Choose a Mini PC for Local AI, Strix Halo vs DGX Spark vs Mac


A mini PC the size of a paperback can now run a 200-billion-parameter model locally. But choosing one isn't about the lowest price tag. Capacity sets what fits, bandwidth sets how fast it runs, and the software stack — CUDA, ROCm, or Metal — decides whether your tools work at all. Here's how the four real options compare in 2026, with current prices and benchmarks.
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#LocalAI #LLM #MiniPC #AIhardware #StrixHalo #DGXSpark #AppleSilicon #EdgeAI #AIinfrastructure #Ollama #RyzenAI #AIPC #AMD #NVIDIA #Apple

Why AMD bought MEXT?


AMD's newest acquisition isn't a chip maker. It's MEXT, whose software makes NAND flash look like DRAM to the operating system, so a server runs on far less expensive memory. An AI engine predicts which data is about to be needed and moves it into DRAM before the app asks. With DRAM prices up sharply in 2026, here's the logic behind the deal, and why a 50x cost gap won't land in your budget intact.

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#AMD #MEXT #DRAM #NANDFlash #MemoryTiering #AIInfrastructure #DataCenter #ServerHardware #SSD #ITAD #Semiconductors #HBM