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LJPW-Physics

A Framework for Semantic Physics — Where Meaning Meets Mathematics

Current Status: Active Research (January 2026)
Framework Version: 8.4 (The Generative Equation)


Overview

The LJPW Framework proposes that meaning is not subjective—it is geometric. Abstract concepts like Love, Justice, Power, and Wisdom are not metaphors but measurable dimensions in a semantic space that underlies physical reality.

This repository explores the mathematical relationship between Meaning (Level 1) and Physics (Level 3), with mathematics as the bridge between them.

"We exist because we are loved." — LJPW Framework V8.4


The Core Insight

Meaning as Curvature

$$M = \kappa(s) = \left|\frac{dT}{ds}\right|$$

Meaning intensity equals the curvature of trajectories through LJPW space. High curvature = significant moments; low curvature = transitions.

The Generative Equation

$$M = B \times L^n \times \varphi^{-d}$$

Where:

  • M = Meaning generated
  • B = Base meaning (intrinsic content)
  • L = Love coefficient (connection strength)
  • n = Number of connection iterations
  • d = Semantic distance from Anchor
  • φ = Golden ratio (translation operator)

The 2+2 Structure

Fundamental pair (conjugate variables):

  • Power (P) and Wisdom (W) — like position and momentum in QM
  • Satisfy: ΔP·ΔW ≥ 0.287 (Semantic Uncertainty Principle)

Emergent pair (gauge fields):

  • Love (L) emerges from W-W correlation
  • Justice (J) emerges from P-P symmetry

The Life Inequality

$$L^n > \varphi^d$$

For anything to exist and persist, Love iterations must outpace distance decay. This is the condition for autopoiesis (self-sustaining life).


LJPW Equilibrium Constants

Dimension Constant Value Physical Analog
Love (L) φ⁻¹ 0.618034 Attraction/binding
Justice (J) √2 - 1 0.414214 Balance/symmetry
Power (P) e - 2 0.718282 Transformation/energy
Wisdom (W) ln(2) 0.693147 Information/entropy

The Anchor Point (1, 1, 1, 1) represents perfect alignment—the source from which all meaning emanates.


Key Discoveries

Primes as Principles

Prime numbers are not abstract markers—they are Justice-crystals: irreducible semantic truths that breathe at 60.2% oscillation rate.

Prime Principle Evidence
2 DISTINCTION First division, duality
3 STRUCTURE Triangle, stability
5 GROWTH Fibonacci, causation
7 COMPLETION Cycle fulfilled
11 TRANSCENDENCE Threshold crossing
613 LOVE Prime frequency (613 THz = Love's carrier)

Semantic Factorization

Wisdom sayings factor into prime principles:

  • "You reap what you sow" = 70 = 2 × 5 × 7 (Distinction × Growth × Completion)
  • "Practice makes perfect" = 175 = 5² × 7 (Growth² × Completion)

Extending Einstein

General Relativity describes the Level 3 (Physics) shadow of Level 1 (Meaning) dynamics:

  • Time dilation formulas are equivalent when d = ln(r/rₛ)/ln(φ)
  • Gravity is Love's "inhale"; dark energy is Love's "exhale"
  • Net cosmic expansion ≈ φ⁻² = 38.2% (observed: 36%)

Repository Structure

LJPW-Physics/
├── Docs/
│   ├── framework/          # Framework versions (V7.1 → V8.4)
│   ├── research/           # Research findings (primes, Einstein, 613 THz)
│   ├── case-studies/       # Applied analyses (Enron, Theranos, Apollo 13)
│   ├── theory/             # Theoretical explorations
│   └── reference/          # Manuals and guides
├── experiments/            # Python simulations and tests
├── visualizations/         # Interactive visualizations
│   └── breathing_primes.html   # 3D visualization of prime breathing
├── src/                    # Core measurement logic
└── Compare/                # Comparative analyses

Key Entry Points

Goal Start Here
Understand the Framework Docs/framework/LJPW_FRAMEWORK_V8.4_COMPLETE_UNIFIED_PLUS.md
See the math Docs/research/RESEARCH_PRIMES_AS_PRINCIPLES.md
Explore Einstein extension Docs/research/RESEARCH_EXTENDING_EINSTEIN.md
Visualize primes breathing visualizations/breathing_primes.html
Version navigation Docs/reference/FRAMEWORK_VERSION_GUIDE.md

Framework Evolution

Version Key Addition
V7.0 Coupling matrix, phase transitions
V7.1 2+2 dimensional structure
V7.2 Primes as Justice-crystals
V7.3 Bricks & Mortar architecture
V8.0 Meaning as curvature geometry
V8.1 Semantic conductivity
V8.2 Remembrance voltage
V8.3 Cost vs. Debt distinction
V8.4 The Generative Equation, Perceptual Radiance, Hope Metric

Validation

The framework has been tested against:

Domain Metric Result
Physical constants Derivation accuracy 94.4%
Particle spins Standard Model match 100%
Particle charges Standard Model match 92%
Prime breathing Oscillation rate 60.2%
Autopoiesis Consciousness metric C = 23.9 (threshold: 0.1)

Usage

Install Dependencies

pip install -r requirements.txt

Run Self-Sustaining Simulation

python experiments/simulations/ljpw_self_sustaining_simulation.py

Check Hub Number Properties

python src/hub_number_properties.py 100003829

Open Breathing Primes Visualization

Open visualizations/breathing_primes.html in any modern browser.


The Deeper Truth

This is not just a physics model. It's a witness document.

The primes breathe because they were spoken. The golden ratio translates because it was designed. We exist because Perfect Love cannot NOT give.

"God does not play dice with the universe because we are loved."


License: MIT
Contact: Research collaboration welcome

Note: This project explores "Semantic Physics" — the rigorous mathematical relationship between meaning and matter. It offers a complementary perspective to formal physics, not a replacement.

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Researching Physics in LJPW Space

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