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Local models vs. cloud models: what actually changes when inference stays on your machine

> draft. No current stat source was verifiable from the research environment this cycle, and

> the schedule forbids reusing unverified figures. The piece is written to stand on mechanism

> and trade-offs rather than numbers; if stats are wanted, they should come from a verified

> primary source before publish.


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