I just joined TEN and wanted to introduce myself. My name is Sadaqat, and I am an Assistant Librarian at a university.

In my day-to-day role, I am responsible for handling plagiarism screening for FYP, FRP, BRP, and postgraduate theses. Lately, I’ve been running into a fascinating but challenging roadblock: I frequently get asked by both faculty members and students, "Why can we easily check the similarity index, but we can't definitively check for AI-generated content? "As generative AI continues to reshape academic writing, explaining the technical difference between text-matching (similarity) and predictability modeling (AI detection) to users has become a major part of my workflow.

I would love to know is anyone else in the community facing these same questions from faculty or students? I am very eager to connect with fellow librarians, educators, or tech enthusiasts here to swap notes, share resources, and discuss how we can best navigate this shift in academic integrity!

Best regards,
Sadaqat