When the available evidence from academic integrity tools is not yet conclusive,, the oral defense is the fix… if it can scale. Here’s how targeting it to flagged passages makes it work.

An academic writing consultant shows: single ChatGPT pass, and Turnitin drops from 86% to 0%. How Mentafy’s S³ still traces a para-plagiarism’s semantic trail back to the source.