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https://www.productionai.institute/graph/events/evt-aiid-1563

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Production AI Institute public record · AI Incident Database: KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies · observed 2026-06-30
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AI Incident Database: KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

In October 2025, KPMG published "Total Experience: Redefining Excellence in the Age of Agentic AI." GPTZero later reported that only five of 45 citations accurately matched their sources, while others contained flawed details. The pattern reportedly suggested an unverified LLM research tool, but the system and extent of AI involvement remain unconfirmed.

AI Incident Database · Incident 1563

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

Confidence
78%
Sources
2
Entities
15
Detected
detected 17d ago

Event summary

In October 2025, KPMG published "Total Experience: Redefining Excellence in the Age of Agentic AI." GPTZero later reported that only five of 45 citations accurately matched their sources, while others contained flawed details. The pattern reportedly suggested an unverified LLM research tool, but the system and extent of AI involvement remain unconfirmed.

D2D6

Linked entities

  • large-language-model-developers

    organisation | 70%

  • generative-ai-developers

    organisation | 70%

  • ai-research-tool-developers

    organisation | 70%

  • kpmg

    organisation | 70%

  • big-four-consulting-firms

    organisation | 70%

  • ubs

    organisation | 70%

  • transport-for-london

    organisation | 70%

  • transit-systems

    organisation | 70%

  • swiss-federal-railways

    organisation | 70%

  • researchers

    organisation | 70%

  • policy-analysts

    organisation | 70%

  • nhs-greater-manchester

    organisation | 70%

  • healthcare-organizations

    organisation | 70%

  • financial-institutions

    organisation | 70%

  • epistemic-integrity

    organisation | 70%

Related graph edges

EdgeTypeConfidence
ent-aiid-large-language-model-developers to ent-psf-d1maps to60%
ent-aiid-large-language-model-developers to ent-psf-d1maps to60%
ent-aiid-large-language-model-developers to ent-psf-d1maps to60%
ent-aiid-large-language-model-developers to ent-psf-d2maps to60%
ent-aiid-large-language-model-developers to ent-psf-d2maps to60%
ent-aiid-large-language-model-developers to ent-psf-d2maps to60%
ent-aiid-large-language-model-developers to ent-psf-d6maps to60%
ent-aiid-large-language-model-developers to ent-psf-d6maps to60%
ent-aiid-large-language-model-developers to ent-psf-d6maps to60%
ent-aiid-large-language-model-developers to ent-psf-d1maps to60%
ent-aiid-large-language-model-developers to ent-psf-d1maps to60%
ent-aiid-large-language-model-developers to ent-psf-d1maps to60%

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Event dates

  • Happened 28 Oct 2025

  • Detected 30 June 2026

Sources

  • AI Incident Database - Incident 1563

    secondary | checked 9 July 2026

    Open source
  • Chasing the Hallucinations: KPMG's AI-Powered Attempt at "Redefining Excellence"

    secondary | checked 30 June 2026

    Open source
Cite this record

"AI Incident Database: KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies." https://www.productionai.institute/graph/events/evt-aiid-1563 (observed 2025-10-28; retrieved 2026-07-17). PAI.

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