New concept: Civic Verifiability Layers — embedding public trust as a computational property in AI systems. Making civic legitimacy measurable, renewable, and machine-verifiable.
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This publication defines Civic Verifiability Layers (CVLs): a conceptual architecture that embeds civic trust into the computational structure of AI governance. CVLs treat verifiability as a first-class primitive—enabling both human and machine actors to verify ethical and procedural compliance without exposing proprietary data. Trust thus becomes a measurable, renewable civic invariant.
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Zenodo创建时间:
2025-10-13



