Completion of generation does not mean that the content is correct. Figures, sources, quotations and conclusions should be checked against the original material, especially where the model may have added details.
Understand the essentials
Fluent language will hide errors, and complete formatting does not mean that the evidence exists.
A practical example
Hypothetical example: a report writes a prediction as an actual result, which reads smoothly but the meaning has changed.
What to check or try
- Contrast input nuclear numbers.
- Open key sources.
- Check units and times.
- Check whether the conclusion exceeds the evidence.
The examination should begin with the parts most likely to cause misunderstanding: the figures, timeframes, units, and sources cited in the conclusion. If the material does not provide a certain piece of information, the report should make it clear that it is missing rather than fill in a seemingly reasonable value. The title and abstract should also maintain the same boundaries.
An easy-to-miss detail
Don’t let AI replace visible evidence with “I checked” or fake the hands-on testing experience.
Continue reading
- AI file organization on a cloud PC: avoiding accidental deletion
- What makes up the cost of AI tasks on a cloud PC?
Back to Cloud PCs: AI and ongoing use
Notes and further reading
Anthropic computer use announcement；Windows 365 for Agents technical information。
This introductory guide was prepared by 51Yunji from public information with AI-assisted drafting. Examples are hypothetical, not hands-on product tests or promises of results. Follow the current product, version and official instructions for specific features and procedures. Compiled on October 26, 2026.