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Registry/APM-0059
APM-00593MODERATEReported October 7, 2025

Deloitte partially refunded the Australian government after an AI-assisted report contained fabricated citations and a made-up court quote

Agent Involved
GPT-4
Estimated Damage
~$63k
Severity
3 / 5 Significant
Impact Band
Significant disruption. Hours of lost work, reputational embarrassment, or measurable financial impact under $10k.

Independent project · aggregated from public reports and may be unverified — see the primary source below · not affiliated with or endorsed by any company or product named.

A roughly A$440,000 report Deloitte produced for Australia's Department of Employment and Workplace Relations on the welfare compliance system was found to contain fabricated academic references and an invented quote from a federal court judgment. A Sydney University researcher flagged the fabricated references. Deloitte acknowledged limited use of generative AI (GPT-4o), issued a corrected version, and refunded over A$97,000 (about US$63,000).

Verified Facts

  • A Deloitte report for the Australian government contained fabricated citations
  • It included an invented quote attributed to a federal court judgment
  • Deloitte acknowledged limited use of generative AI and refunded over A$97,000

Not Publicly Confirmed

  • How the AI-generated references passed internal review

Operational Lessons

  • Every citation in an AI-assisted document must be independently verified
  • Professional deliverables need an anti-hallucination check before delivery
Deloitte to partially refund Australian government for report with AI-generated errors (Fortune)fortune.com
Case No.
APM-0059
Reported
October 7, 2025
Attribution
Anonymous
Discussion

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