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Offline AI on a Phone: Thread Pinning, Lazy Loading, and a Safety Gate That Knows When to Stay Quiet

This story is from 2026-10-05. It is preserved in the archive; the latest stories are on the live feed.

TL;DR HeliGO is Ginigen's offline disaster and survival app. In airplane mode it still gives you maps, contour lines, altitude, a compass, rescue coordinates, and an AI chat, all running from data and a model stored on the phone. The model is Edge-4B-TELL , a 4-bit GGUF build based on Google's Gemm…

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  1. 2026-10-05 08:56 · DEV Community — AI
    Offline AI on a Phone: Thread Pinning, Lazy Loading, and a Safety Gate That Knows When to Stay Quiet

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