Fivehouse v. DOD: Government Attorney (AUSA) Issued Show Cause for AI-Fabricated Citations Across 5 Filings

Background: A Veterans’ Benefits Challenge and a Government Brief Problem

Derence V. Fivehouse, a veteran, challenged U.S. Department of Defense decisions about his health care benefits under the Administrative Procedure Act. In opposing Fivehouse’s motion to supplement the administrative record, the government’s brief — signed by AUSA Rudy E. Renfer — drew an objection in Fivehouse’s reply: the response brief contained fabricated quotations and misstated the holdings of several cases.

When the court directed AUSA Renfer to respond, he claimed the errors were “inadvertent” and resulted from “the inadvertent filing of an unfinalized draft document.” The court reviewed the filing — and then reviewed Renfer’s other submissions in the case. What it found was not a single mistake but a pattern across five separate filings.

The AI Issue: Fabricated Citations Across Five Government Filings

Magistrate Judge Numbers documented five categories of problematic conduct across Renfer’s filings:

1. Fabricated quotations and misrepresented holdings in the administrative record response, citing three real Fourth Circuit cases (Ohio Valley Environmental Coalition, Dow AgroSciences, Sierra Club) for language that does not appear in those cases.
2. A fabricated quotation in the FRAP Rule 16 compliance response, citing South Carolina Health & Human Services Finance Commission v. Sullivan, 915 F.2d 129.
3. The same fabricated quotation from Sullivan in the judicial notice response.
4. A fabricated quotation from 32 C.F.R. § 199.21(d) in the preliminary injunction response — fabricating regulatory text, not case law.
5. The same fabricated regulatory quotation from 32 C.F.R. § 199.21(d) in the summary judgment response.

The pattern was devastating to the “unfinalized draft” explanation: five separate filings, across multiple stages of litigation, each containing fabricated quotations attributed to real cases or real regulations, is not consistent with the inadvertent filing of a single unfinalized draft.

Holdings

1. Show cause hearing ordered. AUSA Renfer was ordered to appear and show cause why he should not be sanctioned.
2. Supervisors summoned. The court ordered Renfer’s supervisors and the Chief of the Civil Division to appear at the hearing — a signal that the court viewed this as a systemic problem requiring institutional accountability, not just individual accountability.
3. Fabricating regulatory text identified as additional violation. The fabrication of quotations from a Code of Federal Regulations provision — not just case law — expands the AI hallucination risk to regulatory research, which is critical in administrative law cases.

“Having reviewed the filings in this matter and other submissions by Renfer, the court has serious concerns about the accuracy of certain quotations and representations in Renfer’s filings, and the explanation offered for their inclusion.”

— Magistrate Judge Robert T. Numbers, II, E.D. North Carolina, March 2, 2026

India Angle: Government Counsel AI Failures — A Different Standard?

The Fivehouse case raises a question that applies equally to Indian government litigation: should government counsel be held to a higher standard than private counsel for AI citation accuracy? In India, the government appears through the Central Government Standing Counsel, Additional Solicitor Generals, and Solicitor Generals. Fabricated citations in government affidavits or counter-affidavits would have particularly serious implications given the volume and public importance of government litigation.

Relevant Indian Law

• Government of India (Transaction of Business) Rules: Government filings in courts are prepared by Legal Affairs divisions with institutional processes. AI-assisted drafting in government legal departments is a plausible and emerging risk that these institutional processes must account for.
• Advocates Act Section 35 / BCI Rules: Government counsel are advocates subject to the BCI Rules. AUSA Renfer’s fabricated citations, if committed by a Standing Counsel in an Indian court, would engage BCI Rule 9 (not mislead the court) and potentially the Contempt Act.
• Constitutional importance of government filings: Government counter-affidavits in writ proceedings are considered evidence before the High Court and Supreme Court. A fabricated regulatory quotation in a counter-affidavit — analogous to Renfer’s fabricated 32 C.F.R. quotation — could constitute perjury by the government official whose signature it bears.

Three Practical Tips

1. Government legal departments must implement AI verification protocols, not just prohibitions. Banning AI use is impractical; implementing verification requirements for all AI-assisted drafts is achievable. Every quotation attributed to a case or regulation must be checked against the official text before any government filing is signed.
2. The “unfinalized draft” explanation does not work for a pattern of errors. A single inadvertent filing mistake can be explained as human error. A pattern across five filings cannot. Indian government counsel must ensure that AI-assisted drafts go through a citation verification stage before filing — not just a general review.
3. Fabricating regulatory text is as serious as fabricating case law. In Indian administrative proceedings, regulatory text — SEBI Regulations, RBI Circulars, FEMA Notifications — is frequently quoted in submissions. AI tools are as prone to fabricating regulatory text as case law text. Verify every regulatory quotation against the official Gazette or regulator’s website.

Quick Takeaways

• An AUSA (federal government attorney) has been issued an AI hallucination show cause order — confirming that government counsel face the same verification duties as private practitioners.
• Fabricating quotations from regulations (C.F.R.) is an independent and under-discussed AI hallucination variant that arises frequently in administrative law cases.
• Courts will summon institutional supervisors when the pattern of AI errors suggests a systemic failure rather than individual inadvertence — institutional accountability is on the table.
• The “unfinalized draft” explanation does not survive review of a five-filing pattern — courts review all submissions by counsel, not just the one being challenged.
• In India: government counter-affidavits bearing AI-fabricated regulatory quotations could give rise to both BCI and contempt proceedings; government legal departments must build AI verification into their institutional drafting processes.