AI Augmentation Layer

The AI module permeates all layers of the system — from data processing to risk monitoring.

1 Market Signal Analysis

• Utilizes LLM + Graph Embedding technologies to aggregate event signals from news, social media, and on-chain data;

• Employs Reinforcement Learning (RLHF) to train intelligent agents for price prediction;

• Provides market participants with a callable “Predictive Signal API.”

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2 Intelligent Market-Making Algorithms

• AI dynamically adjusts AMM parameters based on historical trades and capital flows;

• Detects abnormal price fluctuations and automatically executes hedging operations;

• Achieves a quasi-institutional self-learning market-making system.

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3 Risk and Fraud Monitoring

• Uses Anomaly Detection Models to monitor wallet behaviors;

• Flags suspicious transactions and triggers risk-control contracts;

• Integrates with the zk-Audit module to generate on-chain verifiable risk reports.