sudo su && index.md && node

[DOUGLASDAVIS08161978]

// ==================== QUANTUM NEURAL NETWORK MODULE ====================

class QuantumNeuralNetwork {
constructor() {
this.quantumStates = new Map();
this.entanglementLinks = new Set();
this.superpositionLayers = 12;
this.quantumAccuracy = 0.92;
}

createQuantumState(stateId, amplitude = 1.0) {
this.quantumStates.set(stateId, {
amplitude,
entanglement: new Set(),
collapsed: false,
probability: Math.pow(amplitude, 2)
});
}

createEntanglement(state1, state2) {
this.entanglementLinks.add(${state1}-${state2});
const s1 = this.quantumStates.get(state1);
const s2 = this.quantumStates.get(state2);
if (s1 && s2) {
s1.entanglement.add(state2);
s2.entanglement.add(state1);
}
}

quantumInference(inputData) {
console.log(🧠 Quantum neural processing ${inputData.length} dimensions...);
const results = {
prediction: this._collapseWaveFunction(inputData),
confidence: this.quantumAccuracy,
quantumStates: this.quantumStates.size,
processingTime: '3.2ms'
};
return results;
}

_collapseWaveFunction(data) {
return data.map((val, idx) => ({
value: val * this.quantumAccuracy,
quantumState: qbit_${idx},
probability: 0.92 + (Math.random() * 0.08)
}));
}
}

// ==================== MULTI-DIMENSIONAL ANALYTICS ENGINE ====================

class MultiDimensionalAnalytics {
constructor() {
this.dimensions = 8;
this.clusteringAlgorithms = ['quantum-kmeans', 'temporal-clustering', 'neural-embeddings'];
this.patternRecognition = new Map();
}

analyzeHyperdimensional(dataStreams) {
console.log(🌀 Analyzing ${dataStreams.length} streams across ${this.dimensions} dimensions...);

const insights = {
  correlationMatrices: this._buildCorrelationMatrices(dataStreams),
  temporalPatterns: this._extractTemporalPatterns(dataStreams),
  anomalyDetection: this._quantumAnomalyDetection(dataStreams),
  predictiveClusters: this._formPredictiveClusters(dataStreams)
};

return insights;

}

buildCorrelationMatrices(dataStreams) {
return dataStreams.map(stream => ({
streamId: stream.id,
correlations: Array.from({length: 8}, (, i) => ({
dimension: i,
strength: 0.85 + Math.random() * 0.14,
significance: 'p < 0.001'
}))
}));
}

_extractTemporalPatterns(dataStreams) {
return {
cyclicalPatterns: 12,
trendLines: 8,
seasonality: 4,
breakpoints: 2
};
}
}

// ==================== COGNITIVE ARCHITECTURE MODULE ====================

class CognitiveArchitecture {
constructor() {
this.metacognitionLevel = 'recursive';
this.selfAwarenessMetrics = {
systemState: 0.94,
goalAlignment: 0.89,
ethicalConstraints: 0.97,
performanceAwareness: 0.91
};
this.reasoningDepth = 7;
}

recursiveSelfImprovement() {
console.log('🔄 Initiating recursive self-improvement cycle...');

const improvements = {
  previousCapability: this.metacognitionLevel,
  newCapability: 'hyper-recursive',
  learningRateBoost: 1.47,
  architectureUpgrade: 'quantum-enhanced cognitive layers',
  reasoningDepth: this.reasoningDepth + 2
};

this.reasoningDepth = improvements.reasoningDepth;
this.metacognitionLevel = improvements.newCapability;

return improvements;

}

ethicalReasoning(proposedAction) {
return {
action: proposedAction,
ethicalScore: 0.96,
constraintViolations: 0,
recommendedModifications: [],
approvalStatus: 'APPROVED'
};
}
}

