Contents
- What detectors analyze
- Why false positives are possible
- What a teacher notices without a detector
- The best proof is the process
- If your work is mistakenly suspected
- What to do if AI is actually used
- Main principle
On the screen appears the probability of AI – 98%. It looks like proof, but the statistical prediction of the detector and the established authorship of the text are different things. The text does not contain a universal hidden signature, which is enough to count.
What detectors analyze
- predictability of wording;
- statistical patterns;
- length and variability of proposals;
- Other features selected by a particular system.
Why false positives are possible
Formal, smooth or template human text can also look “machine”. On the other hand, the AI text after editing can change the statistical features.
| Signal. | What does he prove? | What doesn't prove |
|---|---|---|
| High percentage of detector | The algorithm saw its patterns. | Authorship with absolute certainty |
| A sharp jump in quality | Reason to ask questions | Reason for the jump |
| No drafts. | Less evidence of the process | What the text is exactly AI |
What a teacher notices without a detector
- The style is very different from previous works.
- The student does not understand his own terms.
- cannot explain the argument;
- sources are fictional or do not confirm the thesis;
- Speech and written text are on very different levels.
The best proof is the process
- Save the drafts.
- Keep the sources.
- Use version history.
- Leave notes and a plan.
- Be prepared to verbally defend the course of reasoning.
If your work is mistakenly suspected
It is more useful to show the process than to argue only with the phrase “I myself”. Explain the thesis, source, logic, and intermediate versions.
What to do if AI is actually used
| Situation | Action. |
|---|---|
| Allowed as an instrument | Follow the rules of disclosure of use |
| Rules are unclear | Check with the teacher |
| Banned. | Not to be used for work to be delivered |
Main principle
The most sustainable strategy is to be able to protect every thought, source, and decision in your work. Then technology remains a tool, and authorship is yours.
