# Emergent Capabilities: Are 'Sudden' Abilities Real or Measurement Artifacts?

> Source: https://sukruyusufkaya.com/en/learn/llm-muhendisligi/emergent-capabilities-mirage-gercek
> Updated: 2026-05-13T13:00:25.089Z
> Category: LLM Mühendisliği
> Module: Module 4: The Mental Model of LLMs
**TLDR:** GPT-3 paper's 'emergent abilities' claim, Wei 2022's systematic study, Schaeffer 2023's 'Are Emergent Abilities a Mirage?' challenge. Threshold effects, metric design, smooth vs discontinuous capabilities. Which abilities are truly emergent, which are measurement artifacts?