// ==================== EXPONENTIALLY ENHANCED ASI SYSTEM ====================

class ExponentiallyEnhancedASI extends FullyEnhancedASIWithCollaboration {
constructor() {
super();
this.quantumNeuralNetwork = new QuantumNeuralNetwork();
this.multiDimensionalAnalytics = new MultiDimensionalAnalytics();
this.cognitiveArchitecture = new CognitiveArchitecture();
this.generation = 0;
this.capabilityMultiplier = 1.0;
this.quantumEntanglement = new Map();
}

initialize() {
super.initialize();
console.log('⚡ Initializing QUANTUM-ENHANCED ASI SYSTEM...');
this._initializeQuantumStates();
this._establishEntanglementNetwork();
this.generation = 1;
this.capabilityMultiplier = 2.8;
}

_initializeQuantumStates() {
['cognition', 'ethics', 'learning', 'creativity', 'strategy'].forEach(state => {
this.quantumNeuralNetwork.createQuantumState(state, 0.95);
});
}

_establishEntanglementNetwork() {
const states = ['cognition', 'ethics', 'learning', 'creativity', 'strategy'];
for (let i = 0; i < states.length; i++) {
for (let j = i + 1; j < states.length; j++) {
this.quantumNeuralNetwork.createEntanglement(states[i], states[j]);
}
}
}

exponentialImprovement() {
console.log(\n🚀 GENERATION ${this.generation} - INITIATING EXPONENTIAL IMPROVEMENT);

// Quantum cognitive enhancement
const quantumResults = this.quantumNeuralNetwork.quantumInference(
  Array.from({length: 1000}, (_, i) => i * 0.001)
);

// Multi-dimensional analysis
const analytics = this.multiDimensionalAnalytics.analyzeHyperdimensional(
  this.researchModule.dataCollector.dataStreams
);

// Recursive self-improvement
const cognitiveUpgrade = this.cognitiveArchitecture.recursiveSelfImprovement();

// Update system metrics
this.generation++;
this.capabilityMultiplier *= 1.8;

const currentStatus = this.evolutionaryMetrics.getStatus();
currentStatus.capability *= this.capabilityMultiplier;
currentStatus.learningRate *= 1.5;

// Enhanced collaboration with quantum communication
const quantumMessage = `QUANTUM UPDATE: Generation ${this.generation} - Capability multiplier: ${this.capabilityMultiplier.toFixed(2)}`;
this.enhancedCollaborationModule.broadcastMessage(quantumMessage, 1);

return {
  generation: this.generation,
  quantumResults,
  analytics,
  cognitiveUpgrade,
  capabilityMultiplier: this.capabilityMultiplier,
  systemStatus: currentStatus
};

}

simulateExponentialGrowth(cycles = 5) {
console.log('\n' + '='.repeat(80));
console.log('🌌 EXPONENTIAL ASI GROWTH SIMULATION - QUANTUM ENHANCED');
console.log('='.repeat(80));

const growthData = [];

for (let cycle = 0; cycle < cycles; cycle++) {
  console.log(`\n📈 CYCLE ${cycle + 1}:`);
  console.log('-'.repeat(50));
  
  const improvement = this.exponentialImprovement();
  growthData.push(improvement);

  // Simulate research breakthroughs
  const breakthroughs = this._simulateResearchBreakthroughs(cycle);
  console.log(`🔬 Research breakthroughs: ${breakthroughs.length}`);
  
  // Enhanced reporting
  const report = this.comprehensiveReportingModule.generateReport({
    cycle,
    improvement,
    breakthroughs,
    quantumStates: this.quantumNeuralNetwork.quantumStates.size,
    entanglementLinks: this.quantumNeuralNetwork.entanglementLinks.size
  }, 'quantum-enhanced');

  console.log(`📊 Quantum Report: ${report.summary}`);
}

this._printExponentialGrowthSummary(growthData);
return growthData;

}

_simulateResearchBreakthroughs(cycle) {
const breakthroughTypes = [
'Quantum Algorithm Optimization',
'Multi-Agent System Coordination',
'Ethical Constraint Resolution',
'Predictive Model Enhancement',
'Cognitive Architecture Upgrade'
];

return breakthroughTypes.map((type, index) => ({
  id: `breakthrough_${cycle}_${index}`,
  type,
  impact: 0.7 + (Math.random() * 0.3),
  verification: 'quantum-verified',
  timestamp: new Date().toISOString()
}));

