AINeutralarXiv – CS AI · 14h ago6/10
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AI Integrity: A New Paradigm for Verifiable AI Governance
Researchers introduce AI Integrity, a new governance framework that verifies the reasoning processes of AI systems rather than just evaluating outcomes. The approach defines an Authority Stack—a four-layer model of values, epistemological standards, source preferences, and data criteria—and proposes the PRISM framework to measure integrity through six core metrics, addressing a critical gap in existing AI Ethics, Safety, and Alignment paradigms.