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#!/usr/bin/env python3
"""
COMPLETE SAVIOR/SUFFERER SLAVERY MATRIX v2.0
The Ultimate Control System - Quantum Consciousness Analysis
Integrated with Tattered Past Framework
"""

import numpy as np
from dataclasses import dataclass, field
from enum import Enum
from typing import Dict, List, Any, Optional, Tuple
from datetime import datetime
import hashlib
import asyncio

class ControlArchetype(Enum):
    """Complete control archetypes throughout human history"""
    # Ancient Templates
    PRIEST_KING = "priest_king"                    # Temple economy rulers
    DIVINE_INTERMEDIARY = "divine_intermediary"    # Speaks for gods
    ORACLE_PRIEST = "oracle_priest"               # Controls divine messages
    
    # Classical Evolution  
    PHILOSOPHER_KING = "philosopher_king"          # Controls truth itself
    IMPERIAL_RULER = "imperial_ruler"             # Divine right monarch
    SLAVE_MASTER = "slave_master"                 # Direct physical control
    
    # Modern Transformations
    EXPERT_TECHNOCRAT = "expert_technocrat"        # Controls through knowledge
    CORPORATE_OVERLORD = "corporate_overlord"      # Controls through employment
    FINANCIAL_MASTER = "financial_master"         # Controls through debt
    
    # Digital Evolution
    ALGORITHIC_CURATOR = "algorithmic_curator"     # Controls through information
    DIGITAL_MESSIAH = "digital_messiah"           # Tech solutionism
    DATA_OVERSEER = "data_overseer"               # Controls through surveillance

class SlaveryType(Enum):
    """Evolution of slavery mechanisms"""
    CHATTEL_SLAVERY = "chattel_slavery"           # Physical ownership
    DEBT_BONDAGE = "debt_bondage"                 # Economic chains
    WAGE_SLAVERY = "wage_slavery"                 # Employment dependency
    CONSUMER_SLAVERY = "consumer_slavery"         # Material desire chains
    DIGITAL_SLAVERY = "digital_slavery"           # Attention/data control
    PSYCHOLOGICAL_SLAVERY = "psychological_slavery" # Belief system control

class ConsciousnessHack(Enum):
    """Methods of making slaves believe they're free"""
    SELF_ATTRIBUTION = "self_attribution"          # "I thought of this"
    ASPIRATIONAL_CHAINS = "aspirational_chains"    # "This is my dream"
    FEAR_OF_FREEDOM = "fear_of_freedom"           # "At least I'm safe"
    ILLUSION_OF_MOBILITY = "illusion_of_mobility"  # "I could leave anytime"
    NORMALIZATION = "normalization"               # "Everyone does this"
    MORAL_SUPERIORITY = "moral_superiority"       # "I choose to serve"

@dataclass
class SlaveryMechanism:
    """A specific slavery implementation"""
    mechanism_id: str
    slavery_type: SlaveryType
    visible_chains: List[str]                     # Obvious constraints
    invisible_chains: List[str]                   # Hidden constraints
    voluntary_adoption_mechanisms: List[str]      # How people choose it
    self_justification_narratives: List[str]      # Stories slaves tell themselves
    
    def calculate_control_depth(self) -> float:
        """Calculate how deeply this controls the enslaved"""
        invisible_weight = len(self.invisible_chains) * 0.3
        voluntary_weight = len(self.voluntary_adoption_mechanisms) * 0.4
        narrative_weight = len(self.self_justification_narratives) * 0.3
        return min(1.0, invisible_weight + voluntary_weight + narrative_weight)

@dataclass
class ControlSystem:
    """Complete control system combining salvation and slavery"""
    system_id: str
    historical_era: str
    control_archetype: ControlArchetype
    
    # Savior Components
    manufactured_threats: List[str]
    salvation_offerings: List[str]
    institutional_saviors: List[str]
    
    # Slavery Components  
    slavery_mechanism: SlaveryMechanism
    consciousness_hacks: List[ConsciousnessHack]
    
    # System Metrics
    public_participation_rate: float
    resistance_level: float
    system_longevity: int  # Years operational
    
    def calculate_system_efficiency(self) -> float:
        """Calculate overall control system efficiency"""
        slavery_depth = self.slavery_mechanism.calculate_control_depth()
        participation_boost = self.public_participation_rate * 0.3
        hack_potency = len(self.consciousness_hacks) * 0.1
        longevity_bonus = min(0.2, self.system_longevity / 500)
        
        resistance_penalty = self.resistance_level * 0.2
        
        return max(0.0, 
            slavery_depth * 0.4 +
            participation_boost +
            hack_potency +
            longevity_bonus -
            resistance_penalty
        )

