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Entities

Scholars

Incidents Harmed By

Incident 10442 Report
Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

2025-04-15

Researchers reportedly traced the appearance of the nonsensical phrase "vegetative electron microscopy" in scientific papers to contamination in AI training data. Testing indicated that large language models such as GPT-3, GPT-4, and Claude 3.5 may reproduce the term. The error allegedly originated from a digitization mistake that merged unrelated words during scanning, and a later translation error between Farsi and English.

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Incident 14021 Report
DOGE Reportedly Relied on Unvetted ChatGPT Outputs in Canceling National Endowment for the Humanities Grants

2025-04-02

Department of Government Efficiency (DOGE) staff reportedly fed National Endowment for the Humanities grant descriptions into ChatGPT to determine whether projects were "DEI," then allegedly used those outputs to help compile a list of grants to terminate. Beginning in April 2025, NEH canceled awards and clawed back funding, reportedly disrupting humanities organizations and projects nationwide after officials allegedly relied on a purportedly flawed, insufficiently vetted AI screening process.

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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

OpenAI

Incidents involved as both Developer and Deployer
  • Incident 1044
    2 Reports

    Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

Incidents involved as Developer
  • Incident 1402
    1 Report

    DOGE Reportedly Relied on Unvetted ChatGPT Outputs in Canceling National Endowment for the Humanities Grants

More
Entity

Anthropic

Incidents involved as both Developer and Deployer
  • Incident 1044
    2 Reports

    Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

More
Entity

Researchers

Incidents Harmed By
  • Incident 1044
    2 Reports

    Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

Incidents involved as Deployer
  • Incident 1044
    2 Reports

    Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

More
Entity

Scientific authors

Incidents Harmed By
  • Incident 1044
    2 Reports

    Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

Incidents involved as Deployer
  • Incident 1044
    2 Reports

    Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

More
Entity

Scientific publishers

Incidents Harmed By
  • Incident 1044
    2 Reports

    Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

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Entity

Peer reviewers

Incidents Harmed By
  • Incident 1044
    2 Reports

    Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

More
Entity

Readers of scientific publications

Incidents Harmed By
  • Incident 1044
    2 Reports

    Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

More
Entity

Scientific record

Incidents Harmed By
  • Incident 1044
    2 Reports

    Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

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Entity

Academic integrity

Incidents Harmed By
  • Incident 1044
    2 Reports

    Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

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Entity

GPT-3

Incidents implicated systems
  • Incident 1044
    2 Reports

    Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

More
Entity

GPT-4

Incidents implicated systems
  • Incident 1044
    2 Reports

    Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

More
Entity

Claude 3.5

Incidents implicated systems
  • Incident 1044
    2 Reports

    Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

More
Entity

Common Crawl

Incidents implicated systems
  • Incident 1044
    2 Reports

    Reported Emergence of 'Vegetative Electron Microscopy' in Scientific Papers Traced to Purported AI Training Data Contamination

More
Entity

United States Department of Government Efficiency (DOGE)

Incidents involved as Deployer
  • Incident 1402
    1 Report

    DOGE Reportedly Relied on Unvetted ChatGPT Outputs in Canceling National Endowment for the Humanities Grants

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Entity

Justin Fox (DOGE)

Incidents involved as Deployer
  • Incident 1402
    1 Report

    DOGE Reportedly Relied on Unvetted ChatGPT Outputs in Canceling National Endowment for the Humanities Grants

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Entity

Nate Cavanaugh (DOGE)

Incidents involved as Deployer
  • Incident 1402
    1 Report

    DOGE Reportedly Relied on Unvetted ChatGPT Outputs in Canceling National Endowment for the Humanities Grants

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Entity

National Endowment for the Humanities grantees

Incidents Harmed By
  • Incident 1402
    1 Report

    DOGE Reportedly Relied on Unvetted ChatGPT Outputs in Canceling National Endowment for the Humanities Grants

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Entity

Humanities organizations

Incidents Harmed By
  • Incident 1402
    1 Report

    DOGE Reportedly Relied on Unvetted ChatGPT Outputs in Canceling National Endowment for the Humanities Grants

More
Entity

Epistemic integrity

Incidents Harmed By
  • Incident 1402
    1 Report

    DOGE Reportedly Relied on Unvetted ChatGPT Outputs in Canceling National Endowment for the Humanities Grants

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Entity

ChatGPT

Incidents implicated systems
  • Incident 1402
    1 Report

    DOGE Reportedly Relied on Unvetted ChatGPT Outputs in Canceling National Endowment for the Humanities Grants

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