AIBullisharXiv – CS AI · Jun 17/10
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LLM-FACETS: A Privacy-Preserving Framework for Evaluating LLM Transparency and Accountability
Researchers introduce LLM-FACETS, an open-source framework designed to make LLM auditing accessible to non-technical practitioners while preserving data privacy. The system addresses regulatory compliance needs outlined in the EU AI Act and NIST frameworks by providing browser-based evaluation tools that keep sensitive data on self-hosted servers rather than transmitting it to external services.