Verified80% confidenceFactExact time
Emergent ability refers to the phenomenon where, once a model's scale exceeds a certain critical threshold, certain previously absent capabilities suddenly appear and performance undergoes a sharp leap.
7
Sources
80%
Confidence
Long-term
Relevance
7/13/2026
First Seen
Sources
AI Agent Development Learning Path: Four Stages from Zero to Hands-On Projects
bilibiliAgent搭建7/9/2026
Related Claims
UnverifiedWhen model scale exceeds a certain threshold, certain capabilities suddenly jump from near zero to a significant level, rather than growing linearly with parameter count.84% similarUnverifiedGPT-3研究中记录了「涌现能力（Emergent Abilities）」现象：当模型参数规模超过某个临界阈值，性能出现非线性跃升77% similarUnverifiedEmergent capabilities typically begin to manifest after a model's parameter scale breaks through the threshold of billions77% similarUnverifiedIn 2022, researchers from Google Research and Stanford systematically described the phenomenon of emergent abilities for the first time in a paper: when model scale crosses a certain threshold, performance on specific tasks jumps from near-random to significantly above baseline.76% similarUnverified涌现能力指大模型某些能力在特定参数量阈值后突然出现，由Wei et al. 2022年论文系统记录74% similar
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