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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116 incidents closest to “FRISS Fraudebestrijding” · matched on meaning · public 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-88TTTL5 Apr 2018

Immigration NZ uses data model to predict likely troublemakers among overstayers

Immigration New Zealand has been piloting a data modelling system that uses demographic information such as age, gender, and ethnicity of overstayers to predict which individuals are likely to commit crime or incur hospital debts. The system then targets those individuals for accelerated deportation. Critics, including immigration lawyers and a lobby group, have likened the programme to 'Minority Report' and allege it amounts to racial profiling. Immigration Minister Iain Lees-Galloway only learned of the programme on the day of the article and said he would seek a full briefing, but maintained it is not racial profiling and does not breach the Human Rights Act.

Company involved
Immigration New Zealand

10 source articles · read the reporting →

WF-LN1XAB1 Jan 2021

California EDD's automated fraud detection wrongly suspended 600,000 legitimate unemployment claims

In January 2021, the California Employment Development Department used Thompson Reuters automated batch review software to flag 1.1 million unemployment claims as potentially fraudulent. EDD stopped payments on those claims without prior notice. Later, over 600,000 were confirmed as legitimate after claimants used ID.me to verify their identity. The incident highlights the trade-off between fraud prevention and timely benefit access.

Company involved
California Employment Development Department (EDD)
AI system involved
Thompson Reuters Automated Batch Review

7 source articles · read the reporting →

Spanish police bust $20M AI-powered investment scam

Spanish law enforcement, collaborating with international authorities, dismantled a $20 million investment scam that used AI-driven algorithms to deceive individuals and organizations. Six suspects were detained and assets, including luxury cars and cryptocurrency, were seized. The article does not report any compensation for victims.

5 source articles · read the reporting →

WF-ROMQCH5 Feb 2024

OnlyFake site uses neural networks to generate fake IDs, bypasses OKX verification

An underground website called OnlyFake uses neural networks to generate realistic photos of fake IDs for $15. The journalist tested the service and obtained a convincing California driver's license. They then used another fake ID to successfully bypass the identity verification process on OKX, a cryptocurrency exchange. The article alleges that this technology could streamline bank fraud and money laundering, but reports no actual financial loss.

Company involved
OKX
AI system involved
OnlyFake

10 source articles · read the reporting →

Serco Leisure issued enforcement notices for unlawful biometric monitoring of employees

Serco Leisure and associated trusts used facial recognition and fingerprint scanning to monitor employee attendance at 38 leisure facilities. The ICO found they unlawfully processed biometric data of over 2,000 employees. Enforcement notices were issued ordering them to stop.

Company involved
Serco Leisure Operating Limited

8 source articles · read the reporting →

WF-YDH39P1 Jan 2013

Swedish welfare agency's AI system flags marginalized groups for fraud investigations

Försäkringskassan, Sweden's Social Insurance Agency, uses an AI risk-scoring system to flag welfare applicants for fraud investigations. The system disproportionately targets women, individuals with foreign backgrounds, low-income earners, and those without university degrees, according to an investigation by Lighthouse Reports and Svenska Dagbladet. Amnesty International has called for the system to be discontinued, citing violations of the right to equality and non-discrimination.

Company involved
Försäkringskassan (Swedish Social Insurance Agency)

6 source articles · read the reporting →

Chicago class action challenges ShotSpotter's discriminatory stop-and-frisk deployments

ShotSpotter, a gunshot detection system used by the Chicago Police Department, generates alerts that lead to police deployments and stop-and-frisk stops. Analyses show over 90% of alerts are unfounded, and the system is deployed only in predominantly Black and Latinx districts. A class-action lawsuit against the City of Chicago alleges the system fuels unconstitutional and discriminatory policing, including false accusations against individuals like Michael Williams.

Company involved
City of Chicago
AI system involved
ShotSpotter

7 source articles · read the reporting →

WF-ID19SZ1 Jan 2012

Dutch government to refund over 10,000 students over discriminatory DUO fraud algorithm

The Dutch government has pledged to refund over 10,000 students who were unjustly flagged for student finance fraud by a discriminatory algorithm used by the Education Executive Agency (DUO). The algorithm, implemented in 2012, used criteria that disproportionately targeted students from immigrant backgrounds, particularly those of Turkish and Moroccan descent. Following investigations by the Dutch Data Protection Authority and an independent report by PwC, the algorithm was suspended in July 2023 and replaced with a random-sampling system. The government has allocated 61 million euro for refunds.

Company involved
Education Executive Agency (DUO)
AI system involved
DUO fraud detection system

9 source articles · read the reporting →

WF-D2EVW81 Jan 2015

Dutch Ministry of Foreign Affairs used secret algorithm to score visa applicants based on nationality

The Dutch Ministry of Foreign Affairs used a secret algorithm called IOB to score short-stay visa applicants based on nationality, gender, and age. Applicants flagged as high risk were automatically moved to an intensive track with higher rejection rates and delays. The ministry's own data protection officer warned of potential ethnic discrimination, but the system continued to be used. The algorithm has profiled millions of applicants since 2015.

