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.

Clear

140 incidents closest to “Consumer Report by Plaid Check” · matched on meaning · public reporting

WF-0YQPL21 Jan 2019

iBorderCtrl lie detector falsely flagged honest reporter as liar

A journalist testing Europe's iBorderCtrl virtual policeman at the Serbian-Hungarian border gave honest answers but was deemed a liar by the system, scoring 48 out of 100 with four false answers flagged. The Hungarian policeman said the result suggested further checks, though none were carried out. The reporter only learned of the result after filing a data access request under European privacy laws. Experts and transparency activists have criticised the technology as pseudoscientific and potentially discriminatory.

Company involved
iBorderCtrl consortium
AI system involved
Silent Talker / iBorderCtrl virtual policeman

10 source articles · read the reporting →

Prosecraft shut down after using authors' books without consent for AI analytics

Prosecraft, a fiction analytics site, used the full text of over 25,000 books without author consent to train its AI algorithms and provide writing statistics. Authors protested on social media, demanding removal of their works. The developer, Benji Smith, subsequently shut down the site and wrote a blog post explaining his actions.

Company involved
Prosecraft
AI system involved
Prosecraft

10 source articles · read the reporting →

WF-CQREJ01 Apr 2021

Proctorio anti-cheating software failed to catch student cheaters in study

Researchers at the University of Twente in the Netherlands tested Proctorio, an anti-cheating software, by asking 30 computer science students to sit an exam while six of them cheated. Proctorio did not flag any of the cheaters and flagged some honest students for irregular behaviour. An independent human review caught only one of the six cheaters. Proctorio disputed the study's methodology and cited other research.

Company involved
Proctorio
AI system involved
Proctorio

5 source articles · read the reporting →

DWP algorithm mistakenly flags 200,000 Housing Benefit claimants for fraud review

The UK Department for Work and Pensions (DWP) uses an algorithm to flag Housing Benefit claimants for possible fraud or error. According to a Big Brother Watch investigation, the algorithm has mistakenly flagged 200,000 innocent people, subjecting them to intrusive reviews. Only one in three flagged cases actually had errors, compared to two in three during the pilot. The DWP has spent £4.4 million on these pointless checks.

Company involved
Department for Work and Pensions (DWP)

6 source articles · read the reporting →

WF-WNW5CS24 Oct 2025

AI-generated fact check falsely accuses MSNBC of using outdated protest footage

An AI-generated fact check on X falsely claimed that MSNBC aired outdated video footage to inflate the size of anti-Trump protests. Conservatives, including Senator Ted Cruz, relied on the AI hallucination to accuse MSNBC. NewsGuard debunked the claim, stating the footage was legitimate.

3 source articles · read the reporting →

Meta's cross-check program delays removal of violating content for privileged users

The Oversight Board's policy advisory opinion on Meta's cross-check program found that the system grants certain users, such as business partners and celebrities, additional human review before removing violating content, while ordinary users face immediate removal. This unequal treatment allows potentially harmful content to remain on the platform for days, and Meta has failed to track whether the program improves accuracy. The Board made 32 recommendations to address these flaws.

Company involved
Meta
AI system involved
cross-check program

10 source articles · read the reporting →

Audit of RisCanvi finds biases and reliability issues in criminal justice system

Eticas conducted an adversarial audit of RisCanvi, an AI risk assessment tool used in Catalonia's criminal justice system. The audit uncovered biases in risk classifications against specific demographics and significant reliability issues. The findings call for fairer practices in criminal justice AI.

Company involved
Catalonia's criminal justice system
AI system involved
RisCanvi

4 source articles · read the reporting →

WF-OP475C1 Jan 2018

Dutch probation service's OXREC algorithm flawed, leading to incorrect recidivism risk assessments

The Dutch Inspectorate of Justice and Security (Inspectie JenV) published a report finding that the probation service's (Reclassering) OXREC algorithm contains serious flaws, including swapped formulas and incorrect numbers, causing about a quarter of risk assessments to be wrong. The algorithm, used since 2018 for about 44,000 cases per year, also uses variables that can lead to discrimination, such as neighborhood score and income. The Inspectorate recommended immediate correction or temporary suspension. The probation service announced it would temporarily stop using OXREC.

