Full Implementation Plan¶

// Implement full 3D scene reconstruction
interface SceneReconstructor {
  reconstructFromImages(images: Image[]): Promise<Scene3D>;
  estimateDepth(image: Image): Promise<DepthMap>;
  trackObjects(scene: Scene3D): Promise<TrackedObjects>;
}

// OpenCV integration
interface OpenCVProcessor {
  preprocess(image: Image): Promise<ProcessedImage>;
  detectFeatures(image: ProcessedImage): Promise<Features>;
  applyCustomFilters(
    image: ProcessedImage,
    filters: Filter[],
  ): Promise<FilteredImage>;
}

interface NLPEngine {
  // Named Entity Recognition
  extractEntities(text: string): Promise<Entity[]>;
  // Sentiment Analysis
  analyzeSentiment(text: string): Promise<SentimentResult>;
  // Question Answering
  answerQuestion(context: string, question: string): Promise<Answer>;
}

// Code Generation
interface CodeGenerator {
  generateCode(specification: string): Promise<GeneratedCode>;
  highlightSyntax(code: string): Promise<HighlightedCode>;
  completeCode(partial: string): Promise<CompletedCode>;
}

interface AudioEngine {
  // Voice Synthesis
  synthesizeVoice(text: string, voice: VoiceProfile): Promise<AudioBuffer>;
  // Speaker Identification
  identifySpeaker(audio: AudioBuffer): Promise<SpeakerProfile>;
  // Emotion Detection
  detectEmotion(audio: AudioBuffer): Promise<EmotionResult>;
}

// Custom Audio Models
interface AudioModelManager {
  trainModel(data: TrainingData): Promise<AudioModel>;
  fineTune(model: AudioModel, data: TrainingData): Promise<AudioModel>;
  optimizePerformance(model: AudioModel): Promise<OptimizedModel>;
}

interface SLAMSystem {
  // Simultaneous Localization and Mapping
  initialize(sensors: SensorArray): Promise<void>;
  updateMap(sensorData: SensorData): Promise<UpdatedMap>;
  localize(currentData: SensorData): Promise<Position>;
}

// Dynamic Obstacle Avoidance
interface ObstacleAvoidance {
  detectObstacles(sensorData: SensorData): Promise<Obstacle[]>;
  planAlternativePath(currentPath: Path, obstacles: Obstacle[]): Promise<Path>;
  executeAvoidance(robot: Robot, path: Path): Promise<void>;
}

interface DeFiManager {
  // Liquidity Provision
  provideLiquidity(pool: Pool, amount: TokenAmount): Promise<LiquidityPosition>;
  // Yield Farming
  stakeInFarm(farm: YieldFarm, amount: TokenAmount): Promise<StakePosition>;
  // Token Swaps
  executeSwap(
    fromToken: Token,
    toToken: Token,
    amount: TokenAmount,
  ): Promise<SwapResult>;
}

// Multi-chain Support
interface ChainManager {
  bridgeAssets(
    fromChain: Chain,
    toChain: Chain,
    assets: Asset[],
  ): Promise<BridgeResult>;
  manageAssets(assets: Asset[]): Promise<AssetManagementResult>;
}

interface ResourceOptimizer {
  // Load Balancing
  balanceLoad(resources: Resource[]): Promise<BalancedResources>;
  // Auto-scaling
  scaleResources(demand: ResourceDemand): Promise<ScaledResources>;
  // Resource Optimization
  optimizeUsage(current: ResourceUsage): Promise<OptimizedUsage>;
}

// Distributed Computing
interface DistributedSystem {
  distributeTask(task: Task): Promise<DistributedTask>;
  manageNodes(nodes: ComputeNode[]): Promise<ManagedNodes>;
  handleFaults(faults: SystemFault[]): Promise<FaultResolution>;
}

// FHE Implementation
interface FHESystem {
  encrypt(data: any): Promise<EncryptedData>;
  compute(
    encryptedData: EncryptedData,
    operation: Operation,
  ): Promise<EncryptedResult>;
  decrypt(encryptedData: EncryptedData): Promise<DecryptedData>;
}

// Zero-Knowledge Proofs
interface ZKSystem {
  generateProof(statement: Statement, witness: Witness): Promise<Proof>;
  verifyProof(proof: Proof, statement: Statement): Promise<boolean>;
}

// Secure Enclaves
interface SecureEnclave {
  initializeEnclave(): Promise<EnclaveInstance>;
  processDataInEnclave(data: EncryptedData): Promise<ProcessedData>;
  attestEnclave(): Promise<AttestationResult>;
}