Unverified60% confidenceFactExact time
When model scale exceeds a certain threshold, certain capabilities suddenly jump from near zero to a significant level, rather than growing linearly with parameter count.
2
Sources
60%
Confidence
Long-term
Relevance
7/15/2026
First Seen
Sources
Related Claims
VerifiedEmergent 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.84% similarUnverifiedWhen model scale crosses certain thresholds, emergent capabilities not previously present arise (emergent abilities), such as multi-step logical reasoning and complex mathematical computation.74% similarUnverifiedEmergent capabilities typically begin to manifest after a model's parameter scale breaks through the threshold of billions73% similarUnverified模型性能的瓶颈不仅在于参数量，更在于表示的质量，嵌入空间坍缩的模型即使参数再多也无法充分发挥潜力72% 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71% similar
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