Research Series
Moral Grounding and Institutional AI Governance
A single propagation account connecting moral grounding, authorised volition, teleological translation, representation and AI execution.
Research questions
- What upstream normative and volitional architecture fixes what an AI system is for?
- How does local correctness propagate into global, systemic error?
- What does it mean that AI executes an operational representation of authorised will rather than legitimising ends itself?
Constituent works
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PreprintConceptual Framework
When Local Truth Produces Global Falsehood: Moral Grounding, Institutional Volition, and Systemic Error in Artificial Intelligence
Evaluation of artificial intelligence concentrates on local performance — accuracy, calibration, robustness — while the upstream normative and volitional architecture that fixes what a system is for remains largely unexamined by those metrics. Existing scholarship has established that bias, proxy…
Evidence status & planned validation
One conceptual-framework preprint (not peer-reviewed).
Manuscripts in this series build on a shared architecture; the abstracts and records above state each work's independent status.