Parallel computing speeds up data crunching. Projects that took hours now take seconds. It's the fundamental concept that, along with advanced semiconductors, has ushered in the AI boom. Increased ...

Shift in ratios: Lisa Su says the current 4–5 GPUs per CPU ratio in AI systems could approach 1-to-1 as CPUs take on more agentic AI and inference tasks. Market growth outlook: AMD raised its 2030 ...

Apple’s recently announced M3 and A17 Pro chips feature several significant improvements to parallel processing, which results in major performance gains for apps and games that utilize the Metal API.

At AI EXPO KOREA 2026, KAYTUS officially launched its All-QLC Flash Storage Solution, engineered to deliver high performance, ...

Despite Apple Silicon currently working solely with its own on-board GPU cores, Apple is researching how to support more options, like PCI-E GPUs, all working in tandem. One thing Intel Macs had that ...

Forbes contributors publish independent expert analyses and insights. A recent post on Reddit in the mlscaling sub reads a little bit like a spy novel in looking at where we’re going to get new ...

Parallel Data Lab researchers Henggang Cui, engineering manager at Latitude AI and a Carnegie Mellon University electrical and computer engineering alumnus; Hao Zhang, a postdoctoral researcher at ...

For years, graphic processing units (GPUs) have powered some of the world's most demanding experiences—from gaming and 3D rendering to AI model training. But one domain remained largely untouched: ...