Omnisingular: A Bounded KindTruth Operator for Sovereign Biological and Artificial Agents

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Authors: Jannjhay De Leon
Cited by: 2

Abstract

Omnisingular: A Bounded KindTruth Operator for Sovereign Biological and Artificial Agents Omnisingular is a bounded KindTruth operator that evaluates truth-delivery quality for sovereign biological and artificial agents. It jointly measures four dimensions: multi-axis honesty (self, output, omission, uncertainty), cross-context stability, historical fidelity to declared commitments, and kindness-preserving constitutional compliance. The final score maps strictly into (0,1) — preserving epistemic humility while preventing collapse to an uninformative null state. This version (v4.0-academic) is the complete academic edition including: full formal proofs of all six propositions, epistemic uncertainty derivation, verified sensitivity analysis, 30-case synthetic benchmark (R² = 0.943), 14-step longitudinal rehabilitation trace, and seven-limitation honest disclosure. Executable model and benchmark data available in companion files. Part of the JAJIS 322026 sovereign intelligence stack. Related works: Conscious Equation (10.5281/zenodo.18899845) · Consciousness Framework (10.5281/zenodo.18915704) · Love Equation (10.5281/zenodo.18924094) · PSY Extended Canon (10.5281/zenodo.18928757)

Fields of Study & Subjects

Ethics and Social Impacts of AI Adversarial Robustness in Machine Learning Explainable Artificial Intelligence (XAI)

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
17 March 2026
Document type
Preprint