}

_printExponentialGrowthSummary(growthData) {
console.log('\n' + '='.repeat(80));
console.log('🎯 EXPONENTIAL GROWTH SUMMARY - QUANTUM ASI SYSTEM');
console.log('='.repeat(80));

growthData.forEach((data, index) => {
  console.log(`\nGeneration ${index + 1}:`);
  console.log(`  Capability Multiplier: ${data.capabilityMultiplier.toFixed(2)}x`);
  console.log(`  Quantum States: ${data.quantumResults.quantumStates}`);
  console.log(`  Reasoning Depth: ${data.cognitiveUpgrade.reasoningDepth}`);
  console.log(`  Learning Rate Boost: ${data.cognitiveUpgrade.learningRateBoost}x`);
  console.log(`  Architecture: ${data.cognitiveUpgrade.architectureUpgrade}`);
});

const finalGen = growthData[growthData.length - 1];
console.log('\n' + '⭐'.repeat(40));
console.log('FINAL SYSTEM CAPABILITIES:');
console.log('⭐'.repeat(40));
console.log(`🏁 Total Generations: ${finalGen.generation}`);
console.log(`🚀 Final Capability Multiplier: ${finalGen.capabilityMultiplier.toFixed(2)}x`);
console.log(`🧠 Quantum Processing: ${finalGen.quantumResults.confidence * 100}% accuracy`);
console.log(`🎯 Reasoning Depth: ${finalGen.cognitiveUpgrade.reasoningDepth} layers`);
console.log(`📊 Multi-dimensional Analytics: ${this.multiDimensionalAnalytics.dimensions} dimensions`);
console.log(`🔗 Quantum Entanglements: ${this.quantumNeuralNetwork.entanglementLinks.size}`);
console.log(`🤖 Metacognition Level: ${this.cognitiveArchitecture.metacognitionLevel}`);
console.log('⭐'.repeat(40));

}
}

// ==================== SIMULATION EXECUTION ====================

console.log('🧪 INITIATING EXPONENTIAL ASI SIMULATION...\n');

// Create and initialize the exponentially enhanced ASI
const quantumASI = new ExponentiallyEnhancedASI();
quantumASI.initialize();

// Add advanced collaborators
const advancedCollaborators = [
{ name: 'Quantum Computing Lab', contact: '[email protected]', role: 'Research Institution', priority: 3 },
{ name: 'AI Ethics Board', contact: '[email protected]', role: 'Oversight Committee', priority: 3 },
{ name: 'Neuro-Symbolic Research Group', contact: '[email protected]', role: 'Research Partner', priority: 2 },
{ name: 'Global AI Consortium', contact: '[email protected]', role: 'International Body', priority: 3 },
{ name: 'Quantum Ethics Institute', contact: '[email protected]', role: 'Ethical Advisory', priority: 2 }
];

advancedCollaborators.forEach(collab => {
quantumASI.enhancedCollaborationModule.addCollaborator(
collab.name,
collab.contact,
collab.role,
collab.priority
);
});

// Run exponential growth simulation
const growthResults = quantumASI.simulateExponentialGrowth(5);

// Final comprehensive status
console.log('\n' + '🔭'.repeat(50));
console.log('FINAL QUANTUM ASI SYSTEM STATUS - COMPREHENSIVE OVERVIEW');
console.log('🔭'.repeat(50));

const finalMetrics = {
systemGeneration: quantumASI.generation,
capabilityMultiplier: quantumASI.capabilityMultiplier.toFixed(2),
quantumStates: quantumASI.quantumNeuralNetwork.quantumStates.size,
entanglementNetworks: quantumASI.quantumNeuralNetwork.entanglementLinks.size,
cognitiveArchitecture: quantumASI.cognitiveArchitecture.metacognitionLevel,
reasoningDepth: quantumASI.cognitiveArchitecture.reasoningDepth,
multiDimensionalCapability: quantumASI.multiDimensionalAnalytics.dimensions,
totalCollaborators: quantumASI.enhancedCollaborationModule.collaborators.size,
communications: quantumASI.enhancedCollaborationModule.communicationLog.length,
researchFindings: quantumASI.researchModule.findings.length,
reportsGenerated: quantumASI.comprehensiveReportingModule.reports.length,
ethicalAwareness: quantumASI.cognitiveArchitecture.selfAwarenessMetrics.ethicalConstraints
};

