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AI-related errors in Mississippi TRO draw appeals court scrutiny

6 OCTOBER 2026·2 MIN READ·4 SOURCES

In a Mississippi challenge to the state’s anti-DEI law, the state said the TRO referred to parties and allegations outside the case; the appeals court questioned whether AI use might have affected the court’s legal reasoning.

AI-related errors in Mississippi TRO draw appeals court scrutiny

Key takeaways · 3

  • 01

    The state said the original TRO referred to people and allegations outside the case record and quoted terms absent from the law.

  • 02

    Wingate identified the clerk’s AI platform as Perplexity and described the filed TRO as an early draft that had not received standard review.

  • 03

    The corrective measures require independent review of draft court documents and printed copies of cited cases attached to final drafts.

What went wrong in the order

The plaintiffs sued Mississippi in June 2025 to block H.B. 1193, an anti-DEI law that had just taken effect.[1] Wingate granted their request for a TRO on July 20.[1] In a motion filed two days later, the state said the order referred to parties who were not in the case and allegations absent from both the complaint and the record.[1] The state also said the TRO cited declarations from four people whose declarations were not in the record and quoted terms that did not appear in the law.[1] Reuters reported that Wingate identified the platform used by the clerk as Perplexity and called the filing a lapse in human oversight.[2]

Correction did not end the dispute

Wingate removed the original TRO from the docket and replaced it with a corrected order signed July 22 but backdated to July 20, according to state attorneys.[1] Wingate described the filed order as an early draft that had not gone through the standard review process.[1] The platform was described as a foundational drafting assistant for synthesizing publicly available information on the docket.[1] The state’s attorney general later asked a federal appeals court to overturn Wingate’s preliminary injunction blocking enforcement of Mississippi’s DEI restrictions and to reassign the judge.[2] At the appeal hearing, the panel asked lawyers to be prepared to address reassignment if the case returned to district court.[2]

Oversight is now a central question

The appeals panel appeared poised to call for a different judge, and it questioned whether AI use might have affected the lower court’s legal reasoning.[2] Reuters reported that the court’s AI-related errors raised significant concerns about its deliberative process.[2] Shults told the appeals court that the amended order contained another AI-related citation error.[2] Plaintiffs’ lawyer Robert McDuff argued that AI did not tell Wingate to grant the TRO and opposed reassignment.[2] Wingate’s corrective measures require a second independent review of draft opinions, orders and memos, and require cited cases to be printed and attached to final drafts.[3] Reuters reported that U.S. courts had no uniform rules for judges’ and lawyers’ AI use, while attorneys must verify filings.[2]

Wingate’s corrective measures require a second independent review of draft opinions, orders and memos and require cited cases to be printed and attached to the final draft. Attorney Graydon Sommer said court policy should be based on demonstrated reliability and that improved AI performance should not change responsibility for a signed order’s accuracy and reasoning.

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How this developed

  1. 6 October 2026

    AI-related errors in Mississippi TRO draw appeals court scrutiny

Sources

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