Few-Shot Prompting in Production: Count and Example Selection

1Key Takeaways

• Originally published on AI Tech Connect .
• What you need to know Few-shot prompting — pasting a handful of worked examples into a prompt before asking the model to handle a new case — is one of the oldest tricks in the prompt-engineering toolbox, and it remains one of the most reliably useful.
• It is also one of the most sloppily implemented.
• Most production prompts ship with either too many examples dragged in from an early experiment and never revisited, or too few, chosen at random from….