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What is Emergent?

A plain-English explanation of Emergent (Emergent Capabilities) — what it means, why it matters, and how it is used in AI.

Emergent
Emergent Capabilities
Emergent capabilities are abilities that appear in large AI models but are not present in smaller versions — they seem to arise unpredictably from scale alone.
"GPT-3 displayed in-context learning which was not present in GPT-2 and was not explicitly trained for."

Also known as: Emergent abilities, emergent properties, phase transition

ScalingAGI

Why does Emergent matter?

Emergent capabilities make predicting AI model behaviour difficult and are central to debates about AI safety.

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