In a 2025 experiment, Turkish high school students did far better on math practice with GPT-4. Those given a plain chatbot then did worse on their own. Tutor design made the difference.

In 2023, seven popular AI detectors labelled more than half of a set of TOEFL essays by non-native English writers as machine-made. A detector score can start a conversation. It should never end one.