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RSM

Resonant Structures of Meaning (RSM): A machine-executable ontology for symbolic and interpretive AI that bridges cultural meaning and computational reproducibility

About This Work

Abstract: This paper introduces Resonant Structures of Meaning (RSM), a machine-executable ontology for symbolic and interpretive AI. Unlike conventional pipelines that begin with theoretical frameworks and only later attempt code translation, RSM adopts a code-first methodology : executable systems serve as primary...

ai-researchai-research-and-developmentcomputational-social-sciencedigital-humanitiesmeaning-representationontologypythonreproducible-researchsymbolic-ai

Repository Overview

Abstract: This paper introduces Resonant Structures of Meaning (RSM), a machine-executable ontology for symbolic and interpretive AI. Unlike conventional pipelines that begin with theoretical frameworks and only later attempt code translation, RSM adopts a code-first methodology : executable systems serve as primary...

README Core

🔮 From cultural symbols to reproducible computation — bridging meaning with code.

This repository contains the complete source code, data, and validation harnesses for the research paper, "Resonant Structures of Meaning: A Machine-Executable Ontology for Interpretive AI."

Abstract: This paper introduces Resonant Structures of Meaning (RSM), a machine-executable ontology for symbolic and interpretive AI. Unlike conventional pipelines that begin with theoretical frameworks and only later attempt code translation, RSM adopts a code-first methodology : executable systems serve as primary research artifacts from which theoretical insights and methodological structures are derived.

Use & Documentation

Detailed installation, commands, examples, and deeper usage notes live in the repository README and docs.

README Map

  • 📜 Research Paper & Abstract
  • 🎮 Live Demo & Showcase
  • ✨ Key Features
  • ⚙️ In-Depth Concepts
  • Installation & Quick Start
  • 🗺️ Roadmap

Key Signals

  • ⚡ VME (Vector of Meaning Energy) – Encodes cultural symbols into normalized, machine-readable vectors.
  • 🎼 RI (Resonance Index) – Quantifies interpretive alignment and harmony between symbols.
  • 🛰️ DriftSentinel – Monitors the stability of symbolic meanings over time.
  • ⚖️ LawBinder – Provides a framework for resolving conflicts between different symbolic systems.
  • VME (Vector of Meaning Energy)

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synced Mar 13, 2026

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