FRONTIER DISPATCH
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News on local AI power and the practical things you can do with it — model releases, hardware shifts, and real workflows running on your own hardware. Written from the bench, not the press release.
5 things you can do with a local LLM today
2026-07-18Not future use-cases — things you can set up this week on hardware you already own. Practical workflows, what they're good at, and where they fall down.
use-casesworkflows7 minRun a 30B model on a $300 GPU
2026-07-18Yes, really. A Q4_K_M 30B coder model fits in 12GB of VRAM and runs at usable speed on a single Intel Arc B580. Here's the recipe — with the numbers to back it.
how-tohardwarebenchmarks8 minWhy local AI matters in 2026
2026-07-18Cloud LLMs got good. So why are people still buying GPUs to run models at home? Four reasons — and where the cloud still wins.
fundamentalsopinion6 min