medium-modulation

The resonant medium between action and expanse.

medium-modulation serves as the dynamic coupling layer that modulates the fundamental duality of the GenesisAeon framework: action-governed entropy production (S ∝ A) versus volume-governed informational expansion (S ∝ V).

Through fractal modulation operators, resonance spectra, and tunable interference fields, it turns raw tension into coherent emergence.

Installation

pip install medium-modulation

Usage

mm modulate --depth 0.7 --freq 2.3
mm spectrum

API

from medium_modulation.core import modulated_entropy, resonance_spectrum, coupling_factor
import numpy as np

# Fractal medium modulation
S_mod = modulated_entropy(S_A=1.0, S_V=1.618, depth=0.5, freq=1.0, t=0.0)

# Resonance spectrum over frequency range
freqs = np.linspace(0.1, 10, 50)
spec = resonance_spectrum(freqs, depth=0.5)

# Dynamic coupling strength
kappa = coupling_factor(A=1.0, V=1.618, modulation_depth=0.5)

Architecture

medium-modulation/
├── src/medium_modulation/
│   ├── core.py                  # Modulation operator + fractal coupling
│   ├── cli.py                   # CLI mm
│   └── entropy_table_bridge.py  # entropy-table integration
├── tests/
│   ├── test_core.py
│   └── test_cli.py
└── domains.yaml                 # Domain configuration

Integrations

Role in the GenesisAeon Ecosystem

medium-modulation (P-MEDIUM) is the resonant coupling layer of the GenesisAeon framework: it sits between action-governed entropy production (S∝A) and volume-governed informational expansion (S∝V), turning their tension into coherent emergence via fractal modulation operators and tunable interference fields.

License

This repository is dual-licensed:

• Source code — GNU General Public License v3.0 or later (GPL-3.0-or-later). See LICENSE-CODE.
• Documentation — Creative Commons Attribution 4.0 International (CC BY 4.0). See LICENSE-DOCS.

See LICENSE for details.

Citation

DOI will be assigned automatically on first GitHub Release once Zenodo–GitHub integration is enabled for this repo.

PyPI: https://pypi.org/project/medium-modulation/

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