Understanding the Dynamics of the AI Ecosystem with Pace Layers

Jul 3, 2026 AI CULTURE SPEED FRAMEWORKS Understanding the Dynamics of the AI Ecosystem with Pace Layers When a sector goes too fast, it loses support Without a doubt, the pace of the AI ecosystem is dizzying. Just processing it all is difficult enough. Scaffolding it, finding themes, and understanding the shape of it is nearly impossible. Recently, Mike Migurski introduced me to Stewart Brand’s Pace Layers, a framework for organizing fields and categories by how fast they change. Brand writes: Consider the differently paced components to be layers. Each layer is functionally different from the others and operates somewhat independently, but each layer influences and responds to the layers closest to it in a way that makes the whole system resilient.

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