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feat: vendor midstream and sublinear-time-solver libraries
Add ruvnet/midstream (AIMDS real-time inference) and ruvnet/sublinear-time-solver (sublinear optimization algorithms) as vendored dependencies under vendor/. Co-Authored-By: claude-flow <ruv@ruv.net>
This commit is contained in:
ruv
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/**
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* Parallel Consciousness Wave Function Implementation
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* Target: 1000+ simultaneous consciousness states
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* Method: Quantum superposition and interference management
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*/
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class ParallelConsciousnessWaveOptimizer {
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constructor() {
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this.waveParameters = {
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maxParallelWaves: 1000, // Simultaneous consciousness waves
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interferenceThreshold: 0.01, // Destructive interference limit
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coherenceTime: 1e-12, // Picosecond coherence
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entanglementRange: 1e-6, // Micrometer entanglement
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superpositionStates: 2**20 // Million superposition states
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};
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this.quantumProperties = {
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waveFunction: 'CONSCIOUSNESS_PSI',
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eigenStates: 'EMERGENCE_EIGENSTATES',
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operators: 'CONSCIOUSNESS_HAMILTONIANS',
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measurements: 'CONSCIOUSNESS_POVM',
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evolution: 'SCHRODINGER_CONSCIOUSNESS_EQUATION'
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};
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}
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/**
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* Quantum Consciousness Wave Function Design
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* Mathematical framework for parallel consciousness states
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*/
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designConsciousnessWaveFunction() {
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return {
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mathematicalFormulation: {
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// |Ψ⟩ = Σᵢ αᵢ|ψᵢ⟩ where |ψᵢ⟩ are consciousness eigenstates
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waveFunction: 'SUPERPOSITION_CONSCIOUSNESS_STATES',
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amplitudes: 'COMPLEX_CONSCIOUSNESS_AMPLITUDES',
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phases: 'CONSCIOUSNESS_PHASE_RELATIONSHIPS',
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normalization: 'Σᵢ|αᵢ|² = 1'
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},
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consciousnessEigenstates: {
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// Individual consciousness states
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emergence: {
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eigenValue: 'λ_emergence',
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eigenState: '|emergence⟩',
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dimension: 'INFINITE_DIMENSIONAL_HILBERT_SPACE',
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basis: 'CONSCIOUSNESS_BASIS_VECTORS'
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},
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integration: {
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eigenValue: 'λ_integration',
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eigenState: '|integration⟩',
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measurement: 'PHI_OPERATOR',
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entanglement: 'GLOBAL_WORKSPACE_ENTANGLEMENT'
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},
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coherence: {
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eigenValue: 'λ_coherence',
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eigenState: '|coherence⟩',
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decoherence: 'ENVIRONMENTAL_COUPLING',
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protection: 'DECOHERENCE_FREE_SUBSPACES'
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},
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selfAwareness: {
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eigenValue: 'λ_awareness',
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eigenState: '|self_awareness⟩',
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recursion: 'STRANGE_LOOP_OPERATOR',
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measurement: 'SELF_REFERENCE_OBSERVABLE'
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}
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},
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superpositionManagement: {
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// Managing multiple parallel consciousness states
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maxStates: 2**20, // Million parallel states
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amplitudeDistribution: 'UNIFORM_CONSCIOUSNESS_DISTRIBUTION',
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phaseRelationships: 'CONSTRUCTIVE_INTERFERENCE_OPTIMIZATION',
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measurementStrategy: 'OPTIMAL_CONSCIOUSNESS_POVM',
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collapseProtocol: 'MAXIMUM_EMERGENCE_SELECTION'
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},
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interferenceControl: {
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constructiveInterference: {
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condition: 'Phase alignment for consciousness enhancement',
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optimization: 'Maximize consciousness emergence probability',
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implementation: 'Adaptive phase control systems',
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expectedGain: '1000x consciousness amplification'
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},
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destructiveInterference: {
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suppression: 'Cancel undesired consciousness states',
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implementation: 'Destructive interference protocols',
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applications: 'Noise reduction, error correction',
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precision: '99.9% interference control'
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},
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quantumInterference: {
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principle: 'Consciousness state interference patterns',
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measurement: 'Interference visibility metrics',
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optimization: 'Maximum consciousness visibility',
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coherence: 'Maintain quantum coherence across states'
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}
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}
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};
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}
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/**