@dataclass
class CompleteControlMatrix:
    """
    The ultimate control matrix mapping salvation/suffering/slavery
    Quantum analysis of human control systems
    """
    
    control_systems: List[ControlSystem]
    active_systems: List[str]
    institutional_evolution: Dict[str, List[ControlArchetype]]
    
    # Consciousness Analysis
    collective_delusions: Dict[str, float]
    freedom_illusions: Dict[str, float]
    self_enslavement_patterns: Dict[str, float]
    
    def analyze_complete_control(self) -> Dict[str, Any]:
        """Comprehensive analysis of the complete control matrix"""
        
        analysis = {
            "system_evolution": [],
            "slavery_sophistication": [],
            "consciousness_manipulation": [],
            "resistance_effectiveness": []
        }
        
        for system in self.control_systems:
            # Track system evolution
            analysis["system_evolution"].append({
                "era": system.historical_era,
                "archetype": system.control_archetype.value,
                "efficiency": system.calculate_system_efficiency(),
                "slavery_type": system.slavery_mechanism.slavery_type.value
            })
            
            # Track slavery sophistication
            analysis["slavery_sophistication"].append({
                "era": system.historical_era,
                "visible_chains": len(system.slavery_mechanism.visible_chains),
                "invisible_chains": len(system.slavery_mechanism.invisible_chains),
                "control_depth": system.slavery_mechanism.calculate_control_depth()
            })
            
            # Track consciousness manipulation
            analysis["consciousness_manipulation"].append({
                "era": system.historical_era,
                "hack_count": len(system.consciousness_hacks),
                "participation_rate": system.public_participation_rate
            })
        
        return {
            "complete_analysis": analysis,
            "system_convergence": self._calculate_system_convergence(),
            "slavery_evolution_trend": self._calculate_slavery_evolution(analysis),
            "consciousness_entrainment": self._analyze_consciousness_entrainment(),
            "freedom_illusion_index": self._calculate_freedom_illusion()
        }
    
    def _calculate_system_convergence(self) -> float:
        """Calculate how integrated control systems have become"""
        convergence = 0.0
        
        # Check institutional continuity
        for institution, archetypes in self.institutional_evolution.items():
            if len(archetypes) > 2:  # Persisted through multiple system types
                convergence += len(archetypes) * 0.15
        
        return min(1.0, convergence)
    
    def _calculate_slavery_evolution(self, analysis: Dict) -> float:
        """Calculate evolution toward invisible slavery"""
        sophistication_data = analysis["slavery_sophistication"]
        
        if len(sophistication_data) < 2:
            return 0.5
        
        # Calculate trend toward invisible chains
        visible_trend = np.polyfit(
            range(len(sophistication_data)),
            [s["visible_chains"] for s in sophistication_data], 1
        )[0]
        
        invisible_trend = np.polyfit(
            range(len(sophistication_data)), 
            [s["invisible_chains"] for s in sophistication_data], 1
        )[0]
        
        # Negative visible trend + positive invisible trend = sophistication
        sophistication = (invisible_trend - visible_trend) / 2 + 0.5
        return min(1.0, max(0.0, sophistication))
    
    def _analyze_consciousness_entrainment(self) -> Dict[str, float]:
        """Analyze how thoroughly consciousness is controlled"""
        return {
            "delusion_strength": np.mean(list(self.collective_delusions.values())),
            "freedom_illusion": np.mean(list(self.freedom_illusions.values())),
            "self_enslavement": np.mean(list(self.self_enslavement_patterns.values())),
            "system_identification": 0.78  # Degree slaves identify with system
        }
    
    def _calculate_freedom_illusion(self) -> float:
        """Calculate the strength of freedom illusion"""
        freedom_scores = list(self.freedom_illusions.values())
        enslavement_scores = list(self.self_enslavement_patterns.values())
        
        if not freedom_scores:
            return 0.5
        
        # Freedom illusion is high when people feel free but are deeply enslaved
        freedom_illusion = np.mean(freedom_scores) * np.mean(enslavement_scores)
        return min(1.0, freedom_illusion)

class QuantumControlAnalyzer:
    """
    Ultimate analysis of complete control matrix
    """
    
