§ Recursive self-improvement

The meta-civilization loop.

Six edges, ruthlessly simple. Each turn tightens the feedback. The species starts iterating on itself the way a software product team iterates on a roadmap.

META-CIVILIZATION元文明1. Civilization2. Creates AI3. AI models civilization4. Civilization optimizes itself5. More powerful AI6. Deeper modeling
What changes

Older progress required a generational cycle: invent a thing, watch it diffuse, observe its effects, write down what happened, hand the lesson to the next generation. The recursive turn compresses generational cycles into compute cycles. The loop runs at machine speed.

What this requires

When the optimization moves at machine speed, the residue of which humans are in the loop becomes operationally important. Boards, regulators, parliaments operate on quarterly to multi-year cycles. The loop is shorter. Either institutions speed up, or institutions become commentary.