What this page covers
Explain the historical study scope; discuss language fairness carefully; avoid universal current-product claims
Use this as a starting point. It does not state your institution's rules, and it does not promise a grade or a detector result.
Related articles
Related reading: Ai detector short text limitations, Ai detector model updates.
Read them for the neighbouring questions. Each page stays within its own topic.
Sources to check
Start with these sources: https://hai.stanford.edu/news/ai-detectors-biased-against-non-native-english-writers https://link.springer.com/article/10.1007/s40979-023-00146-z.
Recheck each source against the current page. A listed URL does not confirm every claim on this guide.
Frequently asked questions
What should I use What Research Says About AI Detection and Non-Native English for?
Use it to: Explain the historical study scope; discuss language fairness carefully; avoid universal current-product claims
Does an AI detector score prove who wrote the work?
No. A detector score is not proof of authorship. Keep process records and follow the checks named on this page.
Will this article guarantee a result?
No. The article does not promise a grade, a detector outcome, or an exception to the rules that govern the task.