Turnitin's AI Detection Capabilities

Aug 18, 2025

Overview

This lecture reviews the current capabilities of Turnitin’s new AI detection tool, demonstrating its effectiveness in identifying AI-generated student writing.

Demonstrating Turnitin’s AI Detection

  • Turnitin now includes a tool that detects AI-generated content in student submissions.
  • A sample memo comparing three AI writers was generated using ChatGPT for demonstration.
  • The memo was formatted in Microsoft Word and uploaded to Turnitin as a student assignment.
  • Turnitin returned a traditional similarity score of 45%, mostly citing previously uploaded sources in the document.
  • The AI detection feature flagged the memo as 100% AI-written, with a caution notice about possible academic misconduct.

Interpreting Turnitin Reports

  • The traditional similarity score (e.g., 45%) reflects matches to existing sources, not necessarily AI content.
  • The AI detection score separately identifies the probability that the submission is AI-generated.
  • Faculty are advised to review both scores when assessing potential academic integrity issues.

Implications for Faculty and Students

  • Turnitin’s AI tool increases the chance of detecting unauthorized AI use in student assignments.
  • Faculty may need to update assignment designs and grading rubrics in response to this technology.
  • Using AI writers like ChatGPT for assignments may be considered cheating at some institutions, including the University of Texas at Dallas.
  • Human-written work is often higher quality and less risky than AI-generated submissions.

Key Terms & Definitions

  • Turnitin — An online tool that checks student work for similarity to existing sources and detects AI-generated content.
  • Similarity Score — Percentage showing how much of a submission matches published or previously submitted sources.
  • AI Detection Score — Percentage estimate indicating how much of a document is likely written by artificial intelligence.
  • Academic Misconduct — Unauthorized actions, like using AI writers, considered cheating by university policy.

Action Items / Next Steps

  • Review and update assignment prompts and rubrics to address potential AI use.
  • Remind students of academic integrity policies regarding AI-generated content.
  • Faculty should familiarize themselves with interpreting both similarity and AI detection scores in Turnitin.