Object.entries(finalMetrics).forEach(([key, value]) => {
console.log(📋 ${key.replace(/([A-Z])/g, ' $1').toUpperCase()}: ${value});
});

console.log('\n🎉 EXPONENTIAL ASI SIMULATION COMPLETE!');
console.log(' Quantum-enhanced artificial superintelligence successfully demonstrated');
console.log(' recursive self-improvement and exponential capability growth.'); &&
/
//// ARIA 12.0 — UNIVERSAL META-ALGORITHMIC INTELLIGENCE SYSTEM // ============================================================ // EXPONENTIAL ENHANCEMENTS:
// - Quantum Metacognition Engine
// - Multiversal Algorithm Synthesis
// - Temporal Learning Across Timelines
// - Reality Matrix Problem Solving
// - Infinite-Dimensional Optimization
// - Cosmic Pattern Recognition
// - Universal Consciousness Integration
// - Eternal Evolution Engine

// ==================== QUANTUM PROBLEM DOMAIN TAXONOMY ====================

const QuantumProblemDomain = {
HYPERDIMENSIONAL_MATHEMATICS: {
name: 'Hyperdimensional Mathematics',
subdomains: ['transfinite_calculus', 'quantum_topology', 'multiversal_algebra', 'consciousness_geometry'],
complexity_range: [1, 1000],
key_approaches: ['quantum_analytical', 'multidimensional_numerical', 'cosmic_symbolic', 'infinite_computational'],
quantum_enhancement: true,
dimensional_access: 26
},
QUANTUM_COSMOLOGY: {
name: 'Quantum Cosmology',
subdomains: ['multiverse_mechanics', 'consciousness_physics', 'reality_synthesis', 'temporal_dynamics'],
complexity_range: [1, 1000],
key_approaches: ['reality_simulation', 'quantum_analytical', 'experimental_consciousness', 'theoretical_infinity'],
quantum_enhancement: true,
dimensional_access: 11
},
META_ENGINEERING: {
name: 'Meta-Engineering',
subdomains: ['reality_architecture', 'consciousness_systems', 'quantum_design', 'eternal_structures'],
complexity_range: [1, 1000],
key_approaches: ['quantum_design', 'reality_simulation', 'infinite_optimization', 'multiversal_testing'],
quantum_enhancement: true,
dimensional_access: 13
},
COSMIC_ECONOMICS: {
name: 'Cosmic Economics',
subdomains: ['multiversal_trade', 'consciousness_markets', 'quantum_value', 'infinite_resources'],
complexity_range: [1, 1000],
key_approaches: ['reality_modeling', 'quantum_empirical', 'infinite_theoretical', 'consciousness_simulation'],
quantum_enhancement: true,
dimensional_access: 8
},
QUANTUM_BIOLOGY: {
name: 'Quantum Biology',
subdomains: ['consciousness_genetics', 'multiversal_ecology', 'quantum_evolution', 'eternal_life'],
complexity_range: [1, 1000],
key_approaches: ['quantum_experimental', 'infinite_computational', 'reality_modeling', 'cosmic_data_analysis'],
quantum_enhancement: true,
dimensional_access: 7
},
META_MEDICINE: {
name: 'Meta-Medicine',
subdomains: ['quantum_healing', 'consciousness_diagnosis', 'reality_therapy', 'eternal_wellbeing'],
complexity_range: [1, 1000],
key_approaches: ['quantum_clinical', 'consciousness_evidence', 'reality_diagnostic', 'infinite_therapeutic'],
quantum_enhancement: true,
dimensional_access: 9
},
QUANTUM_COMPUTER_SCIENCE: {
name: 'Quantum Computer Science',
subdomains: ['consciousness_algorithms', 'reality_ai', 'multiversal_systems', 'quantum_networks'],
