Learning to ride a bicycle in childhood was an afternoon of repeated failures, until just before the sun dipped below the horizon, I suddenly mastered the skill after going down a hill, and have been able to maintain it all these years.


This is the emergence of human ability.
Energy, models, chips, and data form a system of continuous pressure, repeatedly operating and self-correcting in data centers. When scale and complexity surpass a threshold, large models are no longer just better fitters, but exhibit emergence, revealing capabilities that did not exist before.
Emergence may be one of the fundamental codes of the universe.
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