Key terms and common mistakes

The words you will hear in Generative AI & Prompt Engineering work and the mistakes that most often cost interns approvals.

Key terms

TermMeaning
Generative AIAI that creates new content
Next-token predictionCore LLM task
PromptInstructions given to an AI
Zero-shotNo examples given
Code generationAI writing code
Image promptDescription for image generation
API keySecret credential for API access
RAGRetrieval-Augmented Generation

Common mistakes to avoid

  • Changing several parts of a prompt at once, so you cannot tell what helped.
  • Not testing a prompt on enough different inputs.
  • Accepting confident but wrong facts in model answers.
  • Putting secrets or personal data into prompts.

Want to go deeper? The free Generative AI & Prompt Engineering learning path has short modules, games and a certificate for each module.

โ† Submitting tasks and earning your certificateApply for the Generative AI & Prompt Engineering internship โ†’