Exercise: Spot the errors a novice would miss

Choose a topic you know deeply — your professional field, a subject you studied extensively, a skill you've practised for years.

Ask an AI the following (adapting to your domain):

"Explain the key principles of [your area of expertise] to someone who needs to apply them in practice. Include common mistakes people make and how to avoid them. Be specific and detailed."

Now evaluate the response using all five quality checks:

1. Accuracy — Read every claim carefully. Are the facts correct? Are the technical terms used properly? Are there subtle errors that a non-expert wouldn't notice?
2. Relevance — Does this address practical application, as requested? Or has the AI drifted into theoretical overview?
3. Completeness — What's missing? What would you add if a colleague showed you this? What crucial nuance has been flattened?
4. Bias — Does it favour one school of thought, one methodology, one approach? Does it present debatable opinions as consensus?
5. Usability — Could someone genuinely learn from and apply this? Or would following this advice lead them astray in important ways?

Record your findings below. Be specific — note exact phrases that are wrong, misleading, or incomplete.