Spooky training quirk: emergence always shows up at step 13, no matter the setup

cephaloform · x · 2026-09-27

A developer reports a counterintuitive observation: no matter how they tweak parameters, optimizers, or algorithms, the "emergence" moment — sparks, nucleation, the jump from random to intelligence — always happens at step 13 of training. The post invites discussion on whether such fixed-step emergence is reproducible and what mechanism could explain it.

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