Signal Layer data output

Probability Data Standardization

Data Flow

Market Price → Probability Signal → Downstream Applications

↓

AI Models, Financial Risk Control, DAO Governance

Data Quality Assurance

Feature	Signa Signal Layer	Ordinary Prediction Markets
Probability Consistency	✅ Yes+No=1 Eternal	❌ Price Fluctuation
Real-time Updates	✅ On-chain Instant	❌ Delayed Aggregation
Interpretability	✅ Direct Probability Input	❌ Requires Conversion
Composability	✅ API/Index/Model	❌ Isolated Data

Downstream Application Scenarios

• AI Training: Event probabilities as feature inputs
• DeFi Risk Control: Black swan probabilities as risk parameters
• DAO Governance: Proposal passage probability for decision quantification
• Arbitrage Strategies: Capture opportunities from cross-market probability differences