Ai Accelerators
The latest Ai Accelerators coverage — news, analysis, and updates from the WindowsNews.AI desk.
Samsung GAIA NPU: The Add-on AI Chip That Could Sidestep Microsoft's Copilot+ Rules
Samsung Electronics has begun testing a standalone neural processing unit (NPU) for Windows PCs with HP and Lenovo, according to a report from South Korean outlet ChosunBiz. The chip, codenamed GAIA,...
Intel Unveils Starfire: The Space Processor Borrowing Panther Lake's AI Engine
Intel has taken the wraps off Starfire, a new processor designed for U.S. government spacecraft that reuses the same CPU, GPU, and neural processing engine headed to next-generation Windows laptops....
How Dongfang Suanxin Plans to Outsmart US Sanctions with Software-Defined 3D AI Chips
Dongfang Suanxin, a previously unknown Chinese semiconductor startup led by industry veteran Wei Shaojun, publicly surfaced on July 8, 2026, unveiling an approach to AI accelerator design that blends...
Anthropic and Samsung Discuss Custom 2nm AI Chip to Slash Nvidia Dependence
Anthropic has opened early-stage discussions with Samsung Electronics to manufacture a custom AI accelerator on Samsung's upcoming 2-nanometer foundry process, according to a July 2 report that...
Nvidia’s 20-Year CUDA Moat: Why Raw Benchmarks Can’t Topple the AI GPU King
Nvidia’s stranglehold on the AI accelerator market doesn’t come from faster silicon—it comes from a software ecosystem 20 years in the making. While AMD routinely ships GPUs with impressive...
Trump Reveals Apple-Intel US Chip Partnership as Amkor Locks in 10-Year Arizona Packaging Deal
President Trump disclosed on June 18, 2026, that Apple had struck a deal with Intel to design and build chips on American soil—a pact that could reshape the semiconductor supply chain and echoes...