KPMG retracts a report on AI's benefits after it has been found to exaggerate AI adoption with case studies that appear to have been based on AI hallucinations
Bogus case studies on UBS and transit systems exaggerated adoption of the technology. A KPMG report on how AI is being used …
Financial Times
Context & Ripple Effects
KPMG’s retraction follows closely after EY withdrew a separate study over apparent AI hallucinations and fake footnotes. Together, the episodes put scrutiny on professional-services research that presents AI adoption or benefits as evidence-based.
Earlier coverage warned that overstated claims about AI can distort how businesses and policymakers assess the technology. This case makes that risk concrete: unreliable case studies can turn promotional narratives into apparently authoritative analysis.
First-order effects
KPMG must withdraw the report and reassess the sourcing and verification behind its claims, while UBS and the transit systems cited in the bogus case studies are disentangled from an inaccurate account of their AI use.
Clients, readers and decision-makers who relied on the report lose a source of evidence about AI adoption and its benefits.
Second-order effects
Consultancies and research publishers face pressure to tighten editorial review, source validation and disclosure around AI-assisted drafting, particularly for named customer case studies.
The EY and KPMG withdrawals may make corporate buyers and policymakers more skeptical of broad AI-benefit claims unless they are supported by verifiable deployments and primary evidence.
Third-order effects
If repeated, such failures could shift AI discourse away from headline adoption narratives toward more auditable measures of actual use, outcomes and limitations.
The pattern raises a governance question for professional knowledge firms: using generative AI in research without reliable verification can erode the institutional trust those firms sell.
The trend: The episode is part of a broader reckoning over whether AI-era claims of deployment and productivity can withstand the same evidentiary standards expected of traditional business research.
Amazing: KPMG wrote a report describing the successful use of AI by businesses. But the case studies turned out to be AI hallucinations. https://www.ft.com/...
At the start of this year I was keen for us to work more in ‘information verification’. As lovers of journalism and believers in the power of credibility, this felt like an area to double down in. …
This, for example. In the service of showing how awesome and cutting edge they are, KPMG released a work of fiction masquerading as a report. All the case studies were made up. — They have finally withdrawn it. But it's only a matter of time until they find another agentic r…
To rely on AI is to subject oneself to a lifelong humiliation ritual. You must be willing to become a dogshit merchant that accepts, sells and defends dogshit. [embedded post]