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1. Metacognitive-Alignment-Framework Metacognitive-Alignment-Framework Public archive

   A verifiable framework for AI alignment based on an internal, metacognitive supervisory architecture. Shift from reactive filters to proactive self-regulation.

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2. MAF-Prototype MAF-Prototype Public archive

   A conceptual Python prototype demonstrating the "Resonance Protocols" for AI Alignment. Executable blueprint, not a library.

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3. RMA-Kernel RMA-Kernel Public

   System 2 Reasoning for LLMs. An inference-time Supervisor Kernel that forces verification before generation to mitigate hallucinations. "Latency is the price of Integrity."

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4. inference-control-plane inference-control-plane Public

   Stabilizing LLM Inference via Control Theory. A closed-loop feedback layer for safer, deterministic AI scaling.

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