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Formal Verification and Proof-Theoretic Approaches to AI Safety: Mathematical Foundations for Trustworthy Machine Learning Systems

Moving beyond heuristic approaches to AI ethics, this deep dive explores how formal verification techniques, proof theory, and mathematical frameworks...