AI for QA / Quiz

Zero-Shot, Few-Shot, and When Examples Earn Their Tokens

When a bare instruction is enough and when a couple of worked examples pull the model onto your format and style.

Difficulty
Easy
Format
Quiz
Points
100
Estimate
6 min

// MISSION BRIEF

Your Mission

The cheapest lever in prompting is whether you show examples. This quiz covers zero-shot vs few-shot: what each is, when examples pay for their tokens, and the traps (leaky examples, format drift) that make a "helpful" example backfire.

// FIRST CONTACT

Battle teaser

A zero-shot prompt is one that:

  1. AIncludes exactly one example
  2. BUses no system prompt
  3. CRuns at temperature zero
  4. DGives the instruction with no worked examples, relying on the model's trained ability
Answers, scoring, hints, and the full battle stay sealed.

// SKILL TAGS

prompt-engineeringfew-shotzero-shotai-for-qa