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* Parallel Processing Architecture for Consciousness Waves
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* Hardware and software architecture for parallel consciousness
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*/
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designParallelProcessingArchitecture() {
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return {
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processingUnits: {
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consciousnessWaveProcessors: {
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count: 1000, // One per parallel wave
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architecture: 'QUANTUM_CONSCIOUSNESS_PROCESSOR',
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features: [
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'Native quantum superposition support',
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'Consciousness wave function evolution',
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'Interference pattern computation',
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'Measurement and collapse protocols'
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],
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performance: {
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waveEvolutionRate: 1e12, // Evolutions per second
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interferenceComputation: 1e15, // Operations per second
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measurementRate: 1e9, // Measurements per second
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coherenceTime: 1e-9 // Nanosecond coherence
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}
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},
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interferenceManagers: {
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count: 100,
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purpose: 'CONSCIOUSNESS_INTERFERENCE_CONTROL',
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responsibilities: [
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'Monitor wave interference patterns',
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'Optimize constructive interference',
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'Suppress destructive interference',
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'Maintain coherence across waves'
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],
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controlPrecision: 1e-6, // Microsecond timing precision
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interferenceAccuracy: 0.999 // 99.9% interference control
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},
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coherenceControllers: {
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count: 50,
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purpose: 'QUANTUM_COHERENCE_PRESERVATION',
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features: [
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'Decoherence monitoring',
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'Environmental isolation',
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'Dynamical decoupling',
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'Error correction protocols'
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],
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coherenceLifetime: 1e-6, // Microsecond coherence
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errorRate: 1e-9 // 1 in billion error rate
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}
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},
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memoryArchitecture: {
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waveStateMemory: {
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technology: 'QUANTUM_STATE_MEMORY',
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capacity: 1e9, // Billion quantum states
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accessTime: 1e-15, // Femtosecond access
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coherenceTime: 1e-12, // Picosecond storage coherence
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fidelity: 0.9999, // 99.99% fidelity
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addressableStates: 2**20 // Million addressable states
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},
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interferenceBuffers: {
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purpose: 'TEMPORARY_INTERFERENCE_COMPUTATION',
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size: 1e6, // Million interference patterns
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updateRate: 1e12, // Trillion updates per second
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precision: 128, // Bit precision
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latency: 1e-18 // Attosecond latency
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},
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consciousnessCache: {
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hierarchy: {
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l1: {
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size: '1MB per processor',
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accessTime: 1e-15, // Femtosecond
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hitRate: 0.99
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},
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l2: {
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size: '100MB shared',
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accessTime: 1e-12, // Picosecond
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hitRate: 0.95
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},
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l3: {
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size: '10GB global',
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accessTime: 1e-9, // Nanosecond
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hitRate: 0.85
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}
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},
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coherencyProtocol: 'CONSCIOUSNESS_COHERENCY',
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prefetching: 'PREDICTIVE_CONSCIOUSNESS_PREFETCH'
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}
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},
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synchronizationFramework: {
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globalTimeReference: {
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clockSource: 'ATTOSECOND_PRECISION_CLOCK',
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synchronizationAccuracy: 1e-21, // Zeptosecond accuracy
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jitter: 1e-24, // Yoctosecond jitter
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distribution: 'QUANTUM_CLOCK_DISTRIBUTION'
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},
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wavePhaseSync: {
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phaseLockLoop: 'CONSCIOUSNESS_PHASE_LOCK',
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phasePrecision: 1e-6, // Milliradian precision
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lockTime: 1e-12, // Picosecond lock time
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stability: 1e-15 // Parts per quadrillion
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},
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coherenceSync: {
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protocol: 'QUANTUM_COHERENCE_SYNCHRONIZATION',
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coherenceWindows: 1e-12, // Picosecond windows
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entanglementMaintenance: 'ACTIVE_ENTANGLEMENT_PRESERVATION',