Company involved
Reclassering Nederland
AI system involved
OXREC

4 source articles · read the reporting →

WF-EBIPSN1 Dec 2025

Amazon's AI shopping tool lists products from retailers without consent

Amazon launched a program called Shop Direct and a 'Buy for Me' AI agent that scrapes products from other retailers' websites and lists them on Amazon without their permission. Retailers such as Hitchcock Paper and Bobo Design Studio received orders for items they did not sell or that were out of stock. Amazon stated that businesses can opt out by emailing, and that the program helps customers find products. Some retailers have accused Amazon of exploiting their businesses.

Company involved
Amazon
AI system involved
Shop Direct / Buy for Me

5 source articles · read the reporting →

Pega's Hidden AI Tool Listens To US Bank Calls, Suit Says - Law360

The system secretly recorded customer service calls, affecting bank customers.

Company involved
U.S. Bancorp

1 source article · read the reporting →

WF-1YTNE61 Jan 2026

New Records Show Medicare WISeR AI Prior Authorization Model Causing Inappropriate Denials of Care - Medicare Rights Center

The system denied or delayed prior authorization for medical procedures, affecting Medicare beneficiaries in six states.

Company involved
Centers for Medicare & Medicaid Services
AI system involved
WISeR

1 source article · read the reporting →

WF-Y1WBTU22 Mar 2022

Citizens Advice finds ethnicity penalty in car insurance pricing

Citizens Advice conducted exploratory research into car insurance pricing and found that people of colour may be paying £250 more per year than White people. The research suggests that areas with large communities of colour may be identified as more risky by algorithms, even when objective risk factors are controlled. Citizens Advice has called on the Financial Conduct Authority to investigate the issue.

9 source articles · read the reporting →

WF-UF6BMA1 Jan 2018

TransUnion AI tenant screening denied 75-year-old man apartment due to mistaken littering conviction

Chris Robinson, then 75, applied for a senior living apartment in California. The property manager used an AI screening program from TransUnion, which assigned him a low score based on a mistaken conviction for littering that belonged to a different person with the same name in Texas. Robinson lost the apartment and his application fee. A federal class-action lawsuit against TransUnion moved toward a $11.5 million settlement in 2023.

10 source articles · read the reporting →

WF-04DJR81 Jun 2020

Kmart's facial recognition system for refund fraud found unlawful by Privacy Commissioner

Kmart Australia deployed facial recognition technology in 28 stores from June 2020 to July 2022, capturing biometric data of every customer entering the stores and those at returns counters to detect refund fraud. The system collected sensitive information without notifying customers or obtaining their consent. The Australian Privacy Commissioner found that Kmart breached the Privacy Act, as the exemption for unlawful activity did not justify the indiscriminate and disproportionate collection of biometric data from thousands of individuals. Kmart has ceased using the system and cooperated with the investigation.

Company involved
Kmart Australia Limited

7 source articles · read the reporting →

WF-M7MNAV1 Feb 2022

Broward College student flagged by Honorlock and accused of cheating

A 17-year-old Black student at Broward College was flagged by Honorlock, a remote proctoring system, during an online biology exam in February 2022. Her professor reviewed the recording and accused her of academic dishonesty for looking down and away from the screen; the college found her responsible for noncompliance and gave her a zero and a warning. The student says she was only thinking and fidgeting, and the article reports that the video is ambiguous. Honorlock says it does not definitively identify cheaters and the final decision rests with the school.

Company involved
Broward College
AI system involved
Honorlock

2 source articles · read the reporting →

Facebook exempted Trump and other high-profile users from content enforcement rules.

An internal Facebook program called XCheck granted special treatment to millions of high-profile users, including former President Donald Trump and Senator Elizabeth Warren, exempting them from content enforcement rules. The program, initially for quality control, was expanded to whitelist users deemed newsworthy or PR-risky, with the system failing to enforce rules against them. Internal documents revealed that the program made mistakes, often wrongly taking action against high-profile users. Facebook has attempted to phase out the practice but has struggled.

