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Hybrid orchestration · 2026-09-11

A local model decides what's safe to send to the cloud

Before anything reaches a frontier model, a local pass screens it first — for example, checking with high confidence whether an email is non-confidential enough to triage externally.

Rather than choosing between local and cloud, this person uses a local model as a screening step in front of frontier models: it makes a first-pass, high-confidence judgment about whether something — an email, for instance — is non-confidential enough to be safely handed off for external processing. Anything that doesn't clearly pass that bar stays local.

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Reported anonymously by an r/LocalLLM contributor · 1 upvotes at capture

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SETUP HISTORY

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CURRENT2026-09-11A local model decides what's safe to send to the cloud

Before anything reaches a frontier model, a local pass screens it first — for example, checking with high confidence whether an email is non-confidential enough to triage externally.

Hybrid orchestrationHardware unspecifiedModels unspecifiedRuntime unspecified

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