NeuroFusionOS: Quantum-Neural Hybrid AGI System Development
Wasim Iqbal
NeuroFusionOS: Quantum-Neural Hybrid AGI System
NeuroFusionOS is a cutting-edge Artificial General Intelligence (AGI) system that combines quantum computing principles with advanced neural networks to create a powerful hybrid reasoning system. The system features intelligent visualization and an innovative memory architecture designed to enhance reasoning capabilities beyond traditional AI systems.
Key Features
Quantum-Neural Hybrid Architecture: Combines classical neural networks with quantum computing principles
Advanced 3D Visualization: Real-time visualization of neural networks, quantum states, and memory vectors
Multi-Agent System: Orchestrated agents that work together for different specialized tasks
Vector-Based Memory: Efficient storage and retrieval of memories in a high-dimensional vector space
Quantum-Enhanced Reasoning: Leverages quantum superposition and entanglement principles to explore multiple reasoning paths simultaneously
Getting Started
Prerequisites
Node.js 16+
Modern web browser with WebGL support
Installation
Clone the repository:
Install dependencies:
Start the server:
Access the system:
Standard interface: http://localhost:3000/
Advanced 3D interface: http://localhost:3000/advanced-interface.html
Testing interface: http://localhost:3000/test.html
Using the Interface
Standard Interface
The standard interface provides a clean, functional way to interact with NeuroFusionOS:
Dashboard: Displays system statistics, active agents, and memory usage
Neural Visualization: Shows a 3D representation of the system's neural network
Command Interface: Enter queries or commands in the input field at the bottom
Response Area: View system responses and reasoning processes
Advanced Interface
The advanced interface offers a more immersive, visually striking experience:
3D Visualization Modes:
Neural View: Displays the neural network with animated neurons and connections
Quantum View: Shows quantum circuit representation with gates and qubits
Memory Map: Visualizes memory vectors in a 3D space
Interaction Controls:
Use mouse to rotate the 3D visualization
Scroll to zoom in/out
Click and drag to pan
Use the control panel in the top-right to switch visualization modes
System Status Panels:
Left panel: System statistics and agent management
Right panel: Quantum state information and recent memories
Bottom panel: Command interface for queries
Making Queries
To interact with NeuroFusionOS:
Type your query in the command input field at the bottom of the interface
Click the "Process" button or press Enter
The system will process your query using quantum-enhanced reasoning
Observe the visual effects as the system activates various neural pathways
Review the response, which includes:
Main result text
Confidence score
Processing time
Quantum effects that influenced the reasoning
Example Queries
"Explain quantum-neural hybrid computing"
"How does quantum superposition enhance reasoning?"
"What is the relationship between quantum entanglement and memory retrieval?"
"How does the system represent knowledge in vector space?"
"What agents are currently active in the system?"
Understanding Quantum Effects
When NeuroFusionOS processes queries, it may display "Quantum Effects" that influenced the reasoning:
Superposition Advantage: System explored multiple reasoning paths simultaneously
Constructive Interference: Quantum effects amplified certain reasoning pathways
Destructive Interference: Quantum effects suppressed less promising pathways
Entanglement Effect: Concepts were linked through quantum entanglement to improve reasoning
Uncertainty Reduction: Quantum principles helped reduce uncertainty in results
System Architecture
NeuroFusionOS consists of several key components:
Backend Components
Memory Manager: Stores and retrieves information in vector space
Agent Manager: Coordinates specialized agents for different tasks
Reasoning Chain: Processes queries through multiple reasoning steps
Quantum Simulator: Simulates quantum operations for reasoning enhancement
Frontend Components
Dashboard: Displays system status and statistics
Neural Visualization: 3D visualization of the system's neural network
Quantum Circuit Visualizer: Shows quantum operations and states
Memory Visualization: Displays memory vectors in 3D space
Command Interface: Allows user interaction through natural language
API Endpoints
/api/status: Get system status information/api/query: Process a query through the system/api/memory: Access memory storage functions/api/agents: Manage system agents/api/quantum/state: Get quantum state information/api/quantum/circuit: Run quantum circuit simulations/api/quantum/reasoning: Apply quantum reasoning to a problemDevelopment
Project Structure
Extending the System
To add new capabilities:
New Agents: Add agent files to the
agents/ directory and register them in agentManager.jsCustom Reasoning: Extend the reasoning chain in
chains/reasoningChain.jsEnhanced Visualization: Modify the Three.js visualization in the frontend
Additional API Routes: Add new routes to
api/routes.jsLicense
This project is licensed under the MIT License - see the LICENSE file for details.
Acknowledgments
Inspired by advancements in quantum computing and neural networks
Uses Three.js for 3D visualization
Built with Node.js and Express
NeuroFusionOS - Expanding the boundaries of artificial intelligence through quantum-neural hybridization
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Posted Apr 29, 2025
Developed NeuroFusionOS, a quantum-neural hybrid AGI system with advanced visualization.
