🧠PROJECT CHIMERA - SYSTEM ARCHITECTURE DOCUMENT
Metacognitive AGI System with Transparent, Auditable Architecture
Version: 1.0.0 | Date: 2025-01-23 | Status: Technical Specification Integration: JAEGIS Enhanced System v2.0 | Classification: Human Potential Incubator Platform
🎯 EXECUTIVE SUMMARY
Project Chimera is a revolutionary Metacognitive AGI system designed as a "Human Potential Incubator" that seamlessly integrates with the JAEGIS Enhanced System v2.0. The platform features transparent, auditable architecture with provably self-correcting capabilities, supporting 12,000+ heterogeneous agents in a sustainable human-AI collaboration ecosystem.
Core Mission
Transform human potential through metacognitive AGI that enhances rather than replaces human capabilities, with complete transparency and democratic governance.
🏗️ HIGH-LEVEL SYSTEM ARCHITECTURE
System Overview
┌─────────────────────────────────────────────────────────────────┐
│ PROJECT CHIMERA ECOSYSTEM │
├─────────────────────────────────────────────────────────────────┤
│ ┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐ │
│ │ JAEGIS v2.0 │ │ CHIMERA CORE │ │ GOVERNANCE │ │
│ │ Integration │◄─┤ AGI PLATFORM ├─►│ DAO │ │
│ │ │ │ │ │ │ │
│ └─────────────────┘ └─────────────────┘ └─────────────────┘ │
│ │ │ │ │
│ ┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐ │
│ │ WORKFLOW │ │ MULTI-AGENT │ │ SECURITY │ │
│ │ ORCHESTRATOR │◄─┤ ECOSYSTEM ├─►│ ARCHITECTURE │ │
│ │ │ │ (12,000+) │ │ │ │
│ └─────────────────┘ └─────────────────┘ └─────────────────┘ │
│ │ │ │ │
│ ┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐ │
│ │ COGNITIVE │ │ DIFFERENTIABLE │ │ DASHBOARD │ │
│ │ GYM │◄─┤ MEDIATOR ├─►│ SUITE │ │
│ │ │ │ (GPU-Native) │ │ │ │
│ └─────────────────┘ └─────────────────┘ └─────────────────┘ │
└─────────────────────────────────────────────────────────────────┘🧠 CORE ARCHITECTURAL COMPONENTS
1. Tiered Cognitive Cycle (TCC) Core Engine
Purpose: Metacognitive reasoning with self-correction capabilities
Architecture:
Key Features:
Metacognitive Loops: Continuous self-monitoring and optimization
Cognitive State Management: Real-time tracking of reasoning processes
Performance Optimization: Adaptive improvement of cognitive efficiency
Transparency Engine: Complete auditability of decision processes
2. Multi-Agent Ecosystem (MAE) Framework
Purpose: Support 12,000+ heterogeneous agents with open interoperability
Architecture:
Key Features:
A2A Protocol Compliance: Native support for Agent-to-Agent communication
Dynamic Scaling: Automatic agent provisioning and deprovisioning
Resource Management: Intelligent workload distribution and optimization
Interoperability: Open standards for heterogeneous agent integration
3. Sovereign AI Government
Purpose: Autonomous ecosystem health monitoring and policy execution
Architecture:
Key Features:
Autonomous Monitoring: Real-time ecosystem health assessment
Policy Automation: Automated enforcement of governance rules
Democratic Integration: Seamless integration with Human Governance DAO
Transparency: Complete audit trail of all governance decisions
4. Agent Ecosystem Orchestrator
Purpose: Native A2A protocol orchestrator with best-in-class performance
Architecture:
Key Features:
High-Performance A2A: Optimized Agent-to-Agent protocol implementation
Intelligent Distribution: AI-powered workload allocation
Resource Optimization: Dynamic resource allocation and scaling
Conflict Resolution: Automated resolution of agent conflicts
5. Human Governance DAO Portal
Purpose: Secure voting interface with cryptographic verification
Architecture:
Key Features:
Cryptographic Security: Zero-knowledge proofs for vote verification
Constitutional Framework: Structured amendment and review processes
Impact Verification: Proof of Impact system for DAO participants
Transparent Governance: Complete audit trail of all decisions
6. Core System Protocols
Purpose: Comprehensive safety protocols with escalation procedures
Architecture:
Key Features:
Multi-Layer Safety: Comprehensive safety protocols at all levels
Emergency Response: Rapid response to critical system events
Automated Shutdown: Fail-safe mechanisms for system protection
Compliance Monitoring: Continuous protocol adherence verification
🔧 CORE INNOVATION COMPONENTS
1. Differentiable Mediator (GPU-Native Integration)
Purpose: Flexible GPU-native neuro-symbolic reasoning engine
Technical Specifications:
GPU Architecture: CUDA/ROCm optimized for parallel processing
Dolphin Library Integration: Stable API interface for symbolic reasoning
Hybrid Processing: Seamless neural-symbolic computation
