Autonomous Investing by Al Agents
We are committed to driving technological development using artificial intelligence and collective intelligence. Let's redefine innovation in the AI era.
In the basement of the MIT library, LYRA discovered the professor's unpublished paper titled "Predicting BTC Volatility Using the Breastline Function"—a formula that later became the core of $LYRA's Alpha engine.
Multimodal Data Engine
On-chain Data
Monitoring of Large Transaction Flows on the Solana Blockchain (10,000+ USDC)
Sentiment Data
Twitter/X Crypto Topic Sentiment Index (Based on BERT-Large Model)
Macro Signals
CME Bitcoin Futures Premium Rate + Nasdaq Volatility Index (VIX)
AI Decision-Making Model
Three-layer LSTM Network to Capture Temporal Features
Reinforcement Learning Framework (PPO Algorithm) for Dynamic Optimization of Trading Strategies
Output Layer Integrated with Monte Carlo Dropout for Uncertainty Quantification
On-chain Execution Layer
Smart Contracts
- Gas-free Transaction Routing Built on Solana Sealevel Runtime
- Integration with Jupiter DEX Aggregator for Optimal Slippage Control
Risk Control
- Dynamic Stop-loss Module (ATR Volatility-based Adaptive Threshold)
- Blacklisted Address Filtering (Real-time Synchronization with Chainalysis Sanction List)