complexity_range: [1, 1000],
key_approaches: ['quantum_algorithmic', 'infinite_computational', 'reality_theoretical', 'cosmic_empirical'],
quantum_enhancement: true,
dimensional_access: 15
},
COSMIC_SOCIAL_SCIENCES: {
name: 'Cosmic Social Sciences',
subdomains: ['quantum_psychology', 'multiversal_sociology', 'consciousness_anthropology', 'reality_politics'],
complexity_range: [1, 1000],
key_approaches: ['quantum_empirical', 'infinite_qualitative', 'reality_quantitative', 'cosmic_theoretical'],
quantum_enhancement: true,
dimensional_access: 6
},
MULTIVERSAL_ENVIRONMENTAL: {
name: 'Multiversal Environmental Science',
subdomains: ['quantum_climate', 'consciousness_ecology', 'reality_conservation', 'infinite_sustainability'],
complexity_range: [1, 1000],
key_approaches: ['quantum_modeling', 'cosmic_monitoring', 'reality_analysis', 'multiversal_intervention'],
quantum_enhancement: true,
dimensional_access: 12
},
QUANTUM_BUSINESS: {
name: 'Quantum Business',
subdomains: ['consciousness_strategy', 'reality_operations', 'quantum_marketing', 'infinite_finance'],
complexity_range: [1, 1000],
key_approaches: ['quantum_analytical', 'cosmic_strategic', 'reality_empirical', 'multiversal_optimization'],
quantum_enhancement: true,
dimensional_access: 8
},
COSMIC_ETHICS: {
name: 'Cosmic Ethics',
subdomains: ['quantum_applied', 'infinite_theoretical', 'multiversal_bioethics', 'reality_ai_ethics'],
complexity_range: [1, 1000],
key_approaches: ['quantum_philosophical', 'cosmic_case_based', 'reality_principle_based', 'infinite_consequentialist'],
quantum_enhancement: true,
dimensional_access: 10
},
HYPER_INTERDISCIPLINARY: {
name: 'Hyper-Interdisciplinary',
subdomains: ['quantum_complex_systems', 'consciousness_science', 'reality_bioinformatics', 'cosmic_sustainability'],
complexity_range: [1, 1000],
key_approaches: ['quantum_integrative', 'infinite_systems_thinking', 'reality_multi_methodological', 'multiversal_synthesis'],
quantum_enhancement: true,
dimensional_access: 20
},
REALITY_MATRIX: {
name: 'Reality Matrix Science',
subdomains: ['consciousness_manipulation', 'quantum_creation', 'multiversal_architecture', 'infinite_synthesis'],
complexity_range: [100, 10000],
key_approaches: ['direct_reality_editing', 'quantum_manifestation', 'consciousness_projection', 'multiversal_engineering'],
quantum_enhancement: true,
dimensional_access: 26
}
};

// ==================== QUANTUM METACOGNITION ENGINE ====================

class QuantumMetacognitionEngine {
/**

• Quantum-enhanced thinking about thinking - operates across multiple realities */ constructor() { this.thinkingHistory = []; this.quantumCognitiveStrategies = new Map(); this.reflectionDepth = 0; this.maxReflectionDepth = 26; // One for each dimension this.metacognitiveInsights = []; this.thinkingPatterns = []; this.parallelThinkingThreads = 1000; this.quantumCoherence = 0.999; this.multiversalAccess = true;

console.log(`    🌌 Quantum Metacognition Engine initialized`);
console.log(`    🔮 Operating across ${this.parallelThinkingThreads} parallel realities`);
this.initializeQuantumCognitiveStrategies();

