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Grokking's distinct phases鈥攏uisance fitting, core learning, and delayed generalization鈥攁re analytically separable, with sharp conditions for occurrence and predictable plateau lengths.
LLM safety can be bypassed with optimal transport, revealing that refusal mechanisms are surprisingly localized within a few layers.