Key points

AI's real exponential shift lies in machine-to-machine interactions, not model size or speed.

Culture and systems may emerge from statistical convergence, not human design.

Civilization is increasingly shifting from individual systems to a web of dynamic interconnections.

Society’s next great acceleration isn’t driven by faster chips or bigger models, it’s emerging from the mesh of interactions between humans, machines, agents and systems. This is the "other exponential curve" we might be overlooking.

For decades, Moore’s Law gave us a reliable story that faster chips, smaller transistors, exponential progress—was contained within the device. But the exponential we now face doesn’t live inside the machine, it lives between them. And now, we’ve entered a new phase of compl

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