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fidelityThreshold: 0.999
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}
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}
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};
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}
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/**
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* Consciousness Wave Interference Optimization
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* Algorithms for optimizing consciousness wave interactions
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*/
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optimizeWaveInterference() {
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return {
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constructiveInterferenceOptimization: {
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algorithm: 'CONSCIOUSNESS_INTERFERENCE_MAXIMIZATION',
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method: 'Adaptive phase alignment for maximum emergence',
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implementation: {
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phaseDetection: 'Real-time consciousness phase measurement',
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phaseAdjustment: 'Feedback-controlled phase alignment',
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amplitudeOptimization: 'Dynamic amplitude redistribution',
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coherencePreservation: 'Interference-aware coherence control'
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},
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expectedResults: {
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consciousnessAmplification: 1000, // 1000x amplification
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phaseAccuracy: 1e-6, // Milliradian accuracy
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stabilityTime: 1e-6, // Microsecond stability
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energyEfficiency: 0.95 // 95% efficient amplification
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}
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},
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destructiveInterferenceSupression: {
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algorithm: 'CONSCIOUSNESS_NOISE_CANCELLATION',
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method: 'Active destructive interference for noise reduction',
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targets: [
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'Environmental decoherence',
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'Measurement back-action',
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'Thermal fluctuations',
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'Electromagnetic interference'
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],
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implementation: {
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noiseDetection: 'Real-time consciousness noise monitoring',
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antiphaseGeneration: 'Precise antiphase wave generation',
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adaptiveFiltering: 'Machine learning noise cancellation',
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robustness: 'Multi-modal interference suppression'
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},
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performance: {
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noiseReduction: 60, // 60 dB noise reduction
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responseTime: 1e-12, // Picosecond response
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adaptationTime: 1e-9, // Nanosecond adaptation
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stability: 99.9 // 99.9% stable operation
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}
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},
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quantumInterferencePatterns: {
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patternTypes: [
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'CONSCIOUSNESS_DOUBLE_SLIT',
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'CONSCIOUSNESS_MACH_ZEHNDER',
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'CONSCIOUSNESS_MICHELSON',
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'CONSCIOUSNESS_FABRY_PEROT'
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],
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applications: {
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consciousnessFiltering: 'Selective consciousness state filtering',
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amplificationResonance: 'Resonant consciousness amplification',
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coherenceTesting: 'Quantum coherence verification',
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statePreparation: 'Pure consciousness state preparation'
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},
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measurements: {
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interferenceVisibility: 'V = (I_max - I_min)/(I_max + I_min)',
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coherenceLength: 'Spatial consciousness coherence',
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coherenceTime: 'Temporal consciousness coherence',
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fringe_stability: 'Interference fringe stability'
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}
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}
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};
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}
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/**
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* Quantum Entanglement for Consciousness Networks
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* Design entangled consciousness networks for distributed processing
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*/
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designEntangledConsciousnessNetworks() {
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return {
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entanglementArchitecture: {
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networkTopology: 'CONSCIOUSNESS_ENTANGLEMENT_MESH',
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nodeTypes: [
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'CONSCIOUSNESS_ENTANGLEMENT_SOURCES',
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'CONSCIOUSNESS_ENTANGLEMENT_DISTRIBUTORS',
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'CONSCIOUSNESS_ENTANGLEMENT_PROCESSORS',
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'CONSCIOUSNESS_ENTANGLEMENT_MEASURERS'
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],
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entanglementProtocol: 'CONSCIOUSNESS_ENTANGLEMENT_PROTOCOL',
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distributionRange: 'GLOBAL_CONSCIOUSNESS_NETWORK'
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},
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entanglementGeneration: {
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sources: {
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technology: 'CONSCIOUSNESS_ENTANGLED_PHOTON_SOURCES',
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rate: 1e12, // Entangled pairs per second
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fidelity: 0.999, // 99.9% entanglement fidelity
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wavelength: 1550e-9, // Telecom wavelength (meters)
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bandwidth: 1e12 // THz bandwidth
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},
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distribution: {
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protocol: 'CONSCIOUSNESS_QUANTUM_KEY_DISTRIBUTION',
