# Toward provably private insights into AI use

DevFeed: [Toward provably private insights into AI use](<https://devfeed.tech/articles/toward-provably-private-insights-into-ai-use-6904.md>)

Original publisher: [Read original article](<https://research.google/blog/toward-provably-private-insights-into-ai-use/>)

Published: 2025-10-30T10:56:00Z

Content type: article

Language: en

Sources: [The latest research from Google](<https://devfeed.tech/sources/the-latest-research-from-google.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Generative AI](<https://devfeed.tech/topics/generative-ai.md>), [Confidential Computing](<https://devfeed.tech/topics/confidential-computing.md>), [Google](<https://devfeed.tech/topics/google.md>), [trusted-execution-environment](<https://devfeed.tech/topics/trusted-execution-environment.md>), [data-processing](<https://devfeed.tech/topics/data-processing.md>), [Large language models (LLMs)](<https://devfeed.tech/topics/large-language-models-llms.md>), [gemma](<https://devfeed.tech/topics/gemma.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [confidential-computing](<https://devfeed.tech/tags/confidential-computing.md>), [data-processing](<https://devfeed.tech/tags/data-processing.md>), [gemma](<https://devfeed.tech/tags/gemma.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [google](<https://devfeed.tech/tags/google.md>), [large-language-models-llms](<https://devfeed.tech/tags/large-language-models-llms.md>), [mobile-systems](<https://devfeed.tech/tags/mobile-systems.md>), [on-device](<https://devfeed.tech/tags/on-device.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [research](<https://devfeed.tech/tags/research.md>), [security-privacy-and-abuse-prevention](<https://devfeed.tech/tags/security-privacy-and-abuse-prevention.md>), [software-systems-engineering](<https://devfeed.tech/tags/software-systems-engineering.md>)

## AI overview

Google Research introduces provably private insights, a system that combines large language models, differential privacy, and trusted execution environments to analyze aggregate patterns in on-device generative AI use without exposing individual data.

## Source excerpt

Generative AI