the NVIDIA Jetson Thor module. It is designed to bring server-grade performance to the edge for workloads such as video language models and large language models.
NVIDIA Blackwell Ultra brings PCIe Gen 6 and 1.5x NVFP4 performance for Artificial Intelligence servers

NVIDIA´s Blackwell Ultra targets Artificial Intelligence servers with PCIe Gen 6, a TSMC 4NP 208 billion-transistor design and a 1,400 W TDP. The chip promises roughly 1.5 times denser NVFP4 compute for higher tokens-per-second and improved training throughput.