Someone I know is a high school English teacher (being vague because I don’t want to cause them trouble or embarrassment). They told me they were asking ChatGPT to tell them whether their students’ creative writing assignments were AI-generated or not-I pointed out that LLMs such as ChatGPT have poor reliability at this; classifier models trained specifically for this task perform somewhat better, yet also have their limitations. In any event, if the student has access to whatever model the teacher is using to test for AI-generation (or even comparable models), they can always respond adversarially by tinkering with an AI-generated story until it is no longer classified as AI-generated
Reminds me of a Reddit story that made the rounds about a professor asking ChatGPT if it wrote papers, to which it frequently responded afirmatively. He sent an angry email about it, and a student responded by showing a response from ChatGPT claiming it wrote his email.
Students (and some of my coworkers) are now learning new content by reading AI generated text. Of course when tested on this, they are going to respond in the style of AI.
A New York lawyer used ChatGPT to write a filing with references to fake cases. After a human told him they were hallucinated, he asked ChatGPT if that was true (which said they were real cases). He then screenshotted that answer and submitted it to the judge with the explanation "ChatGPT ... assured the reliability of its content." https://www.courtlistener.com/docket/63107798/54/mata-v-avia... (pages 19, 41-43)