Blog Posts | Joshua Berkowitz

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Unlocking Chatbot Insights: Google’s Differentially Private Analytics Framework

AI chatbots arenow woven into our daily routines, assisting with everything from productivity to personal planning. For developers, understanding how people use these tools is crucial to improving ser...

AI chatbots data analytics differential privacy keyword extraction large language models privacy-preserving responsible AI

Dec 11, 2025

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A New Era for Privacy: Hierarchical Generation of Synthetic Photo Albums

As privacy concerns grow, the challenge of creating realistic datasets without exposing sensitive information is more pressing than ever. Google Research has introduced a groundbreaking method for gen...

differential privacy generative AI hierarchical models large language models photo albums privacy-preserving synthetic data text-to-image

Oct 21, 2025

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VaultGemma: Setting a New Standard for Privacy in Large Language Models

Artificial intelligence is rapidly integrating into our lives, making privacy not just a preference but a necessity. Google Research’s VaultGemma stands out as a breakthrough, the largest open large l...

AI differential privacy Google Research large language model machine learning open source privacy-preserving scaling laws

Sep 13, 2025

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