Roadmap
This document outlines the development roadmap for Equilink, focusing on our proprietary AI models and platform development across multiple phases.
Foundation
Core platform architecture
Basic blockchain integration (ETH, Solana)
Initial AI model training pipeline
Base market analysis capabilities
AI Models - Generation 1
EquiPredict: Market prediction model
Price movement prediction
Volume analysis
Basic pattern recognition
EquiSent: Sentiment analysis model
Social media sentiment processing
News impact analysis
Basic market sentiment correlation
AI Model Development
EquiCore: Advanced reasoning model
Multi-chain data processing
Complex pattern recognition
Strategic decision making
Real-time adaptation capabilities
Model Training Infrastructure
Distributed training pipeline
Enhanced data collection systems
Model validation framework
Performance benchmarking system
Timeline
April 2024: EquiCore alpha release
May 2024: Training infrastructure
June 2024: Beta testing and optimization
New Model Development
EquiTrade: Advanced trading model
Multi-token correlation analysis
Market impact prediction
Slippage optimization
Risk-adjusted position sizing
EquiRisk: Risk assessment model
Protocol risk analysis
Smart contract vulnerability detection
Market manipulation detection
Systemic risk assessment
Integration & Optimization
Model interaction framework
Real-time model switching
Resource optimization
Performance monitoring
Timeline
July 2024: EquiTrade launch
August 2024: EquiRisk deployment
September 2024: Integration completion
AI Model Evolution
EquiStrategy: Portfolio strategy model
Dynamic strategy generation
Market regime detection
Multi-timeframe optimization
Adaptive position management
EquiSocial: Enhanced social intelligence
Deep sentiment understanding
Trend prediction
Community behavior analysis
Influence mapping
System Improvements
Advanced model orchestration
Real-time learning capabilities
Enhanced decision validation
Performance optimization
Timeline
October 2024: EquiStrategy release
November 2024: EquiSocial launch
December 2024: System integration
New Model Development
EquiMacro: Macro analysis model
Global economic impact analysis
Cross-market correlation
Regulatory impact prediction
Economic indicator processing
EquiOptimize: System optimization model
Gas optimization
Route optimization
Execution timing optimization
Resource allocation
Framework Enhancement
Model marketplace development
Custom model training tools
Advanced analytics dashboard
Performance monitoring suite
Timeline
January 2025: EquiMacro deployment
February 2025: EquiOptimize launch
March 2025: Ecosystem completion
Planned Features
Quantum-resistant model architecture
Zero-knowledge proof integration
Cross-chain AI optimization
Decentralized model training
Research Areas
Advanced probabilistic models
Reinforcement learning in DeFi
Causal inference in market analysis
Privacy-preserving AI techniques
AI Performance
Sub-second inference time
99.9% model availability
<1% error rate in predictions
Real-time model updates
System Scalability
Support for 100+ chains
1000+ TPS processing
Global model distribution
Instant model switching
Security
Quantum-resistant algorithms
Multi-layer validation
Advanced threat detection
Real-time risk assessment
Developer Tools
Model development SDK
Custom training pipelines
Integration frameworks
Testing environments
Documentation
Comprehensive API docs
Model architecture guides
Integration tutorials
Best practices
Technical Metrics
Model accuracy rates
Response time improvements
System uptime
Resource efficiency
Business Metrics
User adoption rates
Transaction volume
Portfolio performance
Community growth
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