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Transform material faithfully
I can use AI to transform material I provide without adding invented details, while keeping missing information visible.
Information and sources
What this means
Give AI the source material and the desired format. Limit the answer to that material, then check the output point by point: remove or flag unsupported details and leave gaps open.
Why this matters
Much of AI’s value comes from transformation: turning notes into an action list, a report into a summary, or instructions into questions. Fluent wording can hide an invented owner, date, or promise.
How to recognize this skill
- 01Limit the requested output to the supplied material and ask AI to flag missing information.
- 02Compare the output with the source material point by point.
- 03Remove or flag every detail the material does not support.
- 04Keep missing information visible as a note or question instead of filling it in with a guess.
This does not yet demonstrate the skill
- Asking AI not to invent anything without checking the output.
- Using a summary as is without comparing it with the source material.
Learn this
Guides
- TeachesPrompting next steps — ask, check and improveRefine your request, ask for a visible structure and check the result. This follow-up guide requires no technical skills.
- TeachesUse AI to turn notes into a clear messageTurn unfinished notes into a clear message, ask for a revised version, and finish the text in your own voice.
- TeachesWrite a team status update without invented factsTurn a week of notes into a team update where every name, time and decision comes from the notes and missing information stays visible.
Courses
- Teaches · AssessesAI foundationsLearn to ask AI for a useful draft, keep it within the information you provide, verify an important claim, and compare responses. Then complete one task of your own from start to finish.
- TeachesAI at work: from draft to a repeatable workflowTake one work task from choosing what AI can draft through actions, a repeatable instruction, and a message. Identify where a person makes the decision.
- Teaches · AssessesLearn with AI without outsourcing your thinkingUse AI to study by trying first, retrieving information from memory and checking important claims against their sources.
- Teaches · AssessesWrite and communicate with AITake one message from notes to a draft, a clearer version, versions for different audiences and a checked, easy-to-read text.
Practice
- Guide practice activitySee how AI turns the information you give it into a suggestion
- Guide practice activityPrompting next steps — ask, check and improve
- Guide practice activityUse AI to turn notes into a clear message
- Guide practice activityWrite a team status update without invented facts
- Course lesson · AI foundationsWhy a fluent response can be wrong
- Course lesson · AI foundationsTransform material without inventing details
- Course lesson · AI at work: from draft to a repeatable workflowTurn notes into actions
- Course lesson · Learn with AI without outsourcing your thinkingQuestions from your own material
- Course lesson · Write and communicate with AIQuality check
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