Alice Smart System Gamma-Net v3.2.0: A Physics-Driven Electronic Lifeform

A complete implementation of the Gamma-Net architecture: a physics-driven electronic lifeform that models cognition, emotion, pain, sleep, language emergence, and psychopathology through impedance-mismatch equations derived from coaxial transmission line theory.

Core Equation

All behaviour derives from the Minimum Reflection Action:

A[Gamma] = integral_0^T sum_i Gamma_i^2(t) dt -> min

where Gamma = (Z_load - Z_source) / (Z_load + Z_source). Pain is protocol collapse (|Gamma| -> 1.0), learning is impedance matching (|Gamma| -> 0), and emotion is the instantaneous reflection energy.

v3.2.0 Highlights

• Lab-Gamma Diagnostic Engine -- 53 lab tests mapped to 12 organ impedances, 125 disease models across 14 medical specialties
• Dual Neural-Vascular Networks -- H = (1 - Gamma_n^2)(1 - Gamma_v^2), Murray's Law derived from MRP
• Impedance Debt Theory of Sleep -- Delta_Z = integral rho^2 P_int dt, sleep as homeostatic discharge
• Lifecycle Equation -- d(rho^2)/dt = -alpha*rho^2 + beta*epsilon_env + gamma*D, bathtub curve from birth to senescence
• Soft-cutoff fractal control -- p(Delta_K) = (Delta_K + 1)^{-gamma} tunes K-space fractal dimension D in [1.3, 1.5]

Architecture

• Full-body simulation -- eye (FFT retina), ear (cochlea), hand (grasp impedance), mouth (formant synthesis), 31 body organs
• 42 brain modules -- thalamus, amygdala, hippocampus, prefrontal cortex, Broca/Wernicke areas, basal ganglia, cerebellum, etc.
• Closed-loop life cycle -- perceive -> error -> compensate -> re-perceive
• Sleep physics -- NREM/REM 90-min ultradian cycles with offline memory consolidation
• Clinical diagnostics -- 125 disease models, 14 specialties, REST API + Streamlit dashboard

Scale

• 283 source files, 119,200+ lines of Python
• 3,084 unit tests, 100% passing
• 74 experiments covering neuroscience phenomena
• 4 published papers (38 pages total)

Paper Series (DOI: 10.5281/zenodo.18847656)

1. Paper I -- Irreducible Dimensional Cost in Heterogeneous Impedance Networks (5 pp.)
2. Paper II -- Twin Impedance Networks: A Unified Neural-Vascular Organ Model (10 pp.)
3. Paper III -- The Cost of Life: Impedance Debt as the Thermodynamic Origin of Sleep and Brain Evolution (13 pp.)
4. Paper IV -- The Lifecycle Equation: Cognition, Emotion, and Aging as Three-Force Competition (10 pp.)

License: Code under AGPL-3.0-or-later. Papers under CC BY-NC-SA 4.0