AI 101

Emergent ability

Also known as: emergence · emergent capabilities

Basics

An emergent ability is a skill that pops into existence once a model gets big enough — absent (or nearly so) in smaller models. Multi-step reasoning and reliable in-context learning are the classic examples.

It’s “emergent” because it doesn’t scale smoothly with size; it appears past a threshold.

  • Small model: can’t chain three steps of logic.
  • Big model: does it reliably.

Why it matters: emergence is one reason "bigger" felt so magical — some capabilities are simply *unavailable* below a certain size, not just weaker.