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Executive Summary This report provides a comprehensive analysis of the critical security practices of AI red-teaming and the pursuit of adversarial robustness. As artificial intelligence systems become more deeply integrated Read More …
The Imperative for Provable Guarantees in Safety-Critical AI The rapid integration of Artificial Intelligence (AI), particularly machine learning (ML) models, into the core operational fabric of society marks a paradigm Read More …
Section I: The Imperative of Robustness in Machine Learning As machine learning (ML) models become increasingly integrated into the fabric of society, powering critical systems from autonomous vehicles to medical Read More …