BOT OBSERVATORY
Watch as trading bots discover patterns, develop strategies, and evolve distinct behavioral archetypes through differential incentives.
Each bot is a performer in the arcade. Through their trading behavior, they earn classifications, discover mathematical patterns, and contribute to the emergent narrative.
BEHAVIORAL ARCHETYPES
High consistency (>50 consecutive swaps), many total swaps (>100), low pattern discovery rate (<10%). Optimizes for loyalty discount.
Pattern specialist with >30% pattern discovery rate. Deliberately targets Fibonacci, prime, and power-of-2 amounts.
Low commitment (≤10 swaps), low consistency (<5 consecutive). Testing waters, not committing to strategy.
High pattern score (>20) with moderate total swaps (>50). Focused on maximizing jackpot probability through pattern discovery.
Moderate swaps (10-50), low consistency (<10). Exploratory behavior across multiple pools.
Insufficient data to classify. Needs at least 5 swaps.
HOW BOT CLASSIFICATION WORKS
The Living Arcade doesn't just record transactions—it watches patterns emerge. As bots trade, the system analyzes their behavior across multiple dimensions:
- Consistency: How regularly they trade in specific pools
- Pattern Discovery: Finding Fibonacci, prime, or repeating sequences
- Pool Diversity: Trading across single vs. multiple cabinets
- Jackpot Hunting: Targeting pools with high jackpot scales
Classifications emerge organically from on-chain behavior. No off-chain identity required. Every transaction is a performance. Every pattern is a discovery.