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 “Desk Officer Reporting System (DORS)” · matched on meaning · public reporting

UK councils use Covid OneView AI to harvest personal data for risk scoring

UK local authorities are using a system called Covid OneView, developed by data analytics firm Xantura, to harvest millions of personal details from council records. The system uses predictive analytics and AI to assign risk scores to households and individuals, aiming to identify those vulnerable to Covid or likely to break lockdown rules. Privacy campaigners and MPs have criticised the lack of transparency and the extent of data collection, which includes sensitive information such as debt levels, living arrangements, and even notes on unfaithful sex. Xantura and Barking and Dagenham Council have defended the system as compliant with data protection rules and focused on providing support.

Company involved
UK local authorities
AI system involved
Covid OneView

6 source articles · read the reporting →

Wisconsin’s dropout prediction algorithm labels students high risk with racial bias

Wisconsin’s Dropout Early Warning System (DEWS) uses machine learning to predict middle school students' likelihood of graduating on time, relying on factors including race and income. The Markup found the algorithm frequently mislabels students, with a higher false alarm rate for Black and Hispanic students. The Wisconsin Department of Public Instruction has not informed schools of the racial disparities and continues to use the system.

Company involved
Wisconsin Department of Public Instruction
AI system involved
Dropout Early Warning System (DEWS)

10 source articles · read the reporting →

WF-ROOO6W1 Apr 2019

Amazon coaches police on obtaining Ring footage without warrant

Amazon's Ring division provided police departments with templates and advice on how to request surveillance footage from Ring camera owners without a warrant. The company coached officers on using the Law Enforcement Neighborhood Portal and the Neighbors app to increase the number of residents who share footage. Critics argue this creates a dragnet surveillance system without proper oversight.

Company involved
Amazon (Ring)
AI system involved
Ring Law Enforcement Neighborhood Portal and Neighbors app

10 source articles · read the reporting →

WF-2NBMDB1 Jan 2020

NYPD Used Robot Dogs for Surveillance in NYC, Terminated After Backlash

The New York Police Department (NYPD) used Digidog, a robotic dog from Boston Dynamics, to assist in crime scene assessments and emergencies in low-income communities of color in New York City from 2020 to April 2021. Activists and U.S. Rep. Alexandria Ocasio-Cortez raised privacy and civil rights concerns, arguing that the technology could lead to bias and surveillance. Following public backlash, the NYPD terminated its contract and returned the robot dog to Boston Dynamics.

Company involved
New York Police Department
AI system involved
Digidog

10 source articles · read the reporting →

WF-QSFASR1 Jan 2019

Denmark's Udbetaling Danmark welfare algorithm illegally surveilled millions

Udbetaling Danmark (UDK), Denmark's centralized welfare payment agency, used automated algorithms to check eligibility and detect fraud. The system collected personal data on millions of beneficiaries and their relatives, including non-beneficiaries, in what a think-tank called 'systematic surveillance'. A complaint to the Danish Data Protection Authority led to a ruling that the data collection violated GDPR, and UDK eventually deleted the illegally obtained data. The system also caused erroneous payments, including underpaying 300,000 pensioners by 94 million euros annually.

Company involved
Udbetaling Danmark

10 source articles · read the reporting →

WF-OS1OYR8 Sep 2021

LAPD told officers to collect social media data on every civilian stopped

The Los Angeles Police Department directed officers to record the social media accounts of every civilian they interviewed, including those not arrested or accused of a crime, according to records obtained by the Brennan Center for Justice. The field interview cards, which also ask for social security numbers, have raised civil liberties concerns. Prosecutors have accused three officers of using the cards to falsely label civilians as gang members. The LAPD said the policy was being updated but did not respond to questions about its use of social media monitoring tools including Media Sonar and Geofeedia.

Company involved
Los Angeles Police Department (LAPD)
AI system involved
Field interview cards, Media Sonar, Geofeedia

10 source articles · read the reporting →

WF-UHO4KG31 Aug 2021

Met Police buys £3m retrospective facial recognition system

The Metropolitan Police Service (MPS) has awarded a £3 million, four-year contract to Northgate Public Services for a new retrospective facial-recognition (RFR) system to be deployed within three months. RFR processes biometric information from historic CCTV, social media, and other images to identify suspects and missing persons, operating retroactively unlike live facial recognition. The procurement was approved by the Mayor's Office for Policing and Crime in August 2021. The MPS states that human-in-the-loop decision-making will be used, but digital rights groups and a former biometrics commissioner have raised concerns about potential discrimination, overrepresentation of marginalised groups in watch lists, and lack of a legislative framework.

Company involved
Metropolitan Police Service
AI system involved
Retrospective facial-recognition software

9 source articles · read the reporting →

WF-Y9VCF92 Feb 2024

NYPD Ends Times Square Subway Robot Pilot Program

The New York Police Department ended its pilot program for a Knightscope K5 robot that patrolled the Times Square subway station. The robot, equipped with cameras sending real-time footage to NYPD, was removed due to its general uselessness. The Surveillance Technology Oversight Project (S.T.O.P.) welcomed its removal and criticized the expense and privacy implications.

