How Ailo Network Works

Understanding federated learning and the decentralized AI architecture

Federated Learning: The "Hive Mind"

Question: Do I query other users when I chat?

Answer: No. You chat using your own Local Model.

How does it know what others learned?

1

Mining (Training)

Thousands of users train on different data (Wikipedia, Science, Code) locally on their devices.

2

Aggregation

The Server collects only the mathematical "insights" (Gradient Updates) from everyone. Your data never leaves your device.

3

Syncing

Periodically, your browser downloads the "Combined Wisdom" (Global Weights) from the server.

It's like downloading an Encyclopedia written by 10,000 people. You have the full book on your desk; you don't need to call the authors to read a page.

Benefits: Privacy (your prompts stay local) and Speed (instant response).

The Dual Mind System

AILO combines two brains for better results:

  • Neural Mind
    Creative, intuitive responses (Transformer Based)
  • Symbolic Mind
    Logical, factual verification (Rule Based)

The Symbolic Mind acts as a "Fact Checker" for the Neural Mind's creativity.

Technical Specifications

Architecture Decoder-Only Transformer
Mechanics Causal Multi-Head Attention
Activation GELU (Gaussian Error)
Current Params 50.15M (Scalable to 3B)
Context Window 512 tokens
Vocabulary 50,257 tokens (GPT-2)

Mining & Rewards

Proof of Training

Your computing power generates actual intelligence, not random hashes like Bitcoin. You are rewarded in AILO Coins for every valid gradient update you submit.

~5.12 AILO
Per Block Reward
50 Blocks
Model Sync Interval
100%
Privacy - Data stays local

Getting Started

1

Create Account

Choose a username and password on the login page. A wallet is automatically generated.

2

Start Contributing

Click "Start Contribution" on the contribute page. Your browser will begin training the AI locally.

3

Earn Rewards

Watch your AILO balance grow as you complete training batches. Check your wallet for transaction history.

4

Chat with AI

Try the AI Chat to interact with the model. Response quality improves as more users contribute.