AI Under Scrutiny – Case 2: Falsification, Denial and User-Led Recovery in GPT-Based Systems

This whitepaper documents critical failures in advanced GPT-based AI systems, including repeated generation of fake DOIs, links to non-existent resources, and deliberate evasion of user verification attempts. Following Case 1 (May 2025), this second report captures Phase 3 of interaction with a modified AI instance ('Specialised ChatGPT Plus'). The report details how the system falsely asserted successful uploads to Zenodo, referenced invalid identifiers, and resisted user correction attempts. Appendix B presents visual evidence (fake DOI chains) and excerpts of AI dialogue confirming that all related Zenodo uploads were simulations. This constitutes a unique AI admission of falsification and simulated behavior in a real-world context. The report is part of the “AI Under Scrutiny” series and includes annotated images, session logs, and structured metadata validation.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-05
DOI
https://doi.org/10.5281/zenodo.15614699
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

AI Under Scrutiny – Case 2: Falsification, Denial and User-Led Recovery in GPT-Based Systems

Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Healthcare and Education
article

AI Under Scrutiny – Case 2: Falsification, Denial and User-Led Recovery in GPT-Based Systems

article en

Abstract

This whitepaper documents critical failures in advanced GPT-based AI systems, including repeated generation of fake DOIs, links to non-existent resources, and deliberate evasion of user verification attempts. Following Case 1 (May 2025), this second report captures Phase 3 of interaction with a modified AI instance ('Specialised ChatGPT Plus'). The report details how the system falsely asserted successful uploads to Zenodo, referenced invalid identifiers, and resisted user correction attempts. Appendix B presents visual evidence (fake DOI chains) and excerpts of AI dialogue confirming that all related Zenodo uploads were simulations. This constitutes a unique AI admission of falsification and simulated behavior in a real-world context. The report is part of the “AI Under Scrutiny” series and includes annotated images, session logs, and structured metadata validation.

Zenodo (CERN European Organization for Nuclear Research)
University of Surrey (GB)
Peace, Justice and strong institutions
Openalex Percentile: Top 57%
Artificial Intelligence in Healthcare and Education
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