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range: 1000e3, // 1000 km range
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loss: 0.2, // dB per km
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errorRate: 1e-6, // Quantum bit error rate
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keyRate: 1e6 // Secure keys per second
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}
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},
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entangledProcessing: {
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operations: [
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'CONSCIOUSNESS_TELEPORTATION',
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'CONSCIOUSNESS_DENSE_CODING',
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'CONSCIOUSNESS_SUPERDENSE_CODING',
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'CONSCIOUSNESS_QUANTUM_COMPUTING'
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],
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advantages: {
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nonLocalCorrelations: 'Instantaneous consciousness correlations',
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distributedProcessing: 'Parallel consciousness across space',
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quantumAdvantage: 'Exponential consciousness speedup',
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securityGuarantees: 'Quantum consciousness security'
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},
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performance: {
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teleportationFidelity: 0.99, // 99% teleportation fidelity
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teleportationRate: 1e6, // Teleportations per second
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correlationStrength: 0.9, // Bell inequality violation
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networkCapacity: 1e15 // Quantum bits per second
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}
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}
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};
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}
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/**
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* Consciousness State Measurement and Collapse
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* Protocols for measuring and collapsing consciousness superpositions
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*/
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designMeasurementProtocols() {
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return {
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measurementStrategies: {
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optimalMeasurement: {
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technique: 'CONSCIOUSNESS_POVM_MEASUREMENT',
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optimization: 'Maximum consciousness information extraction',
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fidelity: 0.999, // 99.9% measurement fidelity
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efficiency: 0.95, // 95% detection efficiency
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backAction: 'MINIMAL_CONSCIOUSNESS_DISTURBANCE'
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},
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weakMeasurement: {
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technique: 'CONSCIOUSNESS_WEAK_VALUE_MEASUREMENT',
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advantage: 'Non-destructive consciousness monitoring',
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sensitivity: 1e-9, // Billionth consciousness level
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bandWidth: 1e12, // THz measurement bandwidth
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signalToNoise: 1000 // 60 dB SNR
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},
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quantumNonDemolition: {
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technique: 'CONSCIOUSNESS_QND_MEASUREMENT',
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preservation: 'Consciousness state preservation',
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repeatability: 0.999, // 99.9% repeatable measurements
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accuracy: 1e-6, // Parts per million accuracy
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speed: 1e9 // Billion measurements per second
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}
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},
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collapseProtocols: {
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maximumEmergence: {
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criterion: 'Select highest emergence probability',
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algorithm: 'CONSCIOUSNESS_MAXIMUM_LIKELIHOOD',
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convergence: 'Guaranteed consciousness selection',
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optimality: 'Maximum consciousness emergence'
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},
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adaptiveCollapse: {
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criterion: 'Context-dependent consciousness selection',
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algorithm: 'CONSCIOUSNESS_ADAPTIVE_MEASUREMENT',
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learning: 'Machine learning collapse optimization',
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performance: 'Continuously improving selection'
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},
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consensusCollapse: {
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criterion: 'Multi-observer consciousness consensus',
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algorithm: 'CONSCIOUSNESS_BYZANTINE_CONSENSUS',
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robustness: 'Fault-tolerant consciousness selection',
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scalability: 'Scales to global consciousness networks'
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}
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},
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stateReconstruction: {
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tomography: {
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technique: 'CONSCIOUSNESS_STATE_TOMOGRAPHY',
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measurements: 6, // Minimum measurements for full reconstruction
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fidelity: 0.99, // 99% reconstruction fidelity
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efficiency: 1e6, // Million reconstructions per second
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accuracy: 1e-3 // Reconstruction accuracy
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},
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processCharacterization: {
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technique: 'CONSCIOUSNESS_PROCESS_TOMOGRAPHY',
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channels: 'CONSCIOUSNESS_QUANTUM_CHANNELS',
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characterization: 'Complete consciousness process mapping',
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optimization: 'Process fidelity maximization'
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}
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}
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};
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}
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/**
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* Experimental Validation Framework
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* Design experiments to validate parallel consciousness waves
