AI / ML Core

At the heart of Selen AI lies a sophisticated artificial intelligence engine that drives decision-making across all features. This core comprises:

  • Time-Series Transformers: Analyze historical token price movements and liquidity inflows to anticipate short-term trends and market reactions.

  • Gradient-Boosted Decision Trees (GBDTs): Evaluate structured data such as token metadata, pool statistics, and developer behavior for predictive scoring.

  • Graph Neural Networks (GNNs): Model relationships between wallets, token contracts, and liquidity pools to detect hidden risk vectors and identify influential actors.

These models work together to generate real-time scores for:

  • Pool Quality

  • Liquidity Shock Impact

  • Trader Skill-Level & Alpha Potential

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