research-audit

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Human-in-the-loop adversarial workflow for high-stakes analysis -- make ChatGPT and Gemini critique each other, then synthesize what survives.

A rigorous audit of Hybrid Quantum-Classical Networks (HQCNN) under noise and privacy constraints. (Outcome: Null Result / No Advantage Observed).

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