Artificial intelligence has entered an era where breakthroughs are increasingly determined not only by larger models and better algorithms, but also by the hardware powering them. As generative AI systems become more sophisticated and computationally demanding, the ability to deliver faster responses while consuming less energy has become one of the industry's defining competitive advantages. Google's reported development of a new custom AI server chip, informally known as Frozen v2, reflects...

The rapid expansion of artificial intelligence infrastructure has transformed cloud computing companies into some of the world's largest consumers of advanced semiconductors. While graphics processing units (GPUs) have received much of the public attention, another critical component has quietly become essential to AI infrastructure, memory and storage chips. As demand for AI computing continues to accelerate, securing reliable supplies of these components has become a strategic priority,...

Artificial intelligence is rapidly transforming operating systems from traditional software platforms into intelligent computing environments capable of understanding user intent, automating complex workflows, and interacting naturally through conversation. While AI assistants have already become common across smartphones, productivity suites, browsers, and desktop operating systems, Microsoft's internal Project Aion suggests the company has explored a much more radical vision, one where...