Meta is sharpening its AI device strategy, redirecting investment toward smart glasses and wearables as management signals urgency in shaping the next consumer computing platform, with implications for hardware ecosystems, AI deployment, and the long-term role of virtual and augmented reality.

Alibaba has unveiled its in-house high-end AI processor, Zhenwu 810E, advancing its strategy to vertically integrate AI chips, cloud infrastructure, and large language models. Developed by T-Head Semiconductor, the processor appeared on Alibaba’s website on January 29, 2026, following an earlier mention on CCTV News, highlighting Alibaba’s vertically integrated AI supercomputing framework that combines in-house chips, Alibaba Cloud’s computing platform, and the open-source Qwen large language models from Tongyi Lab.

The surge in AI demand is driving massive memory consumption, pushing the memory industry into a bullish phase. Market consensus expects tight memory supply and demand conditions to ease only by 2028. This shift is impacting industrial PC (IPC) manufacturers not just through short-term inventory fluctuations but evolving into mid- to long-term structural changes. IPC players are now comprehensively adjusting pricing mechanisms, product platforms, and procurement strategies to adapt to this new environment.