Q

qwed-verification

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A deterministic verification layer for AI systems. QWED verifies AI outputs using mathematics, symbolic reasoning, and formal methods (Z3, SMT, SymPy), creating an auditable trust boundary for agentic AI. Not generation. Verification.

Python NLP machine-lear... sympy smt-solver formal-verif... ai-safety ai-security hallucinatio... Hallucination code-security ai-accuracy enterprise-ai deterministi... deterministi... llm-verifica... fail-closed

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Created on

February 22, 2026

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