Company involved
Ministry of Foreign Affairs
AI system involved
IOB

10 source articles · read the 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 →

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 →

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 →

Outabox hack exposes biometric data of patrons at bars, clubs and casinos

Hackers claiming to be former employees published a website allowing searches of Outabox's facial recognition database, exposing biometric and other sensitive data of patrons used for age verification at bars, clubs and casinos. The Surveillance Technology Oversight Project warns that the breach demonstrates the danger of facial recognition for age verification. S.T.O.P. has launched a campaign to ban facial recognition in public accommodations.

Company involved
Outabox

8 source articles · read the reporting →

WF-PQKZOM1 Jan 2016

Vumacam's AI CCTV system flagged 28 black people as suspicious in Johannesburg suburbs

In Johannesburg suburbs, Vumacam's AI-powered CCTV network using iSentry software flagged 28 black individuals as 'suspicious' in a shift report, according to a 2019 article. The system, deployed by private security firms, uses video analytics to detect abnormal behavior and alerts security guards. The article alleges that the system disproportionately targets people of color, reflecting racial bias in a racially divided country.

Company involved
Vumacam
AI system involved
iSentry

6 source articles · read the reporting →

WF-PECTZC3 Sep 2024

Dutch DPA fines Clearview AI €30.5 million for GDPR violations

The Dutch Data Protection Authority fined Clearview AI €30.5 million for creating an illegal database of biometric codes scraped from social media without consent. The regulator accused the company of failing to inform individuals about how their data is used and continuing violations after investigation. Clearview AI denies the allegations, stating it has no presence in the Netherlands or EU and that the fine is unenforceable.

Company involved
Clearview AI
AI system involved
Clearview AI facial recognition database

7 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-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 →

Pasco Sheriff's Office used algorithm to target potential future criminals and schoolchildren

The Pasco Sheriff's Office operates an intelligence-led policing programme that uses an algorithm to identify people who might break the law based on criminal histories and social networks. Deputies are sent to the homes of those flagged, even without evidence of a crime, and former deputies allege they were ordered to make targets' lives miserable. The agency also keeps a list of more than 400 schoolchildren predicted to 'fall into a life of crime', built from data such as grades and child welfare records, without informing the children or their parents. Civil liberties groups are considering lawsuits and public advocacy campaigns, and experts have called the programmes 'morally repugnant'.

Company involved
Pasco Sheriff's Office

10 source articles · read the reporting →

Clearview AI facial recognition app scrapes billions of images and is used by police

Clearview AI, a secretive start-up, built a facial recognition app that matches photos to a database of more than three billion images scraped from social media and websites. More than 600 law enforcement agencies, including the FBI and Department of Homeland Security, have used the tool to identify suspects in crimes such as shoplifting, identity theft and murder. The company monitored officers who ran a reporter's photo through the app, and its founder acknowledged designing an augmented-reality prototype but said there were no plans to release it. Critics warned the tool could end anonymity and enable misuse.

Company involved
Clearview AI
AI system involved
Clearview AI facial recognition app

2 source articles · read the reporting →

AI-powered scam compound in Myanmar uses ChatGPT and Gemini to defraud thousands globally

Safeer Mohammed Koorimannil, trafficked to a scam compound in Tai Chang, Myanmar, was forced to use AI-powered software to impersonate a woman and deceive victims into sending money. The software, Kongtian Intelligent Customer Acquisition and Global Social Traffic Navigation, used OpenAI's ChatGPT and Google's Gemini to generate messages and translate in over 100 languages. Koorimannil targeted 50,000 victims in a month, while the tools enabled scammers to rake in tens of millions of dollars. U.S. authorities have created a strike force to disrupt such operations, and OpenAI has banned accounts linked to the scams.

Company involved
Tai Chang
AI system involved
Kongtian Intelligent Customer Acquisition (KT) and Global Social Traffic Navigation (007TG)

2 source articles · read the reporting →

WF-DYR3NM1 Jun 2021

State Farm accused of algorithmic bias against Black homeowners

A class action lawsuit filed in Chicago alleges State Farm's automated claims processing system discriminates against Black policyholders. The suit claims Black customers are more likely to face additional paperwork and longer waits for claim approval than white customers, citing data from 800 homeowners. State Farm has stated it takes the filing seriously and is committed to fair treatment, while the plaintiffs seek to enjoin the current system and require audits.

Company involved
State Farm
AI system involved
automated claims processing system

2 source articles · read the reporting →

WF-GYY2DP5 Sep 2025

CommNV vs Uprise (Nevada DC): AI-hallucinated content in court filing, Monetary Penalty OR Order to volunteer and teach about AI…

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

Company involved
Christopher Day

1 source article · read the reporting →

Hackers Extract Encryption Keys from Flock Surveillance Cameras, Revealing Person Detection Alongside Vehicle Tracking - finance.biggo.com

The system detected and recorded images of vehicles and people, affecting individuals in public spaces.

Company involved
Flock Safety
AI system involved
Flock Safety ALPR cameras

1 source article · read the reporting →

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