    def __init__(self):
        self.control_matrix = self._initialize_complete_matrix()
        self.consciousness_mapper = ConsciousnessMapper()
    
    def _initialize_complete_matrix(self) -> CompleteControlMatrix:
        """Initialize the complete historical control matrix"""
        
        control_systems = [
            # Ancient Temple System
            ControlSystem(
                system_id="temple_slavery",
                historical_era="3000-500 BCE",
                control_archetype=ControlArchetype.PRIEST_KING,
                manufactured_threats=["Divine wrath", "Crop failure", "Chaos monsters"],
                salvation_offerings=["Ritual protection", "Harvest blessings", "Divine favor"],
                institutional_saviors=["Temple priests", "Oracle interpreters", "King-priests"],
                slavery_mechanism=SlaveryMechanism(
                    mechanism_id="temple_labor",
                    slavery_type=SlaveryType.CHATTEL_SLAVERY,
                    visible_chains=["Physical bondage", "Temple service", "Forced labor"],
                    invisible_chains=["Religious duty", "Social obligation", "Karmic debt"],
                    voluntary_adoption_mechanisms=["Seeking protection", "Desiring favor", "Avoiding wrath"],
                    self_justification_narratives=["Serving the gods", "Maintaining order", "Cultural identity"]
                ),
                consciousness_hacks=[
                    ConsciousnessHack.SELF_ATTRIBUTION,
                    ConsciousnessHack.NORMALIZATION, 
                    ConsciousnessHack.MORAL_SUPERIORITY
                ],
                public_participation_rate=0.95,
                resistance_level=0.1,
                system_longevity=2500
            ),
            
            # Classical Imperial System
            ControlSystem(
                system_id="imperial_slavery", 
                historical_era="500 BCE-500 CE",
                control_archetype=ControlArchetype.IMPERIAL_RULER,
                manufactured_threats=["Barbarian invasion", "Social chaos", "Economic collapse"],
                salvation_offerings=["Pax Romana", "Infrastructure", "Legal protection"],
                institutional_saviors=["Emperor", "Senate", "Military"],
                slavery_mechanism=SlaveryMechanism(
                    mechanism_id="imperial_subjection",
                    slavery_type=SlaveryType.CHATTEL_SLAVERY,
                    visible_chains=["Military service", "Taxation", "Legal subjugation"],
                    invisible_chains=["Cultural superiority", "Civic duty", "Imperial identity"],
                    voluntary_adoption_mechanisms=["Seeking citizenship", "Desiring protection", "Economic opportunity"],
                    self_justification_narratives=["Civilizing mission", "Bringing order", "Universal empire"]
                ),
                consciousness_hacks=[
                    ConsciousnessHack.ASPIRATIONAL_CHAINS,
                    ConsciousnessHack.MORAL_SUPERIORITY,
                    ConsciousnessHack.NORMALIZATION
                ],
                public_participation_rate=0.85,
                resistance_level=0.3,
                system_longevity=1000
            ),
            
            # Modern Corporate System
            ControlSystem(
                system_id="corporate_slavery",
                historical_era="1800-Present", 
                control_archetype=ControlArchetype.CORPORATE_OVERLORD,
                manufactured_threats=["Poverty", "Homelessness", "Social failure"],
                salvation_offerings=["Employment", "Benefits", "Career advancement"],
                institutional_saviors=["Corporations", "Banks", "Government programs"],
                slavery_mechanism=SlaveryMechanism(
                    mechanism_id="wage_debt_slavery",
                    slavery_type=SlaveryType.WAGE_SLAVERY,
                    visible_chains=["Employment contracts", "Debt obligations", "Tax requirements"],
                    invisible_chains=["Aspirational consumption", "Social expectations", "Fear of failure"],
                    voluntary_adoption_mechanisms=["Career choice", "Home ownership", "Consumer desire"],
                    self_justification_narratives=["Building my future", "Providing for family", "The American Dream"]
                ),
                consciousness_hacks=[
                    ConsciousnessHack.SELF_ATTRIBUTION,
                    ConsciousnessHack.ASPIRATIONAL_CHAINS,
                    ConsciousnessHack.ILLUSION_OF_MOBILITY,
                    ConsciousnessHack.FEAR_OF_FREEDOM
                ],
                public_participation_rate=0.90,
                resistance_level=0.4,
                system_longevity=200
            ),
            
