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https://www.productionai.institute/graph/entities/aiid-turnitin

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Production AI Institute public record · turnitin · observed 2024-11-26
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turnitin

turnitin - organisation named in the AI Incident Database harm index.

Confidence
70%
Sources
6
Events
3
Observed
observed 609d ago
turnitin

What changed

AI writing detection tools have reportedly continued to falsely flag genuine student work as AI-generated, disproportionately impacting ESL and neurodivergent students. Specific cases include Moira Olmsted, Ken Sahib, and Marley Stevens, who were penalized despite writing their work independently. Such tools reportedly exhibit biases, leading to academic penalties, probation, and strained teacher-student relationships.

  • AI Detectors Falsely Accuse Students of Cheating—With Big Consequenceshttps://www.bloomberg.com/news/features/2024-10-18/do-ai-detectors-work-students-face-false-cheating-accusations
  • AI Incident Database - Incident 849https://incidentdatabase.ai/cite/849/

Timeline

  1. 26 Nov 2024AI Detection Tools Allegedly Misidentify Neurodivergent and ESL Students' Work as AI-Generated in Academic Settings
    Incident78%
    • AI Detectors Falsely Accuse Students of Cheating—With Big Consequenceshttps://www.bloomberg.com/news/features/2024-10-18/do-ai-detectors-work-students-face-false-cheating-accusations
    • AI Incident Database - Incident 849https://incidentdatabase.ai/cite/849/
  2. 24 July 2023University Student Reportedly Received Zero After Turnitin AI Detector Flagged Essay
    Incident78%
    • LinkedIn post: Timnit Gebruhttps://www.linkedin.com/feed/update/urn:li:activity:7089019003968393216
    • AI Incident Database - Incident 572https://incidentdatabase.ai/cite/572/
  3. 11 Apr 2023Turnitin's ChatGPT-Detection Tool Falsely Flagged Student Essays as AI-Generated
    Incident78%
    • We tested a new ChatGPT-detector for teachers. It flagged an innocent student.https://www.washingtonpost.com/technology/2023/04/01/chatgpt-cheating-detection-turnitin/
    • AI Incident Database - Incident 514https://incidentdatabase.ai/cite/514/

PSF mapping

No PSF domains are mapped to this entity in the current public record.

Source trail (6)

primary · checked 26 Nov 2024

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primary · checked 11 Apr 2023

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secondary · checked 9 July 2026

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secondary · checked 9 July 2026

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secondary · checked 9 July 2026

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secondary · checked 24 July 2023

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Related records

Connected entities

standardPSF D1 — Input GovernancestandardPSF D2 — Output ValidationstandardPSF D6 — Human Oversight

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"turnitin." https://www.productionai.institute/graph/entities/aiid-turnitin (observed 2024-11-26; retrieved 2026-07-28). PAI.

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