The record

Where automated decisions went wrong

Incidents gathered from public reporting around the world. Each one links to the articles it came from. None of it is a finding that anyone broke the law.

Reports people file about their own experience are not shown here and never will be without their agreement. Tell us what happened to you.

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92 incidents closest to “Tabular Review” · matched on meaning · public reporting

WF-ZQ3YFL1 Dec 2020

Retorio AI personality test swayed by candidate appearance in BR experiment

Bayerischer Rundfunk journalists conducted experiments with Retorio's AI video interview analysis tool. The AI, which assesses personality traits from short videos, produced different scores when the same actress changed her appearance (glasses, headscarf, wig) or the video background and lighting were altered. The start-up Retorio acknowledged that the AI considers external image, similar to a human interviewer. Experts warned that such software could perpetuate stereotypes and unfairly affect job candidates.

AI system involved
Retorio AI

10 source articles · read the reporting →

WF-ILB6X17 Jul 2026

Recurso de Suplicación 0005472/2025 (T.S.X. Galicia): AI-hallucinated content in court filing, Bar Referral

The AI generated false legal citations that were included in a court filing, misleading the court and potentially harming the client's case.

1 source article · read the reporting →

WF-5ZG7P524 Aug 2026

Michael L. Ruiz v. Magellan Financial & Insurance Services (2) (D. Arizona): AI-hallucinated content in court filing, Formal public reprimand

AI-hallucinated fake quotations were included in court filings submitted by counsel Elizabeth Tate, misleading the court.

1 source article · read the reporting →

WF-AAQNX125 Sep 2026

Aguilar v. The Crawford Group, Inc. (D. Massachusetts): AI-hallucinated content in court filing, Adverse Costs Order; Pro hac vice status…

The AI generated fake legal citations that were included in a court filing, misleading the court and opposing counsel.

Company involved
Lindemann Law Firm

1 source article · read the reporting →

WF-WZ4LUU4 Aug 2026

Barteca Holdings v. Tacobarn (D. Connecticut): AI-hallucinated content in court filing, Monetary Sanction; Bar Referral

The attorney filed a court document containing AI-hallucinated legal authorities, misleading the court and opposing party.

Company involved
Hilary Miller

1 source article · read the reporting →

WF-M3PW5F27 Aug 2026

Thomas Raynard James v. Detective Kevin Conley, et al. (S.D. Florida): AI-hallucinated content in court filing, Bar Referral

AI generated hallucinated content in a court filing, affecting the legal process and the lawyers who filed it.

1 source article · read the reporting →

WF-LKR1LN18 Aug 2026

Joann LeDoux v. Outliers, Inc. (2) (W.D. Washington): AI-hallucinated content in court filing, Expert Brief excluded/struck

The AI-generated hallucinated citations in an expert report led to the exclusion of the expert and dismissal of the plaintiff's case.

1 source article · read the reporting →

WF-WO14ER10 Jul 2026

Akerlund v. Atlas Air, Inc., et al. (11th Cir. CA): AI-hallucinated content in court filing, Bar Referral

The system generated fake legal citations that were included in a court filing, potentially misleading the court and prejudicing the client's case.

1 source article · read the reporting →

WF-5TUURF1 Jun 2026

Heriberto Perez-Castillo v. Todd W. Blanche (7th Cir. CA): AI-hallucinated content in court filing, Monetary Sanction; Admonishment; Bar Referral

The AI generated false legal citations and quotations in an appellate brief, misleading the court and harming the client's immigration appeal.

1 source article · read the reporting →

TOV Realty, LLC v. Suarez; Kosel Equity, LLC v. MacGregor (SC Connecticut): AI-hallucinated content in court filing, 6 hours CLE;…

The AI generated legal briefs containing fabricated citations, which were submitted to the Connecticut Supreme Court.

Company involved
GLG Law LLC
AI system involved
ChatGPT

1 source article · read the reporting →

WF-YWUJN81 Oct 2024

Company fires HR team after ATS auto-rejects manager's CV due to filtering error

A company's applicant tracking system (ATS) auto-rejected qualified candidates' resumes for three months because it was filtering for the outdated framework AngularJS instead of the required Angular framework. The manager discovered the flaw by submitting his own CV under a pseudonym and found it was rejected within seconds. After the manager reported the issue to upper management, the company investigated and dismissed half of its HR team. No legal action or regulatory involvement is reported.

4 source articles · read the reporting →

WF-ARIFZJ13 Jul 2011

DCPS used allegedly false test scores in teacher value-added evaluations

The District of Columbia Public Schools used student test scores from schools under investigation for cheating in value-added calculations for teacher evaluations. More than 200 teachers were terminated based on these evaluations. Teachers can appeal their ratings to the chancellor, but decisions will not be made before the next school year. The school system removes affected scores only when cheating is confirmed.

Company involved
District of Columbia Public Schools
AI system involved
value-added model

10 source articles · read the reporting →

Mazaheri v Law Society of Ontario (Law Society Tribunal (ON)): AI-hallucinated content in court filing, Adverse Costs Order

AI generated fabricated legal citations in a court filing by Shahryar Mazaheri.