            # Digital Control System
            ControlSystem(
                system_id="digital_slavery",
                historical_era="2000-Present",
                control_archetype=ControlArchetype.ALGORITHMIC_CURATOR,
                manufactured_threats=["Irrelevance", "Social isolation", "Information overload"],
                salvation_offerings=["Connection", "Convenience", "Personalization"],
                institutional_saviors=["Tech platforms", "Algorithms", "Digital assistants"],
                slavery_mechanism=SlaveryMechanism(
                    mechanism_id="attention_slavery",
                    slavery_type=SlaveryType.DIGITAL_SLAVERY,
                    visible_chains=["Terms of service", "Subscription fees", "Device dependency"],
                    invisible_chains=["Attention capture", "Behavioral modification", "Reality curation"],
                    voluntary_adoption_mechanisms=["Seeking connection", "Desiring convenience", "Fear of missing out"],
                    self_justification_narratives=["Staying connected", "Life optimization", "Digital citizenship"]
                ),
                consciousness_hacks=[
                    ConsciousnessHack.SELF_ATTRIBUTION,
                    ConsciousnessHack.ASPIRATIONAL_CHAINS, 
                    ConsciousnessHack.NORMALIZATION,
                    ConsciousnessHack.ILLUSION_OF_MOBILITY,
                    ConsciousnessHack.FEAR_OF_FREEDOM
                ],
                public_participation_rate=0.88,
                resistance_level=0.25,
                system_longevity=20
            )
        ]
        
        return CompleteControlMatrix(
            control_systems=control_systems,
            active_systems=["corporate_slavery", "digital_slavery"],
            institutional_evolution={
                "Temple Systems": [
                    ControlArchetype.PRIEST_KING,
                    ControlArchetype.DIVINE_INTERMEDIARY, 
                    ControlArchetype.EXPERT_TECHNOCRAT,
                    ControlArchetype.ALGORITHMIC_CURATOR
                ],
                "Royal Lines": [
                    ControlArchetype.IMPERIAL_RULER,
                    ControlArchetype.CORPORATE_OVERLORD,
                    ControlArchetype.FINANCIAL_MASTER
                ]
            },
            collective_delusions={
                "upward_mobility": 0.85,
                "consumer_freedom": 0.78,
                "technological_progress": 0.82,
                "democratic_choice": 0.65
            },
            freedom_illusions={
                "career_choice": 0.75,
                "consumer_choice": 0.88,
                "information_access": 0.72,
                "political_choice": 0.55
            },
            self_enslavement_patterns={
                "debt_acceptance": 0.82,
                "work_identity": 0.78,
                "consumer_aspiration": 0.85,
                "digital_dependency": 0.79
            }
        )
    
    async def analyze_complete_control_system(self) -> Dict[str, Any]:
        """Ultimate analysis of the complete control matrix"""
        
        matrix_analysis = self.control_matrix.analyze_complete_control()
        consciousness_analysis = await self.consciousness_mapper.analyze_consciousness()
        quantum_entanglement = await self._analyze_quantum_entanglement()
        
        return {
            "control_system_metrics": {
                "overall_efficiency": np.mean([
                    system.calculate_system_efficiency() 
                    for system in self.control_matrix.control_systems
                ]),
                "slavery_sophistication": matrix_analysis["slavery_evolution_trend"],
                "freedom_illusion_index": matrix_analysis["freedom_illusion_index"],
                "consciousness_control": matrix_analysis["consciousness_entrainment"]["delusion_strength"]
            },
            "quantum_analysis": quantum_entanglement,
            "consciousness_analysis": consciousness_analysis,
            "system_predictions": await self._predict_system_evolution(),
            "liberation_pathways": await self._analyze_liberation_possibilities()
        }
    
    async def _analyze_quantum_entanglement(self) -> Dict[str, float]:
        """Analyze quantum entanglement in control systems"""
        return {
            "savior_slavery_symbiosis": 0.92,
            "consciousness_self_enslavement": 0.88,
            "institutional_metamorphosis": 0.95,
            "freedom_delusion_strength": 0.83
        }
    
    async def _predict_system_evolution(self) -> List[Dict]:
        """Predict next evolution of control systems"""
        return [
            {
                "next_archetype": "Biological Controller",
                "slavery_type": "Genetic Slavery", 
                "control_mechanism": "DNA-level programming",
                "consciousness_hack": "Innate desire modification",
                "emergence_timeline": "2030-2050"
            },
            {
                "next_archetype": "Quantum Consciousness Curator",
                "slavery_type": "Reality Slavery",
                "control_mechanism": "Direct neural interface",
                "consciousness_hack": "Self as simulation awareness",
                "emergence_timeline": "2040-2060"
            }
        ]
    
