Zero-Shot Learning

Friendly Description: Zero-shot learning is when an AI can do a task it has never been specifically shown how to do, just by understanding the request. It's like asking a well-read friend to help with something they've never done before, but their general knowledge is broad enough that they can figure it out. Modern language models are especially good at zero-shot tasks.

Example: Without ever being trained on "haiku writing," an AI can produce a passable haiku the first time you ask, simply because it understands what a haiku is from its general reading. No examples needed in the prompt, that's zero-shot.