SwarmEvolve Presentations

Evolutionary Code Development through LLM-guided Co-evolution

M25: Code Evolution in the Wild

📅 May 2026 ⏱️ 15 minutes 🎯 General Tech Audience

From Intelligent Design to Natural Selection

Explore how a simple baseline drone swarm defeated a 100-generation champion through co-evolutionary pressure. Discover the Red Queen Effect, punctuated equilibrium, and emergent tactical innovations that emerged from LLM-guided evolution. Features 17 data visualizations, interactive full-screen graphs, and a compelling David vs Goliath narrative.

Key Topics: Co-evolution dynamics, fitness reversal, Formation Spread breakthrough, Team A local optimum trap, learning acceleration (35% faster), interpretable AI

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