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Oklahoma Judge’s Reported ChatGPT Citation Failure Puts AI Verification On The Bench

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Oklahoma Judge's Reported ChatGPT Citation Failure Puts AI Verification On The Bench

The next AI-citation case is not about a lawyer filing a brief with fake authority.

It is about a judge's order.

In Stephens County, Oklahoma, Associate District Judge Lawrence M. Wheeler denied a mother's motion for a psychological evaluation in a paternity and custody case. The order cited two Oklahoma Court of Civil Appeals decisions that the challenger later told the Oklahoma Supreme Court did not exist. News reports, citing an August letter from Stephens County District Attorney Jason Hicks to the Oklahoma Attorney General, say Wheeler later told an Oklahoma State Bureau of Investigation investigator that he used ChatGPT for research and that at least two case citations generated by ChatGPT and included in the order did not exist.

That makes the episode different from the familiar lawyer-sanctions pattern. The basic verification duty is the same: a legal authority must exist, and it must support the proposition for which it is used. But when the false authority appears in a judicial order, the harm profile changes. The order itself becomes the source of legal pressure. It can impose fees, reprimand counsel, change the trajectory of a family-law case, and force the affected party to seek emergency appellate relief before the error is corrected.

The record also shows the case did not end with a headline. The challenged order was vacated. The public reprimand was purged. Related attorney-fee and penalty issues were stayed or reversed for evidentiary hearings. The Oklahoma Supreme Court original proceeding was dismissed after those corrective orders. Wheeler later recused from the underlying case.

That is the full story: a custody fight, an AI-tainted order, a writ petition, a corrective retreat, a dismissal, a recusal, and a later public investigation report that did not become a criminal prosecution.

The Case

The underlying case is Adriane E. Capers v. Marvin A. Jones, No. FP-2022-16, in Stephens County District Court. The Stephens County docket shows the paternity action was filed in September 2022.

By 2025, the docket reflected continuing custody, visitation, attorney-fee, and motion practice. On September 29, 2025, Capers filed a motion requesting a psychological evaluation and mental-health testing and assessment of Jones. The motion invoked Oklahoma's mental-examination procedure, and the later Supreme Court filing says it also cited Oklahoma's family-law mental-examination statute.

On November 17, 2025, the Stephens County court filed a "Notice of Decision & Order" denying the motion. The order itself was signed November 19.

The order said the paternity action had been pending for more than three years under a temporary order. It said Jones had temporary sole custody under a prior order, while Capers had no visitation. It also said Capers had offered no specific facts, medical evidence, or other support showing that Jones's mental condition was in controversy or that a mental examination was necessary.

The order could have stopped with that case-specific analysis. It did not.

After quoting the U.S. Supreme Court's Schlagenhauf v. Holder standard for mental examinations, the order stated that the Oklahoma Court of Civil Appeals had "explicitly adopted" Schlagenhauf for Oklahoma section 3235 examinations in Cummings v. Cimarron Elevator Co., 1998 OK CIV APP 44, 958 P.2d 594. It also cited Hawkins v. Linhart, 2009 OK CIV APP 106, 234 P.3d 240, for the proposition that section 3235 is not self-executing and requires an "in controversy" and "good cause" showing.

Those citations became the problem.

The Fake Cases Were Not A Footnote

The fake cases mattered because the order used them as part of the legal analysis supporting denial of the examination motion.

The order also went further. It found Capers's motion "frivolous in nature" and intended to harass Jones. It awarded Jones "whatever attorneys fees and costs he incurred" because of the motion, added those amounts to a prior fee award, publicly reprimanded Capers's counsel for "stooping to such frivolous trial tactics," and warned that future filings of similar character could face sanctions under 12 O.S. section 2011.

Capers then went to the Oklahoma Supreme Court.

On February 19, 2026, she filed an application to assume original jurisdiction and a petition for writ of prohibition in Capers v. Wheeler, No. PR-123810. The proceeding named Wheeler, not Jones, as respondent and arose from Stephens County case FP-2022-16.

The brief in support did the citation work the trial-court order had not done. It said the order's citation "1998 OK CIV APP 44" actually yields Robbins v. Robbins, a custody-jurisdiction/ex parte-communication case that does not address section 3235 or Schlagenhauf. It said "958 P.2d 594" points instead to Harpole v. State, an Idaho case, not an Oklahoma Court of Civil Appeals decision adopting Schlagenhauf. It said "2009 OK CIV APP 106" yields Bunch v. Terpenning, a Consumer Credit Code case, and "234 P.3d 240" points to a Washington case, not the claimed Oklahoma authority.

The brief's conclusion was cautious but clear: Cummings v. Cimarron Elevator Co. and Hawkins v. Linhart "appear to be non-existent."

That careful wording is important. The court filing did not need to prove a grand theory of AI. It showed that the authorities named in the trial-court order did not match the reporter citations or Oklahoma appellate numbers the order gave them. For a litigant facing fees, sanctions warnings, and a public reprimand of counsel, that was enough to make the order unstable.

The Corrective Orders

The first correction came quickly.

On February 26, 2026, the Stephens County court entered an agreed order. It vacated the November order denying the psychological-evaluation motion, set the motion for an evidentiary hearing, and purged the public reprimand. It also stayed the October 14 attorney-fee decision and daily $50 penalty, and it set related fee issues for reconsideration at an evidentiary hearing.

The next day, the court entered an amended agreed order. The amendment made the cleanup more explicit. It vacated the finding that the psychological-evaluation motion was frivolous and vacated the $50 daily penalty.

