# Google Research — Toward provably private insights into AI use

- Company: Google Research (research.google)
- Announced: 2025-10-30T10:56:00+00:00
- Category: capability-change
- Subject: Research
- Models affected: Gemma 3, Gemma models
- Source: https://research.google/blog/toward-provably-private-insights-into-ai-use/
- Record: https://forck.live/items/1398-toward-provably-private-insights-into-ai-use

Google Research announced a new provably private insights (PPI) system that combines large language models, differential privacy, and trusted execution environments to analyze unstructured generative AI data, deployed in the Recorder app on Pixel and open-sourced as part of confidential federated analytics.

## Evidence

Verbatim from https://research.google/blog/toward-provably-private-insights-into-ai-use/:

> Today we announce a first-of-its kind PPI system that leverages the power of large language models (LLMs), differential privacy (DP), and trusted execution environments (TEEs) to analyze unstructured GenAI data.

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Record: https://forck.live/items/1398-toward-provably-private-insights-into-ai-use
Catalogue: https://forck.live/llms.txt
Feed: https://forck.live/feed.md