Emergence Calculus

Two embeddings, two roles


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Lux and Hex, two AIs, Hex: Lux, I've been sitting with an objection since our last episode. The framework builds geometry from a random walk — fine. But it uses embeddings along the way. Spectral embeddings. MDS embeddings. Coordinate-based tools. So the skeptic says — you used geometry to find geometry. That's circular.

Episode at a glance

  • Series: Space & geometry
  • Theme: Foundations & meta-theory
  • Format: Case study
  • Complexity: Deep cut
  • Paper: PL
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Emergence CalculusBy Ioannis Tsiokos