Beginner level · Module 4: Using AI Tools Effectively · Lesson 3 of 3
Checking AI Outputs
Verify facts, figures and sources in AI outputs and decide how much to trust them.
In this lesson you will
- Apply a verification routine to AI outputs
- Decide when AI should not be used
Key concepts
verificationsources and citationsnumbers and datesappropriate trust
The lesson
Check every important fact, number, date, name and citation against a trusted source. AI tools can invent references that look real.
Read summaries against the original for key points, and translations with someone fluent. The more important the decision, the stronger the check needed.
Do not use AI where errors could cause serious harm and checking is not possible, such as giving medical dosages or legal advice to the public without expert review.
Step by step
- Pick an AI answer containing facts and figures.
- Check each against a trusted source.
- Record what was correct, wrong or unverifiable.
- Decide whether AI was appropriate for the task.
Practice activity
Write verification notes for every output in the practical activity.
Expected result: Verification notes that identify errors and justify trust levels.
Check your understanding
-
What must be checked in AI outputs?
Show answer
Facts, numbers, dates, names and citations.
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When should AI not be used?
Show answer
When errors could cause serious harm and checking is not possible.
Taught live by an instructor — online or in person. Free course lessons are for self-study and do not lead to a certificate — see registration options.