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https://www.productionai.institute/graph/events/evt-aiid-732

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Production AI Institute public record · AI Incident Database: Whisper Speech-to-Text AI Reportedly Found to Create Violent Hallucinations · observed 2024-06-17
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AI Incident Database: Whisper Speech-to-Text AI Reportedly Found to Create Violent Hallucinations

Researchers at Cornell reportedly found that OpenAI's Whisper, a speech-to-text system, can hallucinate violent language and fabricated details, especially with long pauses in speech, such as from those with speech impairments. Analyzing 13,000 clips, they determined 1% contained harmful hallucinations. These errors pose risks in hiring, legal trials, and medical documentation. The study suggests improving model training to reduce these hallucinations for diverse speaking pa…

AI Incident Database · Incident 732

Operator lens (medium): inspect D1 (input boundary), D2 (output validation), D6 (autonomy oversight).

Confidence
78%
Sources
2
Entities
10
Detected
detected 761d ago

Event summary

Researchers at Cornell reportedly found that OpenAI's Whisper, a speech-to-text system, can hallucinate violent language and fabricated details, especially with long pauses in speech, such as from those with speech impairments. Analyzing 13,000 clips, they determined 1% contained harmful hallucinations. These errors pose risks in hiring, legal trials, and medical documentation. The study suggests improving model training to reduce these hallucinations for diverse speaking pa…

D1D2D6

Linked entities

  • OpenAI

    vendor | 70%

  • whisper

    organisation | 70%

  • organizations-integrating-whisper-into-customer-service-systems

    organisation | 70%

  • companies-using-whisper

    organisation | 70%

  • whisper-users

    organisation | 70%

  • users-whose-speech-is-misinterpreted-by-whisper

    organisation | 70%

  • professionals-relying-on-accurate-transcriptions

    organisation | 70%

  • individuals-with-speech-impairments

    organisation | 70%

  • general-public

    organisation | 70%

  • people-with-disabilities

    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 12 Feb 2024

  • Detected 17 June 2024

Sources

  • AI Incident Database - Incident 732

    secondary | checked 9 July 2026

    Open source
  • AI speech-to-text can hallucinate violent language

    secondary | checked 17 June 2024

    Open source
Cite this record

"AI Incident Database: Whisper Speech-to-Text AI Reportedly Found to Create Violent Hallucinations." https://www.productionai.institute/graph/events/evt-aiid-732 (observed 2024-02-12; retrieved 2026-07-18). PAI.

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