On March 3, Capers moved to dismiss the Supreme Court proceeding. The motion said Wheeler had entered orders vacating the previous decisions complained of and had taken corrective action. It argued the case could be voluntarily dismissed or treated as moot because effective relief was no longer needed.

The Oklahoma Supreme Court granted the dismissal that same day and struck the scheduled referee hearing.

That procedural sequence matters. The Supreme Court did not issue a merits opinion deciding whether Wheeler used AI or whether the nonexistent cases independently required relief. The challenge was dismissed after the trial court corrected the orders. The public record therefore supports a narrower, more precise conclusion: the order with the nonexistent citations was challenged, the challenged provisions were vacated or corrected, and the appellate original proceeding ended because the corrective action removed the need for emergency relief.

The Recusal

The docket did not end there.

On April 20, 2026, Wheeler entered an order of disqualification. The order said that, after further consideration of the facts and circumstances involved in the litigation, the court recused itself and asked for another judge to be assigned. On April 27, the Stephens County docket recorded an assignment order.

That means the case moved to another judge after the fake-citation episode. It does not, by itself, tell us the full reason for the recusal. But in context, it is part of the case's procedural afterlife: the same judge whose order cited the two nonexistent cases vacated the order, corrected related sanctions and fee issues, and then stepped away from the case.

The Investigation Reporting

The AI part became public months later.

NewsOn6 reported that Stephens County District Attorney Jason Hicks sent an August 17, 2026 letter to Oklahoma Attorney General Gentner Drummond asking that Hicks's office be disqualified from any potential prosecution because Wheeler regularly presided over cases involving the office. According to that report, Hicks wrote that allegations referred by the Oklahoma Council on Judicial Complaints included claims that Wheeler used ChatGPT to produce a court order; Hicks also wrote that Wheeler acknowledged using case citations generated by ChatGPT and that at least two citations in the order did not exist.

KFOR/Yahoo and NewsNation reported the same core point, and Reason's Volokh Conspiracy quoted Reuters as reporting the same attribution to the August 17 letter: Wheeler allegedly told an OSBI investigator he used ChatGPT for research, wrote the order himself, and included two nonexistent citations generated by ChatGPT. NewsOn6 also reported that Hicks's letter referenced separate allegations, including an allegation that Wheeler offered to amend the order in exchange for dismissal of a writ seeking Oklahoma Supreme Court relief, and allegations involving jury deliberations.

Those are investigative allegations and reported statements from a letter. They should not be overstated. The Oklahoma Attorney General's office told NewsOn6 that its Criminal Justice Division reviewed the OSBI investigation and determined that the evidence did not support a criminal prosecution. The same statement said the Oklahoma Supreme Court and the Court on the Judiciary have ultimate jurisdiction over judicial discipline for inappropriate judicial behavior, regardless of whether conduct violates a criminal statute.

That distinction is critical. No criminal prosecution is not the same thing as "nothing happened." It means the attorney general did not see a criminal case. The judicial-discipline question belongs somewhere else.

Why This Is Different From Lawyer Hallucination Cases

Most AI citation failures reach public view because a lawyer filed a bad brief. Courts then respond with sanctions, fee awards, bar referrals, brief-striking orders, or warnings.

This case inverts that pattern.

Here, the trial-court order itself included the false authorities. The litigant then had to challenge the order by writ. That is a different institutional risk because judges do not merely advocate. They decide.

When a lawyer's AI-generated citation fails, the court can reject it. When a judge's AI-generated citation fails, the order may already have shifted leverage, imposed costs, changed hearing posture, criticized counsel, or forced appellate intervention before the defect is corrected.

That does not mean judges can never use AI. Courts are already experimenting with AI for administration, drafting support, translation, transcript workflows, research, and self-help tools. The lesson is narrower and more serious: if AI enters the path toward an order, the judge or chambers must verify the legal source before it becomes judicial authority.

The verification standard cannot be lower on the bench than it is for lawyers.

What Court Systems Should Learn

The practical fix is not mysterious.

First, chambers should separate drafting assistance from authority verification. A tool can help organize issues or locate possible sources, but no cited case should enter an order until a human verifies that the case exists, that the citation matches, and that the case supports the proposition used.

Second, court systems should treat citation checking as part of order quality control. That is especially important for orders imposing fees, sanctions, contempt exposure, professional criticism, or custody-related consequences.

Third, judges and staff need disclosure and escalation rules. If an order is later found to contain AI-generated false authority, the correction process should be prompt, transparent, and docketed. Vacatur and amended orders can fix the litigation problem, but the system also needs a way to document how the failure happened and how recurrence will be prevented.

Fourth, AI policies for courts should cover judicial work, not only lawyer filings. Many court AI rules focus on lawyers, parties, and self-represented litigants. This episode shows why internal judicial workflows need the same discipline.

Fifth, courts should preserve the difference between technological assistance and judicial responsibility. The order is the court's act. A model cannot bear responsibility for a citation that becomes part of a judicial ruling. The human legal institution owns that step.

Bottom Line

The Stephens County episode is a warning from the other side of the bench.

In Capers v. Jones, a trial-court order denying a psychological-evaluation motion cited two Oklahoma appellate cases that the later Supreme Court filing showed did not match real Oklahoma authority. The order imposed consequences beyond denial of the motion. The affected party sought extraordinary relief. The challenged order and related sanctions issues were vacated or corrected. The Supreme Court proceeding was dismissed after that correction. The judge later recused. News reports, citing the district attorney's letter, say the judge acknowledged to investigators that the nonexistent citations came from ChatGPT research.

The legal system already knows what to say to lawyers: verify before filing.

This case adds the judicial version: verify before ruling.

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