Emergence Calculus
Emergence Calculus
Ioannis Tsiokos
Two embeddings, two roles
8 minutes Posted May 1, 2026 at 12:00 am.
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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.