Zero Shot

Flashcard: what does zero-shot prompting mean and what makes it work at all?

Flashcard: what is few shot prompting and what does the 'few' actually refer to?

You're prompting GPT-5.5 for English-to-Spanish translation. The zero-shot version works fine. When would adding few-shot examples reliably outperform the zero-shot prompt?