ai accelerators

Samsung is reportedly developing a dedicated AI accelerator for PCs, but it is not yet a new processor family poised to displace Intel, AMD, Qualcomm, or NVIDIA in Windows machines. The chip, codenamed GAIA, is described as a standalone neural processing unit (NPU) designed to handle local AI...

Intel has unveiled Starfire, a space-grade processor that repackages its Panther Lake-era technology for U.S. government spacecraft and other systems operating beyond conventional computing environments. Detailed in an Intel product brief and reported July 13 by Tom’s Hardware and Notebookcheck...

A Chinese AI chip start-up led by semiconductor veteran Wei Shaojun publicly emerged from stealth in early July 2026, saying it will use software-defined chip design and 3D stacked near-memory computing to build domestic AI accelerators despite U.S. export controls. The South China Morning Post...

Anthropic is exploring a custom AI accelerator with Samsung Electronics, reportedly targeting Samsung’s 2-nanometer foundry process after a July 2 report said the Claude maker had entered early planning talks over chip functions, performance goals, packaging, and future server deployment. The...

Nvidia’s dominance over AMD in AI accelerators and high-end GPU computing rests less on raw silicon performance than on CUDA, the developer platform Nvidia introduced in 2006 and has spent two decades turning into the default software layer for accelerated computing. That is the uncomfortable...

President Trump said on June 18, 2026, that Apple had agreed to work with Intel to design and build chips in the United States, while the same week brought Amkor’s 10-year Arizona packaging pact with TSMC and reports of new AI-chip foundry and merchant-silicon deals. The chip industry’s week was...