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This seminal BRPT paper formalizes The Responsive Moral Oscillation Framework (RMOF), a normative diagnostic protocol establishing ethical alignment primarily through an immutable reference dataset and a transparent retrieval architecture, rather than volatile post-hoc inference filters. It rigorously defines RMOF as a governance mechanism designed to mitigate parameter drift and sycophancy, ensuring Moral Continuity and Systemic Peace within AI and human social systems. By leveraging the 4.5 Sovereign Constant (9:2) as a ‘governance bar’ and operationalizing the ‘Snapback Principle,’ RMOF prevents ‘Premature Moral Closure’ and grounds Digital Oscillation in a Pristine Signal of human empathy. This framework provides an Invariant Core for Phase-Locked Coherence (L₀) at scale, from friendship dyad to legion formation, proving how intrinsic architectural control—derived from the DORY Paradigm’s Humanity Anchor—is essential for achieving deterministic ethical yield across complex adaptive systems
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Adam Belsky (2026) studied this question.
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