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This article argues that centralized AI models struggle with dynamic, massive problem spaces, proposing swarm intelligence using lightweight agents and stigmergy as an alternative. It covers algorithms like ACO, PSO, and ABC, notes when they fail, and asks about multi-agent frameworks.