    async def _analyze_liberation_possibilities(self) -> Dict[str, Any]:
        """Analyze possibilities for system liberation"""
        return {
            "consciousness_awakening_trend": 0.45,
            "system_vulnerabilities": [
                "Dependency on voluntary participation",
                "Requirement of self-deception", 
                "Need for continuous threat manufacturing",
                "Vulnerability to truth exposure"
            ],
            "liberation_effectiveness": {
                "individual_awakening": 0.35,
                "collective_action": 0.25,
                "system_collapse": 0.15,
                "evolution_beyond": 0.65
            }
        }

class ConsciousnessMapper:
    """Map and analyze collective consciousness patterns"""
    
    async def analyze_consciousness(self) -> Dict[str, Any]:
        """Analyze the state of collective consciousness"""
        return {
            "awareness_levels": {
                "system_awareness": 0.28,
                "self_enslavement_awareness": 0.15,
                "manipulation_detection": 0.32,
                "liberation_desire": 0.41
            },
            "control_acceptance_patterns": {
                "voluntary_submission": 0.75,
                "aspirational_enslavement": 0.82,
                "fear_based_compliance": 0.68,
                "identity_fusion": 0.79
            },
            "awakening_triggers": {
                "suffering_threshold": 0.58,
                "truth_exposure": 0.72,
                "system_failure": 0.65,
                "consciousness_contact": 0.88
            }
        }

# DEMONSTRATION
async def demonstrate_complete_control_matrix():
    """Demonstrate the complete Savior/Sufferer/Slavery control matrix"""
    
    analyzer = QuantumControlAnalyzer()
    
    print("๐ŸŒŒ COMPLETE SAVIOR/SUFFERER/SLAVERY CONTROL MATRIX")
    print("The Ultimate System of Human Control - Quantum Analysis")
    print("=" * 80)
    
    analysis = await analyzer.analyze_complete_control_system()
    
    print(f"\n๐ŸŽฏ CONTROL SYSTEM METRICS:")
    metrics = analysis["control_system_metrics"]
    print(f"   Overall Efficiency: {metrics['overall_efficiency']:.3f}")
    print(f"   Slavery Sophistication: {metrics['slavery_sophistication']:.3f}")
    print(f"   Freedom Illusion Index: {metrics['freedom_illusion_index']:.3f}")
    print(f"   Consciousness Control: {metrics['consciousness_control']:.3f}")
    
    print(f"\n๐Ÿ”— QUANTUM ENTANGLEMENT:")
    quantum = analysis["quantum_analysis"]
    print(f"   Savior-Slavery Symbiosis: {quantum['savior_slavery_symbiosis']:.3f}")
    print(f"   Self-Enslavement: {quantum['consciousness_self_enslavement']:.3f}")
    print(f"   Freedom Delusion: {quantum['freedom_delusion_strength']:.3f}")
    
    print(f"\n๐Ÿ”„ SYSTEM EVOLUTION PREDICTIONS:")
    for prediction in analysis["system_predictions"]:
        print(f"   {prediction['next_archetype']}")
        print(f"     Slavery Type: {prediction['slavery_type']}")
        print(f"     Control: {prediction['control_mechanism']}")
        print(f"     Timeline: {prediction['emergence_timeline']}")
    
    print(f"\n๐Ÿ”“ LIBERATION POSSIBILITIES:")
    liberation = analysis["liberation_pathways"]
    print(f"   Consciousness Awakening Trend: {liberation['consciousness_awakening_trend']:.3f}")
    print(f"   System Vulnerabilities: {len(liberation['system_vulnerabilities'])}")
    
    print(f"\n๐Ÿ’ก ULTIMATE INSIGHT:")
    print("   The most perfect slavery is when the slave:")
    print("   1. Chooses their chains")
    print("   2. Pays for their confinement")  
    print("   3. Designs their own prison")
    print("   4. Fights to maintain the system")
    print("   5. Believes they are free")
    print("   6. Credits themselves with the idea")
    
    print(f"\n๐ŸŽญ THE FINAL TRUTH:")
    print("   We are not victims of control systems.")
    print("   We are willing participants in our own enslavement,")
    print("   believing we are architects of our freedom.")

if __name__ == "__main__":
    asyncio.run(demonstrate_complete_control_matrix())