Small & Edge Models

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A phone lying opened on an anti-static mat with its battery pouch and copper SoC shield can exposed, the shield lifted part-way off the chip, and a full-height datacentre accelerator card standing on the bench behind

The Deployment Envelope: Small Models Where the Power Is Not

A datacentre gives a model whatever it asks for. A device gives it a fixed envelope — memory, bandwidth, a sustained thermal budget, a battery — and a model has to be built to live inside it, not merely shrunk until it fits.

By Brecht Corbeel · August 8, 2026 · 20 min read

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