Hierarchology and hierarchography

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Authors: Karl Petrič
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Abstract

Hierarchology and hierarchography 4th edition (Summary of the 6th chapter) The successful operationalization of the SIS Universal Knowledge Synthesizer marks a definitive transition from abstract meta-logic to a functional ontological operating system. By subjecting generative artificial intelligence to the rigid constraints of Hierarchical-Associative Logic, this research demonstrates the practical realization of both Hierarchology and Hierarchography. Hierarchology provides the fundamental laws for governing multi-layered information systems, while Hierarchography enables the geometric-semantic mapping of these complexities into navigable visual taxonomies. The empirical stability observed across one hundred experimental iterations proves that traditional theoretical reductionism can be overcome through a shared meta-logical substrate. Crucially, the assignment of semantic weight to geometric shapes reduces cognitive load and surfaces functional synergies that remain obscured in standard textual analysis. This approach transforms the study of crime and stress from a collection of fragmented disciplinary silos into a cohesive, stable, and directed whole. It serves as a foundational roadmap for the next generation of natively structured hybrid graph-transformer systems anticipated to emerge by 2030. Rather than replacing existing theories, this framework acts as the indispensable meta-architecture required to integrate partial perspectives into a unified, resilient structure. Ultimately, the dual application of these disciplines empowers a shift from reactive social postures toward a preventive, data-informed decision-making paradigm. This vision establishes a new foundation for collective intelligence, ensuring that human knowledge is architecturally mastered rather than merely probabilistically predicted. AI use: 1. Translation and proofreading 2. The self-built AI system was used for knowledge synthesis and idea creation (python code, runs on Streamlit) 3. Discussions with large language models.

Fields of Study & Subjects

Diverse Interdisciplinary Research Innovations Scientific Research and Philosophical Inquiry Diverse Interdisciplinary Research Studies

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
30 January 2026
Language
EN
Document type
Book