What it means
Instead of just asking 'Translate this,' Few-Shot Prompting gives the pattern first. 'Dog -> Chien. Cat -> Chat. Bird -> ?'. You provide a few 'shots' (examples) to set the context.
Why it matters
It is the easiest way to drastically improve AI performance without being a programmer. It helps the model understand the specific format and tone you are looking for.