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Alexander Knop is a researcher with interests in proof complexity, structural complexity, and differential privacy.
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URANIA: Differentially Private Insights into AI Use
Google ResearchresearchpositiveDec 14, 2025
Google Research introduces URANIA, a differentially private framework that generates high-level insights into LLM chatbot usage while providing formal, end-to-end privacy guarantees superior to existing heuristic-based approaches.
“Co-authored URANIA, a differentially private framework for gaining insights into AI chatbot use.”
AI SafetyAI PrivacyFoundation ModelsNLP