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All About Emergent Behavior in Large Language Models

Emergent behavior is when an LLM suddenly gains new capabilities that were neither explicitly programmed nor visible in smaller versions. These abilities appear non-linearly, they’re absent at small scales and pop up abruptly when the model scales past a threshold.

Think of it like heating water, nothing seems different until it hits exactly 100 °C, then boom, it boils. Similarly, LLMs may suddenly “boil over” with new skills when they reach sufficient size.

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