Selen AI
  • Executive Summary
  • Introduction
    • Background & Motivation
  • Market Opportunity
  • Problem Statement
    • Fragmented Capabilities Across Platforms
  • Lack of AI-Driven Risk Intelligence
  • Poor Usability and Compliance Standards
  • Selen AI Architecture
    • AI / ML Core
  • Data Layers & Connectors
  • Execution Layer
  • Security Mesh
  • Feature Suite
    • Volume-Sniping Engine
  • New-Token Sniper — AI Pattern Recognition
  • Zeta-Market Perpetual Copy-Trading
  • Volume-Booster (AI-Optimised Market Making)
  • AI Pools-Filter for Liquidity Provision
  • Risk Engine & Portfolio Orchestration
  • Automated Buys & Sells
  • Low Funds Detection
  • Security, Compliance & Data-Governance
    • Key Management
  • Access Control
  • Data Security
  • Compliance Toolkit
  • System Monitoring
  • Token Utility & Economic Design
    • Token Utility
  • Roadmap
    • Phase 1: Launch (v 1.0)
  • Phase 2: Expansion & AI Enhancements
  • Phase 3: Multi-Chain Expansion & Advanced Features
  • Phase 4: Customization & Community Governance
  • Links
  • CONCLUSION
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AI Pools-Filter for Liquidity Provision

Designed for passive investors seeking steady returns without chasing every high-risk farm, Selen AI’s Pools-Filter intelligently curates the best liquidity opportunities:

  • APR Forecasting: LSTM-based models predict future yield by analyzing fee flow trends and impermanent loss exposure, providing more stable and realistic return expectations.

  • Smart-Contract Risk Scoring: Combines static code analysis with behavioral anomaly detection to flag threats like proxy upgrades, honeypots, or rug-pull indicators.

  • Capital Allocation Planner: Dynamically recommends how to distribute capital across top-rated pools to optimize for risk-adjusted yield—maximizing returns without overexposure.

This tool transforms DeFi farming into a guided, data-driven process—ideal for users who want passive gains with active protection.

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Last updated 12 days ago