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When You Don't Need an LLM: Splitting Work Between Device, Classifier and Big Model

This story is from 2026-10-22. It is preserved in the archive; the latest stories are on the live feed.

In version 1.0 of the Laravel AI SDK , classification becomes a capability of its own, alongside text, images, audio and embeddings. That is not a catalogue detail: it is the framework saying out loud something anyone running an AI product has already paid to learn — that "answer a closed question"…

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  1. 2026-10-22 09:26 · DEV Community — AI
    When You Don't Need an LLM: Splitting Work Between Device, Classifier and Big Model

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