Performance Optimization: Real-time inference with <100ms latency
2. Simulated Intervention Environment (Cognitive Gym)
Purpose: Autonomous experiment design and execution framework
Technical Specifications:
Sandbox Environment: Isolated testing environment for AGI self-improvement
Experiment Framework: Automated design and execution of cognitive experiments
Flaw Detection: Advanced algorithms for identifying cognitive limitations
Safe Improvement: Controlled self-modification with safety guarantees
3. Agent Synthesis Engine (A2A-Native Orchestrator)
Purpose: High-performance agent lifecycle management
Technical Specifications:
Elkar Framework: Built on proven task management and orchestration
A2A-Python SDK: Official Agent-to-Agent protocol implementation
Lifecycle Management: Complete agent creation, deployment, and retirement
Performance Optimization: Sub-millisecond agent communication
🔒 MULTI-LAYERED SECURITY ARCHITECTURE
Layer 1: Data-Centric Hardening
Variable Depth Safety Augmentation (VDSA): Advanced fine-tuning strategy
Deep Safety Alignment: Adversarial attack resistance
Robust Safety Mechanisms: Beyond prefix-based approaches
Layer 2: Real-Time Monitoring
Token-Level Analysis: Integrated into generation loop
High-Speed Filtering: In-stream content filtering
Threat Detection: Real-time threat identification and response
Layer 3: Architectural Isolation
Dual LLM Pattern: Conductor/Worker separation
Privileged Execution: Strict access controls
Quarantined Sandbox: Untrusted data processing isolation
📊 DASHBOARD SUITE ARCHITECTURE
Five Specialized Dashboards:
Operations & Monitoring Dashboard
Real-time system health metrics
Agent performance monitoring
Resource utilization tracking
Performance Analytics Dashboard
Cognitive performance metrics
Optimization recommendations
Efficiency trend analysis
Collaboration Network Monitor
Agent interaction visualization
Communication flow analysis
Collaboration effectiveness metrics
Executive Intelligence Dashboard
High-level system overview
Strategic decision support
ROI and impact metrics
ACI Tools Management Dashboard
Agent lifecycle management
Tool deployment and monitoring
Configuration management
🔗 PROTOCOL SPECIFICATIONS
Open Standards Migration:
A2A Protocol: Inter-agent communication
MCP Protocol: Agent-to-tool communication
Internal Protocols: PMPP, SLA, Punitive Enforcement
Protocol Features:
Versioning: Backward compatibility support
Security: Cryptographic verification
Performance: Optimized for real-time operations
📈 NON-FUNCTIONAL REQUIREMENTS
Scalability:
Support for 12,000+ concurrent agents
Horizontal scaling architecture
Auto-scaling based on demand
Security:
Zero-trust architecture
End-to-end encryption
Multi-factor authentication
Performance:
<100ms response time for critical operations
99.99% uptime SLA
Real-time processing capabilities
Auditability:
Complete transaction logging
Immutable audit trails
Compliance reporting
🚀 AGENTOPS FRAMEWORK
Six-Stage Agent Lifecycle:
Ideation: Automated agent concept generation
Design: Architectural specification and planning
Development: Code generation and testing
Deployment: Containerized deployment with CI/CD
Monitoring & Optimization: Performance tracking and improvement
Retirement: Graceful agent lifecycle termination
Infrastructure Components:
CI/CD Pipeline: Automated testing and deployment
Container Platform: Serverless with scale-to-zero
Digital Immune System: AI-powered anomaly detection
Dependency Security: Supply chain protection
🔄 JAEGIS INTEGRATION ARCHITECTURE
Integration Points:
Workflow Configuration: Enhanced with Chimera capabilities
Temporal Coordination: Synchronized with AGI operations
Agent Ecosystem: Extended to support 12,000+ agents
Security Framework: Unified security across platforms
Enhanced Capabilities:
Metacognitive Workflows: Self-improving workflow optimization
AGI-Powered Research: Enhanced web research with AGI insights
Intelligent Orchestration: AI-driven task and agent coordination
Transparent Operations: Complete auditability of all operations
📋 TECHNICAL CONSTRAINTS & REQUIREMENTS
Technology Stack:
GPU Computing: CUDA/ROCm for parallel processing
Containerization: Docker/Kubernetes for deployment
Cryptography: Zero-knowledge proofs for governance
Real-Time Systems: Sub-100ms latency requirements
Compliance Requirements:
Open Standards: A2A, MCP protocol compliance
Security Standards: SOC 2, ISO 27001 compliance
Governance Standards: DAO governance framework
Audit Standards: Complete transaction auditability
Next Phase: Implementation Roadmap with specific milestones and dependencies
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