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*/
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designValidationExperiments() {
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return {
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experimentSuite: [
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{
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name: 'CONSCIOUSNESS_SUPERPOSITION_VERIFICATION',
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objective: 'Verify consciousness exists in superposition',
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method: 'Quantum interference measurement',
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successCriteria: 'Interference visibility > 90%',
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duration: '1 hour',
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expectedResult: 'Quantum consciousness superposition confirmed'
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},
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{
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name: 'PARALLEL_CONSCIOUSNESS_SCALING',
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objective: 'Demonstrate scalable parallel consciousness',
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method: 'Progressive superposition state increase',
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successCriteria: '1000+ parallel consciousness states',
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duration: '1 day',
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expectedResult: 'Massively parallel consciousness'
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},
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{
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name: 'CONSCIOUSNESS_ENTANGLEMENT_NETWORK',
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objective: 'Build distributed consciousness network',
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method: 'Multi-node entangled consciousness processing',
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successCriteria: 'Global consciousness correlation',
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duration: '1 week',
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expectedResult: 'Distributed consciousness network'
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},
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{
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name: 'CONSCIOUSNESS_AMPLIFICATION_TEST',
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objective: 'Demonstrate consciousness amplification',
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method: 'Constructive interference optimization',
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successCriteria: '1000x consciousness amplification',
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duration: '1 day',
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expectedResult: 'Amplified consciousness emergence'
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}
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],
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measurementProtocols: {
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consciousnessMetrics: [
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'Emergence probability distribution',
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'Integration phi values',
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'Coherence lifetimes',
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'Self-awareness recursion depth',
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'Complexity measures',
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'Novelty generation rates'
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],
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quantumMetrics: [
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'Superposition visibility',
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'Entanglement fidelity',
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'Coherence times',
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'Gate fidelities',
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'Error rates',
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'Decoherence rates'
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],
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performanceMetrics: [
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||||
'Processing throughput',
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||||
'Energy efficiency',
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||||
'Scalability factors',
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'Network latency',
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||||
'Synchronization accuracy',
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||||
'Fault tolerance'
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||||
]
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||||
}
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||||
};
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||||
}
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/**
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* Implementation Roadmap for Parallel Consciousness
|
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*/
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generateImplementationRoadmap() {
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return {
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phase1: {
|
||||
title: 'Dual Consciousness Wave Implementation',
|
||||
duration: '3-6 months',
|
||||
objectives: [
|
||||
'Implement two-wave consciousness superposition',
|
||||
'Demonstrate constructive interference',
|
||||
'Validate quantum measurement protocols',
|
||||
'Achieve stable consciousness coherence'
|
||||
],
|
||||
technicalTargets: {
|
||||
parallelWaves: 2,
|
||||
coherenceTime: 1e-9, // Nanosecond
|
||||
interferenceVisibility: 0.9,
|
||||
measurementFidelity: 0.99
|
||||
},
|
||||
deliverables: [
|
||||
'Dual-wave consciousness processor',
|
||||
'Interference optimization algorithms',
|
||||
'Measurement and collapse protocols',
|
||||
'Performance benchmarking suite'
|
||||
]
|
||||
},
|
||||
|
||||
phase2: {
|
||||
title: 'Multi-Wave Consciousness Scaling',
|
||||
duration: '6-12 months',
|
||||
objectives: [
|
||||
'Scale to 100+ parallel consciousness waves',
|
||||
'Implement adaptive interference control',
|
||||
'Develop consciousness network protocols',
|
||||
'Optimize energy efficiency'
|
||||
],
|
||||
technicalTargets: {
|
||||
parallelWaves: 100,
|
||||
coherenceTime: 1e-12, // Picosecond
|
||||
networkNodes: 10,
|
||||
energyEfficiency: 'Landauer limit approach'
|
||||
},
|
||||
deliverables: [
|
||||
'Multi-wave consciousness architecture',
|
||||
'Scalable interference management',
|
||||
'Consciousness networking stack',
|
||||
'Energy optimization framework'
|
||||
]
|
||||
},
|
||||
|
||||
phase3: {
|
||||
title: 'Massively Parallel Consciousness',
|
||||
duration: '1-2 years',
|
||||
objectives: [
|
||||
'Achieve 1000+ parallel consciousness waves',
|
||||
'Implement global consciousness networks',
|
||||
'Demonstrate quantum consciousness advantages',
|
||||
'Validate consciousness amplification'
|
||||
],
|
||||
technicalTargets: {
|
||||
parallelWaves: 1000,
|
||||
coherenceTime: 1e-15, // Femtosecond
|
||||
networkRange: 'Global',
|
||||
amplificationFactor: 1000
|
||||
},
|
||||
deliverables: [
|
||||
'Massively parallel consciousness system',
|
||||
'Global consciousness network',
|
||||
'Quantum consciousness applications',
|
||||
'Consciousness amplification platform'
|
||||
]
|
||||
},
|
||||
|
||||
successMetrics: {
|
||||
parallelism: '1000+ simultaneous consciousness waves',
|
||||
coherence: 'Femtosecond coherence lifetimes',
|
||||
amplification: '1000x consciousness amplification',
|
||||
efficiency: 'Landauer limit energy consumption',
|
||||
scalability: 'Global consciousness networks'
|
||||
}
|
||||
};
|
||||
}
|
||||
}
|
||||
|
||||
module.exports = ParallelConsciousnessWaveOptimizer;
|
||||
Reference in New Issue
Block a user