Educator field guide

Edition
2026
Reading time
7 minutes
For
Teachers · department heads · institutions

The Educator's Guide to AI Detection

Learn how AI detection works, what its limits mean, and how to handle flagged student work fairly.

Read the guide ↓Run a free scan ↗
UnderstandKnow what a detector can and cannot tell you
InspectRead the flagged passages
DiscussAsk about the writing process
01

AI Writing Is Already in Your Classroom

AI use is already part of schoolwork. In College Board’s May 2025 survey, 84% of responding high school students reported using generative AI for schoolwork. That describes the surveyed students, not every classroom.

Permitted brainstorming and undisclosed AI drafting are different uses. Start by defining what an assignment allows, then explain how students should disclose assistance.

Read the College Board research brief.

  • Set the rules firstTell students which uses are allowed for each assignment.
  • Ask for disclosureHave students describe the tool and how they used it.
  • Check before concludingA detector result alone cannot establish authorship.
AI Writing Is Already in Your Classroom
Illustration · AI Writing Is Already in Your Classroom
02

Process notes

How AI Detection Works

  1. 01

    Analyze the text

    The detector examines patterns in the submitted writing.

  2. 02

    Compare patterns

    A trained model compares the text with patterns learned from human and generated writing. Methods vary by tool.

  3. 03

    Show the results

    The report gives an overall estimate and, where supported, highlights individual passages.

  4. 04

    Check the passages

    Read the highlighted text, check sources and drafts, and discuss the writing process with the student.

03

Choosing a Tool

What to Look for in an AI Detection Tool

Compare these six criteria before choosing an AI detector for your school or classroom.

01

Detection Methodology

Read the method and its limitations. Check whether results apply to whole documents or individual passages.

03

Sentence-Level Detail

Look for flagged passages you can inspect alongside the overall score.

04

Non-Native Speaker Fairness

Ask for evaluations covering your students’ languages and writing backgrounds.

06

Data Privacy

Check storage, retention and training use against your institution’s data-handling requirements.

04

Manual Detection

Spotting AI Writing Without Tools

Changes in style or questionable citations can prompt a closer look, but they do not prove AI use. Tutoring, editing, language background and normal progress can also change a student’s writing.

  • Changes from earlier workAsk the student how they approached and revised the assignment.
  • Repeated or generic phrasingDiscuss the argument and ask for specific examples. Style alone is not proof.
  • Missing or incorrect sourcesOpen the cited sources and check whether they support the claims. Citation errors can have several causes.
  • Limited explanation of the workAsk neutral questions about sources and choices. Allow for anxiety, disability and language differences.
Spotting AI Writing Without Tools
Illustration · Spotting AI Writing Without Tools
05

Handling Flagged Work

How to Handle AI-Detected Student Work

A flagged result starts a conversation, not a penalty. Follow the institution’s procedure and give the student a chance to explain.

  1. Read the report. Check the flagged passages and the tool’s stated limitations.
  2. Compare sources and drafts. Look at available writing history without assuming that improvement means misconduct.
  3. Speak privately. Ask how the student researched, wrote and revised the work.
  4. Keep a record. Save relevant reports, sources and notes according to school policy.
  5. Follow the procedure. Use the established decision and appeal process.
Get the Free AI Detection Checklist for Educators (PDF) →
How to Handle AI-Detected Student Work
Illustration · How to Handle AI-Detected Student Work
06

AI Policy

Building AI Detection Policy for Schools

A useful policy tells students what they can do before they begin. Define permitted assistance, required disclosure, how concerns will be assessed, and how students can respond.

  • Allowed uses: distinguish brainstorming, editing and generating assignment text.
  • Disclosure: specify what students should record and where to include it.
  • Assessment: explain whether detection tools are used and how their limitations are handled.
  • Privacy: follow institutional rules for uploading student work.
  • Response and appeal: identify the steps and the responsible staff.

Sample wording to adapt: “For this assignment, AI may be used for [allowed tasks]. Disclose the tool and its purpose in [location]. Submitted work must meet the assignment’s authorship requirements. Questions about AI use will follow [institutional process], including an opportunity to respond.”

Free Download: AI Detection Checklist (PDF) →
Building AI Detection Policy for Schools
Illustration · Building AI Detection Policy for Schools
07

Quick reference

Frequently Asked Questions

Can AI detectors be wrong about student work?

Yes. They can flag human writing or miss AI-generated text. Check the writing, sources and drafts before drawing a conclusion.

Should I penalize a student based on an AI score?

No. A score does not establish misconduct. Follow your institution’s policy and give the student an opportunity to respond.

How accurate are detectors for non-native English speakers?

Performance depends on the detector, language, text and writer population. Ask for evaluation results relevant to your students. Do not assume an overall accuracy figure applies equally to every group.

What should my syllabus say about AI use?

State which uses are allowed, what students must disclose, how concerns will be assessed, and how students can respond or appeal. Align the wording with institutional policy.

Should I check every assignment with an AI detector?

Follow your institution’s rules and data-handling requirements. Explain the process to students and use the same criteria consistently.

Can paraphrasing change an AI detection result?

Yes. Rewriting can change a detector’s result. A low score does not prove human authorship, and a high score does not prove misconduct.

08

Put the guide into practice

AI Detection Built for Teachers and Institutions

Check a document, read the highlighted sentences and compare them with sources and drafts. For multiple papers, choose a plan that includes Batch Scan.

A result is a starting point

Save the report with the sources and drafts.

See the overall estimate and flagged sentences. Export a PDF or share the report with the people handling the case.

ILLUSTRATIVE REPORT / EXCERPTREADY TO SHARE

Review the highlighted passage alongside drafts, sources and the relevant policy before reaching a conclusion.

⇩ EXPORT PDF↗ SHARE REPORT

Research and guidance

Use detection with context, privacy and care.

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