Description: 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.
Editor Notes: Timeline notes: The incident ID is dated 10/28/2025, based on the most specific available publication date for KPMG's report. GPTZero published its investigation on 06/12/2026. The incident ID was created on 06/30/2026.
Entités
Voir toutes les entitésAlleged: Large language model developers , Generative AI developers et AI research tool developers developed an AI system deployed by KPMG et Big Four consulting firms, which harmed UBS , Transport for London , Transit systems , Swiss Federal Railways , Researchers , Policy analysts , NHS Greater Manchester , Healthcare organizations , Financial institutions et Epistemic integrity.
Systèmes d'IA présumés impliqués: Large language models , Generative AI systems , AI research tools et AI citation-generation tools
Statistiques d'incidents
ID
1563
Nombre de rapports
1
Date de l'incident
2025-10-28
Editeurs
Daniel Atherton
Rapports d'incidents
Chronologie du rapport
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AIID editor's note: Please see the original source for the full report and all of its findings.
Over the past year, a team of GPTZero investigators has used our Hallucination Check tool to uncover hallucinated citations in government report…
Variantes
Une "Variante" est un incident de l'IA similaire à un cas connu—il a les mêmes causes, les mêmes dommages et le même système intelligent. Plutôt que de l'énumérer séparément, nous l'incluons sous le premier incident signalé. Contrairement aux autres incidents, les variantes n'ont pas besoin d'avoir été signalées en dehors de la base de données des incidents. En savoir plus sur le document de recherche.
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