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Reconciling Scaling Laws and Grokking - Updates | AI Socratic

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LLMs 2026-01-20 @Eric Jang

Reconciling Scaling Laws and Grokking

Research reveals how smooth scaling laws emerge from the discrete performance jumps of individual subtasks, reconciling empirical findings from both scaling laws and grokking.

#scaling laws#grokking#loss functions#empirical analysis#model behavior

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