AI can organise documents and prepare questions, but a summary does not replace source material. Keep the passages supporting each claim and separate what the documents say from deductions. For learning, alternate explanations, exercises and checks. For research, first define the question you need to answer.
What you will solve
Learn a skill with an AI tutor
Practical workflow
- Prepare a real project example and a working copy. Specify the audience, format, limits and person responsible for reviewing the result.
- Choose a specific project skill and prepare an initial test. Request a short explanation, an exercise with new data and feedback explaining the errors.
- Review the draft against the original material. Correct it and save an identifiable version before sharing.
AI working prompt
Work with this material: [example]. Task: [task defined in the workflow]. Separate suggestions from verified facts. Flag missing information and return an editable draft, explaining the changes.
How to check the result
Repeat the test without assistance. If you can only solve the example you have already seen, change the exercises before moving on. Record preparation time and necessary corrections. Compare with the previous process before rolling it out to the whole team.