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Transport for London

Incidents Harmed By

Incident 15631 Report
KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

2025-10-28

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.

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Related Entities
Other entities that are related to the same incident. For example, if the developer of an incident is this entity but the deployer is another entity, they are marked as related entities.
 

Entity

KPMG

Incidents involved as Deployer
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

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Entity

Big Four consulting firms

Incidents involved as Deployer
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

Large language model developers

Incidents involved as Developer
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

Generative AI developers

Incidents involved as Developer
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

AI research tool developers

Incidents involved as Developer
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

UBS

Incidents Harmed By
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

Transit systems

Incidents Harmed By
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

Swiss Federal Railways

Incidents Harmed By
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

Researchers

Incidents Harmed By
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

Policy analysts

Incidents Harmed By
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

NHS Greater Manchester

Incidents Harmed By
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

Healthcare organizations

Incidents Harmed By
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

Financial institutions

Incidents Harmed By
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

Epistemic integrity

Incidents Harmed By
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

Large language models

Incidents implicated systems
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

Generative AI systems

Incidents implicated systems
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

AI research tools

Incidents implicated systems
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More
Entity

AI citation-generation tools

Incidents implicated systems
  • Incident 1563
    1 Report

    KPMG Report Allegedly Included Hallucinated Citations and Inaccurate Agentic AI Case Studies

More

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