Company involved
Facebook
AI system involved
XCheck

10 source articles · read the reporting →

Amazon's Choice Algorithm Recommends Defective and Misleading Products

Amazon's 'Amazon's Choice' label, awarded by an algorithm based on reviews, price, and stock, has been found to recommend defective and potentially dangerous products. Examples include an inaccurate infant thermometer, a flask that turned alcohol black, and a vacuum that barely worked. The algorithm also failed to detect review manipulation, such as recycled reviews for unrelated products. Amazon acknowledged the issues and stated it uses human and automated techniques to ensure quality, but the label continues to mislead consumers.

Company involved
Amazon
AI system involved
Amazon's Choice

1 source article · read the reporting →

Mr Craig Hadley wrongly accused of fraud at Sports Direct shop using Facewatch facial recognition.

Mr Craig Hadley was wrongly accused of being a fraudster at a Rotherham Sports Direct shop using facial recognition technology supplied by Facewatch. The system flagged him as a known fraudster, but the alert was later attributed to human error. Big Brother Watch, a privacy campaign group, has raised concerns about the lack of due process in such systems.

Company involved
Sports Direct
AI system involved
Facewatch

2 source articles · read the reporting →

WF-8XLWG27 Jun 2024

Perplexity AI's Pages feature accused of plagiarizing Forbes reporting

Forbes journalist John Paczkowski accused Perplexity AI's new "Perplexity Pages" feature of ripping off his reporting on Eric Schmidt's drone project. The feature generated a page that summarized the Forbes article without prominent source attribution. Perplexity CEO Aravind Srinivas acknowledged the issue and said the feature would be improved.

Company involved
Perplexity AI
AI system involved
Perplexity Pages

10 source articles · read the reporting →

WF-DCO4UT1 Aug 2016

Allegheny County child neglect screening algorithm shows racial disparities

The Allegheny Family Screening Tool, an algorithm used to screen child neglect reports, has been found to flag a disproportionate number of Black children for mandatory investigation compared to white children. A technical glitch also presented wrong risk scores for over two years. County officials say social workers can override the algorithm and that the glitch has been fixed, but critics argue the tool hardens racial disparities and lacks transparency.

Company involved
Allegheny County Department of Human Services
AI system involved
Allegheny Family Screening Tool

10 source articles · read the reporting →

WF-ZV5P971 Dec 2022

Cybercheck AI tool challenged in Akron homicide cases

Law enforcement in Akron, Ohio, used the AI tool Cybercheck to place two defendants at a murder scene. Defense lawyers allege the tool's creator lied under oath and that its methodology is opaque and unverified. Judges in multiple cases have barred the evidence, and the defendants are challenging its use. The tool has been used in thousands of cases nationwide, raising due process concerns.

Company involved
Akron Police Department
AI system involved
Cybercheck

3 source articles · read the reporting →

WF-EEFSL81 Oct 2021

Airbnb bans users in Australia using trustworthiness algorithm

Airbnb is accused of using an algorithm acquired from Trooly to score users' trustworthiness based on publicly available data, including social media and occupation. Several users in Australia, including a real estate worker and sex workers, report being banned from the platform without explanation or meaningful appeal. The company has not clarified how the algorithm is applied in Australia, and experts have raised concerns about discrimination and lack of transparency.

Company involved
Airbnb
AI system involved
Trooly

4 source articles · read the reporting →

WF-E84P7T1 Jan 2024

Consumer Reports calls for action against Meta over scam ad proliferation

Consumer Reports has called on the FTC and state attorneys general to take enforcement action against Meta for allowing billions of scam advertisements on its platforms. According to a Reuters investigation, Meta's own documents showed that the company delivered an estimated 15 billion scam ads per day in 2024, generating billions of dollars in revenue. Meta is accused of failing to identify and remove most scam ads, exposing users to fraudulent schemes and illegal products. Consumer Reports argues that Meta's practices constitute unfair business practices under the FTC Act and state laws.

Company involved
Meta

6 source articles · read the reporting →

Target's pregnancy prediction algorithm reveals teen's pregnancy to father

Target used a data mining algorithm to predict when customers were pregnant based on their purchases. The algorithm sent baby product coupons to a high school student, leading her father to complain to the store. The father later learned his daughter was indeed pregnant. Target subsequently altered the coupons to disguise the data mining.

Company involved
Target
AI system involved
Target pregnancy prediction algorithm

9 source articles · read the reporting →

← Newerpage 5 of 6Older →