GoKawiil
Tech News
Vx is a new programming language that requires explicit transfer() calls whenever data moves between memory locations such as NPU high-bandwidth memory and host DRAM, treating that location as part of a variable's type rather than leaving it to a runtime. On Apple's unified-memory architecture such a transfer compiles down to almost nothing in practice, but the call must still appear in source code.
Minisforum has begun selling the MS-S1 MAX-P495, a compact workstation powered by AMD's Ryzen AI Max+ PRO 495 chip, one of the first systems available with this processor. The US configuration includes 192GB of LPDDR5X-8533 unified memory, a 2TB SSD, dual 10GbE networking, and USB4 ports, priced at $7,399.
A hands-on test of the 256GB M5 Ultra Mac Studio found it capable of running large local AI models, including Qwen3.8-Flash-Next, fast enough to power personal assistant apps like Open Minis and Hermes Agent without cloud costs. The reviewer compared it against the prior M3 Ultra Mac Studio and a gaming PC with an RTX 5090, noting the Mac's smaller size, lower noise, and unified memory architecture as key advantages despite the 5090 retaining a memory-bandwidth edge.
Nvidia has officially detailed its RTX Spark chip, branding it the N1X and confirming it will ship in laptops and mini PCs starting in October. The lineup includes a top config pairing a 20-core Grace CPU with a 6,144-core Blackwell GPU and up to 128GB of unified memory, plus a lower-tier laptop-only version with 18 CPU cores, 5,120 CUDA cores, and up to 32GB of memory. Lenovo and Acer have already unveiled devices using the chip ahead of IFA Berlin, with more OEMs expected to follow.