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Teaching our on-device assistant to say "I don't know"

We're building FamiliaSync , an offline-first family organizer where all data stays encrypted on your own devices. That constraint extends to the assistant: every query has to run on the phone, no cloud calls allowed. Here's what happened when we replaced our hand-written intent router with a small…

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  1. 2026-09-20 21:55 · DEV Community — Machine Learning
    Teaching our on-device assistant to say "I don't know"

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