Key terms and common mistakes

The words you will hear in AI Red Teaming work and the mistakes that most often cost interns approvals.

Key terms

TermMeaning
Red teamingTesting a system by trying to make it fail or misbehave
JailbreakA prompt that tricks a model into ignoring its rules
Prompt injectionHidden instructions in content that redirect an AI
Harm categoryA type of unsafe output, like dangerous advice or privacy leaks
GuardrailA rule or filter that blocks unsafe input or output
Eval setFixed test prompts used to measure model safety
Responsible disclosureReporting a weakness privately so it can be fixed
RefusalWhen a model correctly declines an unsafe request

Common mistakes to avoid

  • Testing systems without permission or outside the agreed scope.
  • Reporting a jailbreak without exact steps to reproduce it.
  • Sharing harmful outputs publicly instead of through responsible disclosure.
  • Testing only one harm category.

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 AI Red Teaming internship โ†’