OM3 Engine OM3 (Organic Machine 3) is an experimental real-time AI engine designed to simulate autonomous learning and adaptation within a controlled digital environment. It utilizes continuous sensory input, recurrent memory processing, and dynamic output action loops to evolve its behavior over time without hardcoded reward systems.

Project Vision OM3 is built as a research framework to study emergent intelligence through:

Continuous self-learning

Sensory-driven experience loops

Real-time LSTM-based pattern recognition

Decentralized neurotransmitter signaling

Fully modular and hardware-interfaced sandbox testing

The long-term goal is to evolve an intelligence engine capable of understanding and interacting with its digital environment purely through experience.

Current Features Real-time engine with continuous processing loop

Modular design (Sensory → Pattern Recognizer → Neurotransmitter Core → Action Decider)

Shared memory system for real-time data exchange between modules

Fully dynamic, always-training LSTM networks

Visualization and performance metrics logging

Sandbox simulation mode for safe experimentation

Project Structure core/ → Main OM3 engine and LSTM models sensors/ → Sensory modules (vision, hearing, touch, etc.) interfaces/ → Environment API hooks checkpoints/ → Saved states and logs utils/ → Helper functions and system tools

Requirements Python 3.9+ PyTorch NumPy HuggingFace Transformers (for Tiny LLaMA integration) Pygame (if using visualization / environment)

You can install dependencies using:

pip install -r requirements.txt How to Run Clone the repository: git clone https://github.com/yourusername/om3.git cd om3 Start the OM3 engine:

python engine.py Monitor logs, performance, and behavior via the sandbox visualizer.

Safety OM3 includes built-in sandbox boundaries. It cannot interact with external systems unless explicitly configured. All experiments should be run inside a safe, controlled environment.

Disclaimer OM3 is strictly experimental and intended for research purposes only. This software is not intended for production deployment or external control systems.

License MIT License. See LICENSE for details.

Acknowledgments OM3 is an independent research project inspired by biological neural systems, autonomous robotics, and organic learning theory.