# Checking AI Output

This track explains why confident AI output still needs checking and how to decide what needs verification.

## Outcome

By the end of this track, you should be able to separate useful drafts from unsupported claims.

## Concepts

- [Hallucinations](https://www.aifluencyforwork.com/concepts/hallucinations.html): When AI sounds confident but gets it wrong.
- [Verification](https://www.aifluencyforwork.com/concepts/verification.html): How to check AI before you trust it.
- [RAG](https://www.aifluencyforwork.com/concepts/rag.html): AI with the right folder open.