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https://www.productionai.institute/graph/events/evt-aiid-466

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Production AI Institute public record · AI Incident Database: AI-Generated Text Detectors Reportedly Misclassified Human and AI-Written Text · observed 2023-02-17
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AI Incident Database: AI-Generated Text Detectors Reportedly Misclassified Human and AI-Written Text

AI-generated text detectors, including OpenAI’s AI Text Classifier, GPTZero, and Originality.ai, were publicly tested in early 2023 and reportedly produced false positives, false negatives, and easy evasion. OpenAI said its classifier identified only 26% of AI-written samples as likely AI-written and falsely labeled 9% of human-written text.

AI Incident Database · Incident 466

Operator lens (medium): inspect D2 (output validation), D6 (autonomy oversight).

Confidence
82%
Sources
3
Entities
7
Detected
detected 1247d ago

Event summary

AI-generated text detectors, including OpenAI’s AI Text Classifier, GPTZero, and Originality.ai, were publicly tested in early 2023 and reportedly produced false positives, false negatives, and easy evasion. OpenAI said its classifier identified only 26% of AI-written samples as likely AI-written and falsely labeled 9% of human-written text.

D2D6

Linked entities

  • OpenAI

    vendor | 70%

  • edward-tian

    organisation | 70%

  • originality.ai

    organisation | 70%

  • teachers

    organisation | 70%

  • students

    organisation | 70%

  • educators

    organisation | 70%

  • educational-communities

    organisation | 70%

Related graph edges

EdgeTypeConfidence
ent-vendor-openai to ent-psf-d1maps to60%
ent-vendor-openai to ent-psf-d1maps to60%
ent-vendor-openai to ent-psf-d1maps to60%
ent-vendor-openai to ent-psf-d2maps to60%
ent-vendor-openai to ent-psf-d2maps to60%
ent-vendor-openai to ent-psf-d2maps to60%
ent-vendor-openai to ent-psf-d6maps to60%
ent-vendor-openai to ent-psf-d6maps to60%
ent-vendor-openai to ent-psf-d6maps to60%
ent-vendor-openai to ent-psf-d2maps to60%
ent-vendor-openai to ent-psf-d2maps to60%
ent-vendor-openai to ent-psf-d2maps to60%

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Event dates

  • Happened 31 Jan 2023

  • Detected 17 Feb 2023

Sources

  • AI Incident Database - Incident 466

    secondary | checked 9 July 2026

    Open source
  • ChatGPT detection tool says Macbeth was generated by AI. What happens now?

    secondary | checked 8 Feb 2023

    Open source
  • Tweet: at rasbt

    secondary | checked 8 Feb 2023

    Open source
Cite this record

"AI Incident Database: AI-Generated Text Detectors Reportedly Misclassified Human and AI-Written Text." https://www.productionai.institute/graph/events/evt-aiid-466 (observed 2023-01-31; retrieved 2026-07-18). PAI.

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