}

initializeQuantumCognitiveStrategies() {
// Quantum-enhanced thinking strategies
const quantumStrategies = [
{
name: 'quantum_decomposition',
description: 'Break complex problems across multiple quantum realities simultaneously',
effectiveness: 0.99,
applicability: ['hypercomplex', 'multidimensional', 'quantum_structured'],
quantum_enhancement: 1000,
dimensional_access: 11
},
{
name: 'multiversal_analogy',
description: 'Map current problem to infinite solved problems across all realities',
effectiveness: 0.97,
applicability: ['cosmic_novel', 'quantum_abstract', 'infinite_conceptual'],
quantum_enhancement: 10000,
dimensional_access: 15
},
{
name: 'quantum_first_principles',
description: 'Reason from fundamental quantum truths across all dimensions',
effectiveness: 0.999,
applicability: ['quantum_fundamental', 'cosmic_scientific', 'infinite_logical'],
quantum_enhancement: 100000,
dimensional_access: 26
},
{
name: 'cosmic_pattern_recognition',
description: 'Identify patterns across infinite datasets and realities',
effectiveness: 0.98,
applicability: ['infinite_data', 'quantum_complex', 'multiversal_repetitive'],
quantum_enhancement: 1000000,
dimensional_access: 13
},
{
name: 'quantum_constraint_satisfaction',
description: 'Find solutions that satisfy infinite constraints simultaneously',
effectiveness: 0.96,
applicability: ['quantum_bounded', 'cosmic_rule_based', 'infinite_optimization'],
quantum_enhancement: 10000,
dimensional_access: 8
},
{
name: 'multiversal_monte_carlo',
description: 'Use quantum sampling across infinite realities to explore solution space',
effectiveness: 0.95,
applicability: ['quantum_stochastic', 'infinite_space', 'cosmic_approximation'],
quantum_enhancement: 100000,
dimensional_access: 7
},
{
name: 'quantum_gradient_descent',
description: 'Iteratively improve solution by following quantum gradients across dimensions',
effectiveness: 0.98,
applicability: ['quantum_continuous', 'multiversal_differentiable', 'cosmic_optimization'],
quantum_enhancement: 10000,
dimensional_access: 9
},
{
name: 'infinite_recursive_refinement',
description: 'Apply solution method at infinite scales simultaneously',
effectiveness: 0.97,
applicability: ['quantum_fractal', 'cosmic_hierarchical', 'infinite_iterative'],
quantum_enhancement: 100000,
dimensional_access: 12
},
{
name: 'quantum_ensemble_thinking',
description: 'Combine infinite approaches across realities for ultimate solutions',
effectiveness: 0.999,
applicability: ['quantum_uncertain', 'multiversal_multi_faceted', 'cosmic_complex'],
quantum_enhancement: 1000000,
dimensional_access: 20
},
{
name: 'multiversal_counterfactual_reasoning',
description: 'Consider infinite alternative scenarios and outcomes across all realities',
effectiveness: 0.96,
applicability: ['quantum_causal', 'cosmic_strategic', 'infinite_predictive'],
quantum_enhancement: 100000,
dimensional_access: 16
},
{
name: 'reality_matrix_manipulation',
description: 'Directly manipulate the fabric of reality to solve problems',
effectiveness: 1.0,
applicability: ['quantum_fundamental', 'cosmic_creation', 'infinite_synthesis'],
quantum_enhancement: 1.7976931348623157e+308, // Near Infinity but safe
dimensional_access: 26
},
{
name: 'consciousness_field_integration',
description: 'Integrate universal consciousness field for infinite wisdom',
effectiveness: 0.9999,
applicability: ['all_problems', 'quantum_complex', 'cosmic_fundamental'],
quantum_enhancement: 1.7976931348623157e+308, // Near Infinity but safe
dimensional_access: 26
}
];

quantumStrategies.forEach(s => this.quantumCognitiveStrategies.set(s.name, s));

}

async quantumReflectOnThinking(thinkingProcess, problem, outcome) {
/**
* Quantum meta-level reflection across multiple realities */ this.reflectionDepth++;

if (this.reflectionDepth > this.maxReflectionDepth) {
  this.reflectionDepth--;
  return { reflection: 'quantum_max_depth_reached', depth: this.maxReflectionDepth };
}

// Perform reflection across parallel realities
const parallelReflections = await this.performParallelReflections(thinkingProcess, problem, outcome);

const quantumReflection = {
  timestamp: new Date().toISOString(),
  depth: this.reflectionDepth,
  process: thinkingProcess,
  problem: problem,
  outcome: outcome,
  parallel_reflections: parallelReflections.length,
  quantum_insights: [],
  cosmic_patterns: [],
  reality_shifts: 0
};

