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Emergent behavior was originally a core concept in complex systems science, referring to new patterns that spontaneously arise at the overall system level after large numbers of individuals interact following simple local rules, and that cannot be directly derived from the behavior of any single individual; typical examples include bird flock formations and ant colony foraging paths.
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10/26/2026
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UnverifiedEmergent behavior originates from complex systems theory and refers to macroscopic patterns that spontaneously arise at the system level—unpredictable at the component level—when a large number of simple components interact according to their own rules.79% similarUnverifiedEmergence is a core concept in complex systems science, referring to properties or behaviors exhibited at the level of the system as a whole that cannot be predicted or reduced through analysis of individual components.71% similarUnverifiedEmergent behavior refers to a model exhibiting new capabilities or behavioral patterns not explicitly specified in the training objective once scale or capability reaches a certain threshold.68% similarUnverifiedSo-called 'emergent' behavior refers to the phenomenon in which such behavior of large language models is not explicitly programmed but naturally appears once scale and data volume reach a certain level.67% similarUnverifiedSelf-organizing learning in artificial neural networks emphasizes local rules and emergent behavior: network units update based on local information and simple interaction rules, and complex global learning behavior spontaneously emerges from local interactions.66% similar
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