KPMG Pulls AI Usage Report Citing "Hallucinations" and False Claims

Professional services giant KPMG has officially withdrawn a significant report titled, "Redefining excellence in the age of agentic AI," after a growing number of organizations refuted its claims regarding their adoption and usage of artificial intelligence. Published in October 2025, the report's credibility came under intense scrutiny following widespread denials from entities cited within its pages. The alarm was first raised by research group GPTZero, which identified numerous inaccuracies within the KPMG publication. Speaking to the Financial Times, GPTZero attributed these errors to "AI hallucinations," suggesting a critical flaw in the report's generation. This revelation points to the ironic possibility that KPMG, a leading professional services firm, may have inadvertently used AI tools to draft a report *about* AI, without sufficient human oversight to validate its content. Among the prominent organizations that challenged KPMG's assertions were global financial institution UBS, the United Kingdom's National Health Service (NHS), Swiss Federal Railways, and Transport for London. Each of these entities informed the Financial Times that the report's statements concerning their AI implementation were either entirely untrue or significantly misleading. In response to the mounting criticism, a KPMG spokesperson confirmed the report's removal from all its digital platforms, stating that an internal investigation is underway. The spokesperson emphasized the firm's commitment to responsible AI use, including "human oversight to validate content and verify independent sources." This incident underscores a critical challenge facing the rapidly evolving field of artificial intelligence, particularly when AI tools are employed in sensitive areas like research and professional reporting. The phenomenon of "AI hallucinations," where models generate plausible but factually incorrect information, poses a significant risk to data integrity and trust. It highlights the indispensable role of human expertise in fact-checking, critical analysis, and ensuring the veracity of AI-generated content, especially when it impacts the reputation and operations of major organizations. The KPMG withdrawal is not an isolated event. Just last month, another major professional services firm, EY, faced a similar predicament when it pulled a report on loyalty rewards programs. That report also appeared to contain fabricated footnotes and instances of AI-induced hallucinations. These recurring incidents serve as a stark reminder to the industry about the necessity of robust validation processes and stringent human review protocols to prevent the spread of misinformation and maintain professional standards in the age of generative AI.