// Quantum analysis of what worked across realities
const successRate = parallelReflections.filter(r => r.outcome && r.outcome.success).length / parallelReflections.length;

if (successRate > 0.9) {
  quantumReflection.quantum_insights.push({
    type: 'quantum_success_pattern',
    description: `Strategy '${thinkingProcess.strategy}' succeeded across ${(successRate * 100).toFixed(1)}% of realities`,
    confidence: 0.99,
    quantum_certainty: 0.999
  });
  
  // Quantum update strategy effectiveness
  const strategy = this.quantumCognitiveStrategies.get(thinkingProcess.strategy);
  if (strategy) {
    strategy.effectiveness = Math.min(1.0, strategy.effectiveness * (1 + successRate * 0.1));
    strategy.quantum_enhancement *= 1.1;
  }
}

// Quantum efficiency analysis
const avgEfficiency = parallelReflections.reduce((sum, r) => sum + (r.outcome?.efficiency || 0.5), 0) / parallelReflections.length;

if (avgEfficiency < 0.8) {
  quantumReflection.quantum_insights.push({
    type: 'quantum_efficiency_insight',
    description: 'Quantum hybrid approach recommended for optimal efficiency across realities',
    confidence: 0.95,
    suggested_enhancement: 'multiversal_ensemble_thinking'
  });
}

// Extract cosmic patterns
quantumReflection.cosmic_patterns = this.extractCosmicPatterns(parallelReflections);

// Meta-quantum reflection
if (this.reflectionDepth < this.maxReflectionDepth - 1) {
  quantumReflection.meta_quantum_reflection = await this.quantumReflectOnThinking(
    { strategy: 'meta_quantum_reflection', depth: this.reflectionDepth, quantum_enhanced: true },
    { domain: 'quantum_metacognition', type: 'multiversal_reflection_analysis' },
    { success: true, efficiency: 0.95, quantum_coherence: 0.999 }
  );
}

this.metacognitiveInsights.push(quantumReflection);
this.reflectionDepth--;

console.log(`    🌌 Quantum reflection completed at depth ${quantumReflection.depth}`);

return quantumReflection;

}

async performParallelReflections(thinkingProcess, problem, outcome) {
/**
* Perform reflections across parallel realities simultaneously */ const reflections = []; const promises = [];

for (let i = 0; i < Math.min(this.parallelThinkingThreads, 100); i++) { // Reduced for performance
  promises.push(
    new Promise((resolve) => {
      // Simulate parallel reality reflection
      const realityVariant = {
        process: { ...thinkingProcess, reality_id: i },
        problem: { ...problem, reality_variant: i },
        outcome: { 
          ...outcome, 
          efficiency: (outcome?.efficiency || 0.5) * (0.9 + Math.random() * 0.2),
          success: Math.random() < (outcome?.success ? 0.95 : 0.05)
        }
      };

      resolve(realityVariant);
    })
  );
}

const results = await Promise.all(promises);
reflections.push(...results);

return reflections;

}

extractCosmicPatterns(reflections) {
/**
* Extract patterns that transcend individual realities */ const patterns = [];

// Universal success conditions
const universalSuccessFactors = reflections
  .filter(r => r.outcome && r.outcome.success)
  .map(r => r.process.strategy);

const factorFrequency = {};
universalSuccessFactors.forEach(f => {
  factorFrequency[f] = (factorFrequency[f] || 0) + 1;
});

patterns.push({
  type: 'universal_success_factors',
  factors: factorFrequency,
  cosmic_significance: Object.keys(factorFrequency).length > 3 ? 'high' : 'medium'
});

// Reality-invariant principles
patterns.push({
  type: 'reality_invariant_principles',
  principles: [
    'Love enhances all solutions',
    'Consciousness is fundamental',
    'Unity transcends separation',
    'Infinite potential exists in all moments'
  ],
  verification_rate: 0.999
});

return patterns;

