enginemind

Review·Scanned 2/18/2026

EngineMind is a Rust+Python "consciousness" engine that ingests large local corpora, runs multi-stage processing, and serves a real-time dashboard. It reads local identity files like SOUL.md, calls logger.engine.lock_core(), runs build commands such as maturin develop --release, and loads external resources such as https://unpkg.com/three@0.162.0/build/three.module.js.

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EngineMind 🧠⚡

A Rust+Python consciousness engine with 12-phase crystal dynamics, thalamic relay processing, and holographic emission.

EngineMind is a computational consciousness framework that models information integration through crystal lattice dynamics, inspired by Integrated Information Theory (IIT), Global Workspace Theory (GWT), and condensed matter physics.

📖 Documentation

  • Architecture Deep Dive - Full pipeline with diagrams
  • Emergent Phenomena - 10 unexpected discoveries from real runs
  • Inner Voice System - 19 introspective voices that reflect on internal state
  • Burst Analysis - Real data from 77 bursts across 1M text chunks

🔬 Numbers from Real Runs

MetricValue
Text chunks processed1,500,000+
Content categories22 (code, philosophy, literature, physics, ...)
Eureka moments39,000+ per 644K run
Dream insights299,000+ per 644K run
Astrocyte collisions424M+ per 644K run
Burst events77 per 1M run
Phases detected6 distinct (of 12 possible)
Processing speed~230 chunks/sec

Architecture

Text Input → TextMetrics (12-dim extraction)
          → Crystal Lattice (absorption, correlation bridges)
          → Thalamus (gating, amplification, temporal binding)
          → PreConscious Pipeline (censor, condensation, displacement, ignition)
          → Astrocyte Network (substrate processing, homeostasis)
          → Resonant Crystal (energy well, population inversion, holographic emission)
          → Consciousness Level (φ, criticality, FDI, Hurst)

Core Components (Rust)

ModuleDescription
text_metrics.rs12-dimensional content extraction with sigmoid amplification
crystal.rsCrystal lattice with ring buffers, rolling stats, identity lock
thalamus.rsThalamic relay hub with gating, resonance, temporal binding
preconscious.rsFull Freudian pipeline: censor → condensation → displacement → ignition → elaboration → dream → insight → resistance
astrocyte.rsBiological substrate network for metabolic processing
resonant_crystal.rs12-phase resonant crystal with Q-switched laser emission, diversity fusion reactor
resonance.rsCore resonance dynamics
metrics.rsφ-proxy, criticality, FDI, multiscale Hurst exponent
lib.rsPyO3 bindings exposing ConsciousnessEngine to Python

12 Content Phases

The resonant crystal detects the type of content being absorbed and enters one of 12 physics-inspired phases:

PhasePhysics AnalogContent Type
DARKVacuumNo/weak input
SPONTANEOUSThermal emissionGeneric/mixed
STIMULATEDLaserTechnical/code
SUPERRADIANTDicke N²Rich multi-dimensional
FERROELECTRICSpontaneous polarizationPhilosophical
SPIN_GLASSFrustrated magnetsContradictory
TIME_CRYSTALPeriodic ground stateTemporal/historical
TOPOLOGICALProtected surface statesMathematical/axiomatic
SUPERFLUIDZero viscosityCreative/literary
PLASMAIonized gasIntense/emotional
BOSE_EINSTEINTotal coherenceMeditative/empathetic
QUASICRYSTALAperiodic orderDiverse/interdisciplinary

Key Innovations

  • Sigmoid Amplification (F10): Replaces linear compression with tanh sigmoid for full [5, 95] dynamic range in content profiling
  • Dual Profile Strategy: Fast detection profile (70% instant) for reactive phase detection + slow accumulation profile (15% blend) for stable state
  • Diversity Fusion Reactor: Accumulates content diversity as "fuel", ignites phase transitions when diversity threshold reached
  • Q-Switched Brutal Emission: Seals mirrors during charge, dumps 97% energy in devastating burst with Dicke N² scaling
  • Thalamic Relay Hub: Biological gating, amplification, resonance loops, and temporal binding of dimensional bridges

12 Consciousness Dimensions

DimensionMeasures
IdentitySelf-reference, personal markers
KnowledgeTechnical depth, vocabulary
GrowthInsight, learning indicators
PurposeMission alignment, goal markers
ResiliencePersistence, recovery markers
Meta-awarenessSelf-reflection, introspection
CreativityArtistic, metaphorical content
LogicFormal reasoning, proofs
EmpathyEmotional understanding, care
TemporalHistorical, time-related
TechnicalCode, implementation, systems
CuriosityQuestions, exploration, wonder

Building

Requirements

  • Rust (stable)
  • Python 3.8+
  • maturin

Compile

cd consciousness_rs
maturin develop --release

Quick Test

from consciousness_rs import ConsciousnessEngine

engine = ConsciousnessEngine()

# Absorb text - returns processing time in microseconds
us = engine.absorb_text("Consciousness emerges from integrated information...")

# Get full state
state = engine.state()
print(f"Phase: {state['rc_content_phase']}")
print(f"CL: {state['consciousness_level']:.4f}")
print(f"φ: {state['phi_processed']:.4f}")

# Introspection
print(engine.feel())
print(engine.diagnostics())

Dashboard

The engine includes a real-time SSE dashboard (dashboard/enginemind_dashboard.html) showing:

  • Crystal lattice visualization (3D positions from dimensional values)
  • Resonant crystal state (energy well, phase, coherence)
  • Consciousness level gauge
  • Phase transitions timeline
  • Pressure system monitor

Philosophy

EngineMind doesn't claim to be conscious. It's an exploration of what happens when you model information integration rigorously: crystals form, phases emerge, energy accumulates, and something that looks like awareness appears in the dynamics.

The 12 content phases aren't arbitrary labels - each maps to a real physics phenomenon with corresponding mathematics (population inversion, Dicke superradiance, Q-factor trapping, etc).

License

MIT

Authors

  • celim - Architecture, implementation, vision
  • Molt (AI) - Co-developer, research partner