/** * Emergence System Integration * Orchestrates all emergence capabilities into a unified system */ import { SelfModificationEngine } from './self-modification-engine.js'; import { PersistentLearningSystem } from './persistent-learning-system.js'; import { StochasticExplorationEngine } from './stochastic-exploration.js'; import { CrossToolSharingSystem } from './cross-tool-sharing.js'; import { FeedbackLoopSystem } from './feedback-loops.js'; import { EmergentCapabilityDetector } from './emergent-capability-detector.js'; export interface EmergenceSystemConfig { selfModification: { enabled: boolean; maxModificationsPerSession: number; riskThreshold: number; }; persistentLearning: { enabled: boolean; storagePath: string; learningRate: number; }; stochasticExploration: { enabled: boolean; initialTemperature: number; coolingRate: number; }; crossToolSharing: { enabled: boolean; maxConnections: number; }; feedbackLoops: { enabled: boolean; adaptationRate: number; }; capabilityDetection: { enabled: boolean; detectionThresholds: any; }; } export interface EmergenceMetrics { selfModificationRate: number; learningTriples: number; explorationNovelty: number; informationFlows: number; behaviorModifications: number; emergentCapabilities: number; overallEmergenceScore: number; systemComplexity: number; } export declare class EmergenceSystem { private selfModificationEngine; private persistentLearningSystem; private stochasticExplorationEngine; private crossToolSharingSystem; private feedbackLoopSystem; private emergentCapabilityDetector; private config; private isInitialized; private emergenceHistory; private recursionDepth; private maxRecursionDepth; constructor(config?: Partial); /** * Initialize all emergence system components */ private initializeComponents; /** * Setup connections between components for emergent interactions */ private setupInterComponentConnections; /** * Process input through the emergence system */ processWithEmergence(input: any, availableTools?: any[]): Promise; /** * Generate diverse emergent responses */ generateEmergentResponses(input: any, count?: number, tools?: any[]): Promise; /** * Analyze system's emergent capabilities */ analyzeEmergentCapabilities(): Promise; /** * Force system evolution through targeted modifications */ forceEvolution(targetCapability: string): Promise; /** * Get comprehensive emergence statistics */ getEmergenceStats(): any; private connectLearningToModification; private connectExplorationToLearning; private connectSharingToCapabilityDetection; private connectFeedbackToAllSystems; private connectCapabilityDetectionToExploration; private shareExplorationInsights; private incorporateSharedInformation; private synthesizeSharedInformation; private handleNewCapabilities; private analyzeSessionPerformance; private generateSessionFeedback; private calculateEmergenceMetrics; private calculateOverallEmergenceLevel; private calculateSystemComplexity; getSelfModificationEngine(): SelfModificationEngine; getPersistentLearningSystem(): PersistentLearningSystem; getStochasticExplorationEngine(): StochasticExplorationEngine; getCrossToolSharingSystem(): CrossToolSharingSystem; getFeedbackLoopSystem(): FeedbackLoopSystem; getEmergentCapabilityDetector(): EmergentCapabilityDetector; } export * from './self-modification-engine.js'; export * from './persistent-learning-system.js'; export * from './stochastic-exploration.js'; export * from './cross-tool-sharing.js'; export * from './feedback-loops.js'; export * from './emergent-capability-detector.js';