Deloitte Canada report for Newfoundland and Labrador contains AI-generated fake citations
Deloitte Canada produced a 526-page healthcare human resources report for the Government of Newfoundland and Labrador, at a reported cost of about $1.6 million. The report allegedly contained AI-generated fabricated citations, prompting the CPA NL to open an investigation into Deloitte's conduct.
AI-generated citations undermined the integrity of the Deloitte NL report.
Key facts
- What
- Deloitte Canada produced a 526-page healthcare human resources report for the Government of Newfoundland and Labrador, at a reported cost of about $1.6 million.
- Incident date
- May 1, 2025
- Who
- Deloitte Canada
- Failure mode
- Hallucination
- AI surface
- Chatbot
- Severity
- High
What happened
Deloitte Canada produced a 526-page healthcare human resources report for the Government of Newfoundland and Labrador. The report was found to contain fabricated academic citations likely generated by artificial intelligence. Consequently, the provincial accounting watchdog, Chartered Professional Accountants N.L., launched an investigation into the firm's professional conduct.
What broke inside the model
- 01 · TriggerA user asks for a fact, a citation, or a figure.
- 02 · Model stepThe model writes a fluent, confident answer.
- 03 · Control gapNothing ties the claim back to a real source.
- 04 · FailureA fabricated fact ships as if it were verified.
- 05 · ConsequenceThe false claim reaches a customer, a court, or the public.
Confidence holds, and even spikes, as the claim detaches from any source.
The failure occurred when a large language model hallucinated academic citations that were then incorporated into the final report as factual evidence. The firm failed to implement a strong verification process to ensure the existence and accuracy of the cited research before delivery.
What it cost
Sources
- PressDeloitte allegedly cited AI-generated research in a million-dollar reportfortune.com
- PressAccounting watchdog to investigate Deloitte over fake citations in 1.6 million healthcare reporttheindependent.ca
- PressAI errors: Province grapples with Deloitte report marred by false citationshrreporter.com
Cite this entry
https://failureindex.ai/failures/deloitte-canada-newfoundland-labrador-contains-generateAI Failure Index. "Deloitte Canada report for Newfoundland and Labrador contains AI-generated fake citations" (FI-0199). Realm Labs. https://failureindex.ai/failures/deloitte-canada-newfoundland-labrador-contains-generate (indexed Jun 5, 2026).Data fields CC-BY 4.0, prose citation permitted. Incident ID FI-0199. Full dataset at /data.
Note from Realm Labs, the Index steward
How Realm would have caught this
- Prism
- OmniGuard
- AI Detection & Response (AIDR)
A runtime layer that watches the model's internal state can flag the moment a model commits to a claim it has no support for, and hold or reroute the response before it reaches a user. Realm reads those signals in real time rather than grading the transcript after the fact.