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We avoid 76–84% of full mmBERT executions by making cheaper decisions in the same latent space

This story is from 2026-09-02. It is preserved in the archive; the latest stories are on the live feed.

We are building Patronus Ark, an AI security inference engine that runs directly on the endpoint. The basic idea is that things like prompt injections, dangerous tool calls, sensitive documents or PII should ideally be detected where the interaction actually happens, instead of sending the whole pr…

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  1. 2026-09-02 17:55 · r/deeplearning
    We avoid 76–84% of full mmBERT executions by making cheaper decisions in the same latent space

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