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https://www.productionai.institute/graph/events/evt-aiid-827

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Production AI Institute public record · AI Incident Database: AI Transcription Tool Whisper Reportedly Inserting Fabricated Content in Medical Transcripts · observed 2024-10-27
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AI Incident Database: AI Transcription Tool Whisper Reportedly Inserting Fabricated Content in Medical Transcripts

OpenAI's AI-powered transcription tool Whisper, used to translate and transcribe audio content such as patient consultations with doctors, is advertised as having near “human level robustness and accuracy.” However, software engineers, developers and academic researchers have alleged that it is prone to making up chunks of text or even entire sentences and that some of the hallucinations can include racial commentary, violent rhetoric, and even imagined medical treatments.

AI Incident Database · Incident 827

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

Confidence
78%
Sources
2
Entities
4
Detected
detected 630d ago

Event summary

OpenAI's AI-powered transcription tool Whisper, used to translate and transcribe audio content such as patient consultations with doctors, is advertised as having near “human level robustness and accuracy.” However, software engineers, developers and academic researchers have alleged that it is prone to making up chunks of text or even entire sentences and that some of the hallucinations can include racial commentary, violent rhetoric, and even imagined medical treatments.

D2D6

Linked entities

  • OpenAI

    vendor | 70%

  • patients

    organisation | 70%

  • patients-reliant-on-whisper

    organisation | 70%

  • medical-practitioners-reliant-on-whisper

    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 26 Oct 2024

  • Detected 27 Oct 2024

Sources

  • AI Incident Database - Incident 827

    secondary | checked 9 July 2026

    Open source
  • Researchers say an AI-powered transcription tool used in hospitals invents things no one ever said

    primary | checked 27 Oct 2024

    Open source
Cite this record

"AI Incident Database: AI Transcription Tool Whisper Reportedly Inserting Fabricated Content in Medical Transcripts." https://www.productionai.institute/graph/events/evt-aiid-827 (observed 2024-10-26; retrieved 2026-07-19). PAI.

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