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Simulation run on this device. Scenario values are not sent anywhere — the engine is fully local.

ai simulation · free

Embedding Galaxy

Fly through a projected embedding space and stress-test your distance intuition.

What does 'nearest' mean in 1536 dimensions?

Engine 1.0.0 · simulation
321536
6
0.25
Silhouette (toy)
0.40
Cluster cohesion
0.73
Separation
0.64
NN ambiguity
low

Space is structured enough to stress-test intended relations with a few probes.

384-d · 6 clusters · noise 0.25

Method

  • Silhouette-ish cohesion/separation from dims, cluster count, and noise — nearest-neighbor ambiguity follows.
  • Numbers are teaching approximations, not production capacity guarantees.