1 source article · read the reporting →

WF-QJLLJJ14 Jul 2026

In re Rosslyn2016, LLC, et al. (S.D. Texas (Bankruptcy)): AI-hallucinated content in court filing, CLE on generative AI; Civil Contempt;…

The AI generated fabricated legal citations that were submitted to the bankruptcy court.

1 source article · read the reporting →

WF-1FBZ1K11 Jun 2026

Quinteros v. Harbor Distributing, LLC (CA California (1d)): AI-hallucinated content in court filing, Monetary Sanction; Bar referral

AI generated hallucinated legal citations that were filed in court, misleading the court and opposing counsel.

Company involved
Lipeles Law Group

1 source article · read the reporting →

WF-P5UO9B6 Aug 2026

In re BFI Waste Sys. of Tenn. (M.D. Tennessee): AI-hallucinated content in court filing, Public reprimand; Monetary sanction

The AI generated false legal quotations that were submitted to the court in a legal brief.

Company involved
Ringger

1 source article · read the reporting →

WF-7BPMKL2 Jun 2026

Reaves Law Firm, PLLC v. Baker, Donelson, Bearman, Caldwell & Berkowitz, PC, et al. (W.D. Tennessee): AI-hallucinated content in court…

The AI generated fictitious legal authorities and arguments that were filed in a court motion, misleading the court and opposing counsel.

Company involved
Reaves Law Firm, PLLC

1 source article · read the reporting →

WF-JBCO7J24 Oct 2023

Four commercial large language models perpetuate race-based medical misconceptions

A study published in npj Digital Medicine tested four commercial large language models (Bard, ChatGPT, GPT-4, and Claude) for their tendency to propagate discredited race-based medical beliefs. When asked about kidney function, lung capacity, and skin thickness, the models sometimes endorsed debunked racial differences, particularly affecting Black patients. The study concludes that these biases pose a potential hazard and urges caution before using such models in clinical decision-making.

Company involved
Not named in article (refers to commercial LLMs generically as Google's Bard, OpenAI's ChatGPT and GPT-4, and Anthropic's Claude)
AI system involved
Bard, ChatGPT, GPT-4, Claude

6 source articles · read the reporting →

IRCC uses AI triage for Temporary Resident Visa applications

Immigration, Refugees and Citizenship Canada (IRCC) uses an AI system called Advanced Analytics to triage Temporary Resident Visa applications from India and China. The system categorizes applications into tiers, with Tier 1 approved automatically and others sent to human officers. Critics allege the system lacks transparency and may introduce bias, leading to visa refusals without clear rationale. The author, a Canadian immigration lawyer, is filing Federal Court cases on behalf of clients affected by refusals.

Company involved
Immigration, Refugees and Citizenship Canada (IRCC)
AI system involved
Advanced Analytics Triage of Overseas Temporary Resident Visa Applications

10 source articles · read the reporting →

WF-2ABL3N30 Nov 2023

Bavarian police test Palantir data mining with real personal data

The Bavarian State Criminal Police Office (LKA) has been testing Palantir's data mining software, called VeRa, with real personal data for months. The Bavarian data protection commissioner only learned of the test through a media inquiry and has announced a review. The Interior Ministry claims the test is lawful under current law, but critics argue a legal basis is missing.

Company involved
Bayerisches Landeskriminalamt
AI system involved
VeRa

7 source articles · read the reporting →

WF-MFXC8G1 Aug 2023

Amazon merchants complain about AI review summaries focusing on negatives

Amazon introduced an AI-powered feature to generate summaries of customer product reviews. Merchants reported that the AI inaccurately highlights negative feedback, even when only a small percentage of reviews are critical. The summaries may exaggerate negative themes, potentially harming sales. Amazon acknowledged the issue and said it is working to refine the technology based on seller feedback.

Company involved
Amazon
AI system involved
AI-powered review highlights

5 source articles · read the reporting →

Study finds ChatGPT provides inaccurate drug information responses

A study presented at the ASHP Midyear Clinical Meeting found that ChatGPT's responses to nearly three-quarters of drug-related questions were incomplete or inaccurate. The AI system also generated fake citations to support some responses. Researchers warned that healthcare professionals and patients should verify ChatGPT's medication information using trusted sources to avoid potential harm.

Company involved
OpenAI
AI system involved
ChatGPT

8 source articles · read the reporting →

Study finds LLMs used in up to 16.9% of AI conference peer reviews

According to a new paper on arXiv, researchers have begun using generative AI services to help write peer reviews of machine learning papers submitted to leading AI conferences. The study analysed reviews from ICLR 2024, NeurIPS 2023, CoRL 2023 and EMNLP 2023 and estimated that between 6.5% and 16.9% of review text may have been substantially modified by large language models. The authors argue that this risks depriving authors of diverse expert feedback and may skew reviews towards AI model biases. They have called for greater transparency about the use of LLMs in peer review.

9 source articles · read the reporting →

WF-IG5R9T9 Apr 2024

Texas uses AI to grade student STAAR test answers

The Texas Education Agency will use an automated scoring engine to grade written answers on the 2023 STAAR tests, replacing thousands of human graders. The system uses natural language processing and will initially score all responses, with a quarter rescored by humans. Educators have expressed concerns about the system's fairness and the potential for errors, especially for creative or non-standard answers.

Company involved
Texas Education Agency
AI system involved
automated scoring engine

10 source articles · read the reporting →

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