Merton101 · Case 9 · Public consultation

AI-generated submissions with fake references flood Australia's parliament inquiry system

Reported 1 Sep 2026 · entered the ledger 25 Sep 2026 · last checked 25 Sep 2026 · Side effect

An investigation found that at least 39 submissions to the Australian parliament contained hallucinated academic citations, with fake research attributed to real academics and at least one parliamentary committee report citing the invented material.

The institution Parliament of Australia institution · AU

The mechanism Friction removed externality scale 4 of 5, fast

Adaptation none nobody has reacted yet

The case as the ledger holds it

The assumption that broke: That formal submissions citing academic papers reflect genuine research and that cited sources exist and support the claims made.
The first-order effect: At least 39 submissions to the current parliament contained fabricated references, over 100 carried ChatGPT metadata tags, and at least one committee report incorporated the hallucinated evidence.
Who pays: Parliamentary inquiries, lawmakers, and public policy decisions reliant on fabricated evidence · group: Clerks and public staff
Scale and speed: 4 of 5 · fast

Evidence 2 pages read

4News ↗ 1 Sep 2026
It found at least 39 submissions containing hallucinated references, meaning citations to studies that simply do not exist. In some cases the fake papers were attributed to real academics, including a University of Queensland associate professor who said it was scary how convincing the invented work looked. In at least one case a committee report itself cited the hallucinated material.
Complete AI Training ↗ 1 Sep 2026
Australia's parliamentary inquiry system is being flooded with AI-generated submissions containing invented studies and fake references attributed to real academics. Guardian Australia identified at least 39 submissions to current parliament inquiries that contain what appear to be hallucinated citations, raising the risk that lawmakers will make policy decisions based on evidence that does not exist.

The second reader every claim, checked against the page

Claim	Verdict	Note
It found at least 39 submissions containing hallucinated references, meaning citations to studies that simply do not exist.	supported	Page 1 states: "It found at least 39 submissions containing hallucinated references, meaning citations to studies that simply do not exist."
In at least one case a committee report itself cited the hallucinated material.	supported	Page 1 states: "In at least one case a committee report itself cited the hallucinated material."
More than 100 submissions carried the metadata tags that ChatGPT automatically embeds in its output.	supported	Page 1 states: "More than 100 submissions carried the metadata tags that ChatGPT automatically embeds in its output."
In some cases the fake papers were attributed to real academics, including a University of Queensland associate professor who said it was scary how convincing the invented work looked.	supported	Page 1 states: "In some cases the fake papers were attributed to real academics, including a University of Queensland associate professor who said it was scary how convincing the invented work looked."
The finding follows last year's Deloitte case, when the consultancy refunded part of a 440,000 dollar government report after it was revealed AI tools had invented references.	supported	Page 1 states: "The finding follows last year's Deloitte case, when the consultancy refunded part of a 440,000 dollar government report after it was revealed AI tools had invented references."
Guardian Australia identified at least 39 submissions to current parliament inquiries that contain what appear to be hallucinated citations	supported	Page 2 states: "Guardian Australia identified at least 39 submissions to current parliament inquiries that contain what appear to be hallucinated citations."
More than 100 papers included ChatGPT URL tags in reference links, indicating how widely LLMs are being used.	supported	Page 2 states: "More than 100 papers included ChatGPT URL tags in reference links, indicating how widely LLMs are being used."
One submission to an inquiry into family violence and suicide included a hallucinated reference attributed to Divna Haslam, a University of Queensland associate professor and clinical psychologist.	supported	Page 2 states: "One submission to an inquiry into family violence and suicide included a hallucinated reference attributed to Divna Haslam, a University of Queensland associate professor and clinical psychologist."
Nicole Gurran, a professor of urban and regional planning at the University of Sydney, also found her name attached to nonexistent work in a housing inequity inquiry submission.	supported	Page 2 states: "Nicole Gurran, a professor of urban and regional planning at the University of Sydney, also found her name attached to nonexistent work in a housing inequity inquiry submission."
Senate advice for inquiry submissions warns that AI use can present risks to information quality and that accuracy remains the responsibility of the submitter.	supported	Page 2 states: "Senate advice for inquiry submissions warns that AI use can present risks to information quality and that accuracy remains the responsibility of the submitter."