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Overview

The core AI engine runs in this layer, optimizing every trade by selecting the best liquidity pools, predicting market trends, and ensuring security compliance.

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Key AI Models

  • AI Smart Order Routing (SOR) – Selects the best swap path using Deep Q-Networks (DQN).
  • AI Liquidity Optimization – Predicts high-liquidity pools with Markov Decision Process (MDP) + LSTM.
  • AI Conversational Trading Assistant – AI chatbot powered by GPT-4 + LangChain.

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