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A semantic encryption engine to preserve LLM utility (instead of just masking PII)

This story is from 2026-08-25. It is preserved in the archive; the latest stories are on the live feed.

Hey everyone, I'm Ailsa from Innovius (small Germany-based team). We’ve been working on a project and it's now at a stage where we can share for feedback. Here's ShinrAI - a semantic de-identification engine designed specifically for LLM workflows. Most PII tools use masking ( [NAME] , [CITY] ). Wh…

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  1. 2026-08-25 15:14 · r/huggingface
    A semantic encryption engine to preserve LLM utility (instead of just masking PII)

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