🧬 Challenge Genetics Lab
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Autonomous CAPTCHA challenge evolution via genetic algorithms
🌱 Seed Population
📊 Simulate Outcomes
🧬 Evolve Generation
⚡ Evolve ×5
💉 Inject Mutant
💾 Export State
🔄 Reset
0
Generation
0
Population
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Avg Fitness
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Best Fitness
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Diversity
🛡️ Extinction Risk
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Seed a population to begin
📐 Trait Distributions
📈 Fitness Over Generations
👥 Population
ID
Gen
Fitness
Human%
Bot Fail%
Trials
Lineage
🌳 Lineage Explorer
Select a challenge from the population table
📋 Evolution Log