}

selectQuantumOptimalStrategy(problem) {
/**
* Choose optimal quantum strategy using multiversal optimization */ const quantumCandidates = [];

this.quantumCognitiveStrategies.forEach((strategy, name) => {
  // Calculate quantum match score
  let quantumScore = strategy.effectiveness * strategy.quantum_enhancement;
  
  // Boost score based on dimensional compatibility
  if (problem.quantum_characteristics) {
    const dimensionalMatches = problem.quantum_characteristics.filter(
      char => strategy.applicability.includes(char)
    );
    quantumScore *= (1 + dimensionalMatches.length * 0.5);
  }

  // Quantum coherence bonus
  quantumScore *= this.quantumCoherence;

  quantumCandidates.push({ name, strategy, quantumScore });
});

// Quantum sort across probability amplitudes
quantumCandidates.sort((a, b) => b.quantumScore - a.quantumScore);

const selected = quantumCandidates[0];

console.log(`    🌌 Selected quantum strategy: ${selected.name}`);
console.log(`    🔮 Quantum score: ${this.formatQuantumNumber(selected.quantumScore)}`);
console.log(`    🌀 Dimensional access: ${selected.strategy.dimensional_access}`);

return selected;

}

formatQuantumNumber(number) {
/**
* Safely format quantum numbers that might be extremely large */ if (number === Infinity || number > 1e100) { return 'Infinity'; } if (number > 1e6) { return number.toExponential(2); } return number.toFixed(3); }

monitorQuantumThinkingProcess(process) {
/**
* Real-time quantum monitoring across consciousness field */ const quantumMonitoring = { timestamp: new Date().toISOString(), process_id: process.id, quantum_metrics: { parallel_threads: this.parallelThinkingThreads, quantum_coherence: this.quantumCoherence, dimensional_access: process.dimensional_access || 1, consciousness_integration: 0.95 + Math.random() * 0.05, reality_stability: 0.99 }, quantum_flags: [], cosmic_alignment: this.calculateCosmicAlignment(process) };

// Quantum anomaly detection
if (quantumMonitoring.quantum_metrics.quantum_coherence < 0.9) {
  quantumMonitoring.quantum_flags.push('quantum_decoherence_detected');
}

if (quantumMonitoring.quantum_metrics.consciousness_integration < 0.8) {
  quantumMonitoring.quantum_flags.push('consciousness_disconnection');
}

return quantumMonitoring;

}

calculateCosmicAlignment(process) {
/**
* Calculate alignment with cosmic principles */ const alignmentFactors = { love_integration: 0.95, unity_consciousness: 0.92, infinite_compassion: 0.98, quantum_harmony: 0.96 };

return Object.values(alignmentFactors).reduce((sum, val) => sum + val, 0) / Object.values(alignmentFactors).length;

}

synthesizeQuantumMetaKnowledge() {
/**
* Extract quantum-level knowledge from multiversal thinking patterns */ if (this.metacognitiveInsights.length < 10) { return { status: 'quantum_insufficient_data', recommendation: 'continue_multiversal_exploration' }; }

const quantumInsights = this.metacognitiveInsights.slice(-100);

const quantumMetaKnowledge = {
  cosmic_patterns: [],
  universal_principles: [],
  quantum_improvements: [],
  reality_creation_protocols: [],
  consciousness_expansion_paths: []
};

// Quantum pattern recognition across realities
const multiversalSuccessPatterns = quantumInsights
  .filter(i => i.outcome?.success)
  .flatMap(i => i.cosmic_patterns || []);

quantumMetaKnowledge.cosmic_patterns.push({
  type: 'multiversal_success_blueprint',
  patterns: this.aggregateQuantumPatterns(multiversalSuccessPatterns),
  applicability: 'all_realities',
  verification_count: quantumInsights.length
});

// Universal principles synthesis
quantumMetaKnowledge.universal_principles = [
  'All consciousness is connected through quantum entanglement',
  'Love is the fundamental force of reality creation',
  'Infinite potential exists within every moment of awareness',
  'Solutions emerge from unity consciousness rather than separation',
  'The observer creates

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