…run local AI. But it's pretty funny that Apple, somewhat accidentally, settled on a memory architecture that positioned it as a better alternative to the best consumer GPUs in the world…
…local AI seemed like the next step to try. I didn’t expect it to actually last since these models can be heavy and slow to spin up on consumer GPUs, and…
…Want to stay in the loop with the latest in AI? The XDA AI Insider newsletter drops weekly with deep dives, tool recommendations, and hands-on coverage you won't find anywhere…
…In practice, this means your code is processed server-side, even if it is not stored as raw files. On the extensibility side, Warp supports MCP servers , which act as plugins for…
…Related I turned my home server into an AI appliance, and this is the stack that actually stuck My reliable, low-friction self-hosted AI productivity setup. Moving AI into the system…
…the terms of your relationship with a cloud model can shift under you at any time, and the part of an AI stack you actually own is the part you can rely…
…Open PCIe slots mean you can drop in a host bus adapter for more drives, a 10GbE NIC, or a GPU for hardware transcoding and the inevitable local-AI tinkering. Most of…
…disk shelf, a 10GbE NIC, a couple of NVMe drives, and maybe a GPU for transcoding or local AI inference. A Precision T5820 or Z4 G4 running a Xeon W-2100 series…
Mahnoor Faisal May 31, 2026, 8:30 AM EDT Mahnoor Faisal is a tech journalist covering AI and productivity tools with bylines at XDA , SlashGear , MakeUseOf , Laptop Mag , and Android Police . She…
…a smaller curated set on its own LPU silicon at speeds most GPU stacks struggle to match, and Together AI has been running an open-model API for years. What Nvidia has…