Public trackerCorpus refreshed Oct 28, 2026 路 Latest decision Oct 23, 2026Public incidents are risk signals, not usage-adjusted rates
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Source-linked corpus view

United States

United States appears in 1,510 of 2,223 public corpus records (67.9%). This page describes the recorded dataset, not an incidence rate, prevalence of AI use, or a prediction of future outcomes.

Matched records1,510
Corpus denominator2,223
Source linked99.7%
Latest trackedOct 23, 2026
Evidence-based answer

What patterns appear in the public records associated with United States?

AI Vortex currently links 1,510 source-linked public matters associated with United States. The most frequently recorded issue signals are Fabricated authorities (1,271), Misrepresented authority (664) and Fabricated or altered quotations (617). Recorded responses and outcomes include Warning or admonishment (601), No adjudicated consequence recorded (402) and Monetary sanction (251). Categories can overlap within the same matter, and these counts describe this public corpus rather than the overall behavior or sanction rate of the country.

Every count below links to the exact matching records. The linked source, subsequent docket history, and local procedural context remain controlling.

Leading issue signalFabricated authorities1,271 records
Leading recorded responseWarning or admonishment601 records
Known USD amounts$1,667,570.23209 known 路 44 unquantified
Recorded date rangeJun 14, 2023through Oct 23, 2026
Observed issue mix

What problems appear in these records?

Issue categories can overlap within a single matter.

Recorded consequences

How did courts or authorities respond?

Response categories can overlap and do not imply that every matter ended in a sanction.

Participant context

Who appears in these matters?

Matter context

Which practice areas are represented?

Attribution status

How is AI involvement recorded?

Unspecified attribution is not evidence that a particular vendor was used.

Corpus evolution

When were these matters recorded?

Public records in this view

Showing the most recent 24 of 1,510 matching records.

American Leadership Academy, et al. v. Kristina Sherburne, et al.CA Arizona (1d) 路 AZ 路 No tool named in source
Oct 23, 2026
Boyd v. Beachwood City School District Board of EducationN.D. Ohio 路 OH 路 Unidentified
Oct 23, 2026
Lewis v. Cameron-NicholsCA Arizona 路 AZ 路 No tool named in source
Oct 23, 2026
Paananen v. Peckham, Inc.W.D. Michigan 路 MI 路 No tool named in source
Oct 23, 2026
Johnny Tyson II v. Warren Inn Haltom City Ltd. d/b/a Acacia ApartmentsCA Texas (2d) 路 TX 路 No tool named in source
Oct 22, 2026
Moore v. Jackson Walker LLP, et al.S.D. Texas 路 TX 路 No tool named in source
Oct 21, 2026
U.S. Department of Health and Human Services and National Treasury Employees Union, 74 FLRA No. 87Federal Labor Relations Authority 路 US 路 AI (implied, unspecified)
Oct 21, 2026
Chilingarian v. Blanche10th Cir. CA 路 US 路 No tool named in source
Oct 20, 2026
Weyland v. Second Judicial District Court, et al.D. Nevada 路 NV 路 No tool named in source
Oct 20, 2026
Commonwealth v. ButlerSC Pennsylvania 路 PA 路 No tool named in source
Oct 19, 2026
Hadarou Sare v. Central Collection Unit, et al.AC Maryland 路 MD 路 No tool named in source
Oct 16, 2026
Waushara County v. Beatrice BruningCA Wisconsin 路 WI 路 No tool named in source
Oct 15, 2026
Davis v. Tressler and YorkCA Indiana 路 IN 路 No tool named in source
Oct 14, 2026
Sabatini v. Pennsylvania Public Utility CommissionC. Pennsylvania 路 PA 路 No tool named in source
Oct 14, 2026
Deen v. VMK, Inc.CA California (6d) 路 CA 路 No tool named in source
Oct 13, 2026
King v. AT&T Corp. et al.W.D. Washington 路 WA 路 No tool named in source
Oct 13, 2026
Thornton v. Amazon.com Services LLCE.D. California 路 CA 路 No tool named in source
Oct 13, 2026
Cox v. Mitchell5th Cir. CA 路 US 路 Unidentified
Oct 9, 2026
Glenn v. Absolute Resolutions Investments, LLC, et al.M.D. Florida 路 FL 路 Unidentified
Oct 9, 2026
In the Matter of Gary Brown, Jr.AC Maryland 路 MD 路 No tool named in source
Oct 8, 2026
Thorogood v. Merit Systems Protection BoardFed. Cir. 路 US 路 Unidentified
Oct 8, 2026
U.S. Bank Trust National Association, as Trustee of the Chalet Series IV Trust v. Rosy Esprecion ThomasHawaii ICA 路 HI 路 No tool named in source
Oct 8, 2026
Butler v. The Travelers Indemnity CompanySC Connecticut 路 CT 路 No tool named in source
Oct 7, 2026
Duckett v. Board of Regents of the University of Wisconsin SystemW.D. Wisconsin 路 WI 路 Unidentified
Oct 7, 2026
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Scope and limitation

This page groups existing structured public-record fields. For judges, the counts describe matters in which that person is recorded as a decision-maker; they do not establish a judge鈥檚 general practices or sanction rate. For every entity type, the view is not a comparison against unobserved proceedings.

Indexing and evidence status

This public entity profile is indexable and meets the evidence-depth baseline of at least 3 source-linked records.