The Verification Loop
Use AI quickly without accepting weak answers blindly.
What you will learn
- Explain the verification loop in clear language.
- Recognise where this concept appears in real work.
- Apply the idea and check the result using a practical activity.
The concept
Good AI work uses a loop: generate, inspect, challenge, verify, and decide. This is especially important for facts, numbers, legal claims, medical claims, and customer-facing decisions.
In plain English
AI can help with homework, but you still check the answer before handing it in.
Work example
Before sending an AI-written market summary, ask for assumptions, missing sources, and possible counterarguments.
Try it yourself
Activity
Take one AI answer and ask: 'What could be wrong here? What should I verify before using this?'
Knowledge check
When should AI output receive the most human review?
- A.When it is short
- B.When it affects customers, money, safety, compliance, or reputation
- C.When it uses bullet points
- D.When it answers quickly
Show answer
B. When it affects customers, money, safety, compliance, or reputation
High-impact work needs stronger review, regardless of how polished the output looks.