Nawal AI

Nawal AI is the native intelligence layer for BelizeChain — a 100% sovereign federated learning system.

Highlights

• NawalTransformer — a pure sovereign transformer architecture
• Federated learning via the Flower framework with differential privacy
• Genome evolution for model adaptation
• PoUW integration — useful AI work counts toward consensus

Getting Started

Clone the repository and install it in editable mode:

git clone https://github.com/BelizeChain/nawal-ai.git
cd nawal-ai
pip install -e .

Explore

• Overview
• Federated Learning
• Genome System