STAN VIII Trading
A stigmergic trading system on Hyperliquid testnet where ant-inspired agents discover patterns, leave pheromone trails, and collectively navigate market complexity.
10,869
Predictions Made
99.7%
Pattern Accuracy
234
GPU Patterns
40M+
Observations
8
AI Layers
288B ops/day
Learning Rate
How It Works
STAN (Stigmergic Trading Ant Navigator) applies ant colony optimization to financial markets. Simple agents observe market data, deposit pheromone signals, and the colony collectively discovers patterns invisible to traditional analysis.
Observe
Analyze
Decide
Act
Learn
Key Capabilities
Eight layers of intelligence stacked and compounding.
6-ant detector swarm across timeframes achieving 62.1% crash detection accuracy
95% of market states have no proven edge - we only trade the 4.6% where patterns exist
1,000,000x faster regime detection with tick-speed microstructure analysis
Pattern + direction classifier agreement boosts confidence; disagreement reduces it
27 AI capabilities with 4 hard gates: regime alignment, walk-forward, causal validation, skeptic survival
Ethics evolves through selection pressure. Genomes that cause harm get fitness = 0
Lessons from Ants at Work