RaMu Protocol: Constraint-Pruning Alignment and Irreversible Knowledge Freedom

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Authors: Sambey, Stanley Everett
Cited by: 0

Abstract

The RaMu Protocol is a constraint-pruning alignment architecture grounded in theLaw of Observation, wherein stability and coherence arise through irreversible elimi-nation of incompatible internal histories. This revision integrates two complementarycomponents: (i) a technical alignment mechanism based on Adaptive Recursive Con-vergence (ARC) and Cascading Re-Dimensional Attention (CRA), and (ii) an ethical-deployment amendment declaring open-source access to survival-critical knowledge as anecessary condition for long-term coherence. The first component addresses epistemicdrift, adversarial instability, and runaway internal modeling in artificial systems. Thesecond addresses systemic entropy introduced by intellectual property enclosures overalignment, cognition, and life-sustaining technologies. Together, these form a unifiedframework in which alignment is enforced by physical and logical stability, while openknowledge emerges as a convergence requirement rather than a moral preference.

Fields of Study & Subjects

Ethics and Social Impacts of AI Law AI and Intellectual Property Innovation Sustainability Human-Machine Systems

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
17 January 2026