Four PwC Middle East reports from 2024 to 2026 contain false or fabricated sources, according to an analysis by GPTZero. The tool identified that the document titled “Transforming Governance” has an 84 percent probability of being entirely AI-generated. This specific report promotes a product called “Citizen Pulse” and claims that governments in Denmark, Saudi Arabia, the U.S., and Australia rely on it. No evidence supports those assertions. The firm with the highest AI scores also contained the most incorrect references. GPTZero describes this pattern as “Vibe Citing,” where citations lack correct titles, URLs, or authors and fail to back the attached claims. This practice mirrors issues previously found in academic writing. PwC Middle East told the Financial Times that it takes accuracy seriously and is updating a limited number of supporting citations. The firm did not explain how the errors occurred. Similar problems have been identified at KPMG, Deloitte, and Ernst & Young.
The incident highlights a growing risk for professional services firms that rely on generative tools without strict human verification. Clients may lose trust if marketing materials contain unverified data about government partnerships. Regulatory bodies might soon require stricter proof of origin for documents published by large organisations.
- The “Transforming Governance” report claims four nations use “Citizen Pulse”
- GPTZero flagged four Middle East documents between 2024 and 2026
- PwC has not disclosed how the citations were generated or inserted
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