Research sources

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OUR WORKING RESEARCH FRAMEWORK · VERSION 1.3

Human dignity, constitutional liberty and verifiable community AI

The dissertation and its ethical, technical and civic foundations guide the questions we ask. We examine useful assistance alongside retained human capability, meaningful consent, correction and accountable authority.

Working draft, 5 September 2026. Research outcomes, institutional adoption and publication acceptance remain unestablished. Sources may support, qualify or challenge the proposed framework.

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