This quiz covers the core ideas from all eight chapters. Take your time with each question.
Your turn
A model produces different outputs when you change 'summarise this article' to 'write a summary of this article'. What is the most likely cause?
Your turn
You want the model to return a JSON object with specific field names. Which approach is most reliable?
Your turn
You are writing a few-shot prompt for a classification task. Which of these example sets is best?
Your turn
What is the main risk of a long prompt chain?
Your turn
When does chain-of-thought prompting help most?
Your turn
A prompt works well on your test inputs but fails on inputs with slightly different phrasing in production. What is the most likely diagnosis?
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