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Notes from inside the perimeter.

On-prem AI, data sovereignty, and what compliance actually requires when the data can't leave the building.

September 3, 2026 Perspective 2 min read

Local Private AI Has Arrived

Open-weight models have crossed the capability threshold the closed labs crossed last December — and the hardware to run them well has collapsed from a server rack to a box on your desk. For healthcare, defense, legal, and finance, that removes the last reason to keep AI on the sidelines.

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