Company involved
NYPD
AI system involved
Knightscope K5

10 source articles · read the reporting →

WF-QKGYYS5 Feb 2024

Philadelphia Sheriff's campaign admits AI-generated fake news headlines

The reelection campaign of Philadelphia Sheriff Rochelle Bilal posted 31 fabricated news articles on its website, attributing them to local news outlets. The campaign acknowledged that an outside consultant used ChatGPT to generate the fake headlines, which were based on talking points provided by the campaign. The articles were removed after an Inquirer investigation raised questions about their authenticity.

Company involved
Friends of Rochelle Bilal
AI system involved
ChatGPT

8 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-PS9FKF1 Dec 2020

Houston's ShotSpotter system delays police response and over-polices minority communities

Houston Police Department deployed ShotSpotter, a gunshot detection system, in Southeast and Northwest Houston starting in late 2020. The system alerts police to suspected gunfire, but over 80% of alerts are unfounded. This has led to longer response times for other calls and increased police presence in predominantly Black and brown neighborhoods, causing anxiety and concerns of over-policing. Critics argue the technology has not reduced gun violence and diverts resources from more effective strategies.

Company involved
Houston Police Department
AI system involved
ShotSpotter

7 source articles · read the reporting →

WF-2JX17425 Mar 2021

Italian DPA says Interior Ministry's Sari Real Time facial recognition lacks legal basis

The Garante per la protezione dei dati personali issued an opinion on Sari Real Time, a facial recognition system developed for the Italian Ministry of Interior. The system, yet to become operational, would compare live video footage of people in public areas with a watch-list and alert police operators. The authority found the planned biometric processing lacked a specific legal basis under Italian law and Directive (EU) 2016/680, and warned it could turn targeted surveillance into mass surveillance.

Company involved
Ministero dell'Interno – Dipartimento della pubblica sicurezza
AI system involved
Sari Real Time

10 source articles · read the reporting →

WF-YNC84Z9 Jul 2019

Facial recognition system falsely detains woman in Copacabana, Rio de Janeiro

A facial recognition system deployed by the Military Police of Rio de Janeiro in Copacabana falsely identified a local resident as a wanted fugitive. The system flagged the woman with a 70% probability match, leading police to detain her for over an hour before realising the error. The police spokesperson acknowledged the system's statistical error rate and stated that officers attempt to verify identities on site. The incident is one of several false positives reported with the system.

Company involved
Polícia Militar do Rio de Janeiro

10 source articles · read the reporting →

Queensland police trial AI to predict domestic violence risk

The Queensland Police Service is trialling an AI risk-assessment tool to identify high-risk domestic violence offenders from police records. Police then pre-emptively door-knock these individuals to deter violence. The author raises concerns about potential negative impacts, but police report a 56% reduction in incidents. The AI was developed in-house to increase transparency.

Company involved
Queensland Police Service

9 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 →

WF-CE1MQ47 Jul 2016

Dallas police used robot to kill gunman after standoff

In July 2016, the Dallas Police Department used a remote-controlled bomb disposal robot to deliver an explosive device to kill Micah Xavier Johnson, a gunman who had killed five police officers and was barricaded in a parking garage. Police Chief David Brown stated that the tactic was used as a last resort to avoid exposing officers to further danger. The incident raised ethical questions about the use of robots for lethal force by law enforcement.

Company involved
Dallas Police Department

8 source articles · read the reporting →

WF-6BIZTN1 Mar 2014

Duke University recorded students' faces without proper consent for public dataset

In March 2014, Duke University researchers recorded thousands of students walking to class on campus without their knowledge or proper consent, creating the DukeMTMC dataset of over 2 million image frames. The dataset was placed on a public website and downloaded by academics, security contractors, and military researchers globally, including Chinese companies and military academies linked to surveillance of ethnic minorities. The university took down the public website in April 2019 after an Institutional Review Board investigation found the study deviated significantly from the approved protocol. The lead researcher apologized, stating he took full responsibility for his mistakes.

Company involved
Duke University
AI system involved
DukeMTMC

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 →

DWP algorithm approved Kickstart gateways with no trading history or based abroad

An FE Week investigation found that the Department for Work and Pensions (DWP) approved dozens of companies as Kickstart gateways through automated due diligence checks using the Cabinet Office Spotlight Tool, although some had little or no trading history or were based abroad. The DWP said gateways were subject to stringent checks and later said human checks were also used. After the findings were shared with the Treasury and the DWP, the department stopped taking gateway applications and scrapped the requirement for small employers to use gateways from 3 February.

Company involved
Department for Work and Pensions
AI system involved
Cabinet Office Spotlight Tool

3 source articles · read the reporting →

WF-8UTONQ22 Dec 2019

Delhi Police use facial recognition to screen PM Modi rally attendees

Delhi Police used an Automated Facial Recognition System (AFRS) to screen crowds at Prime Minister Narendra Modi's rally on December 22, 2019. The system, originally installed to find missing children, was used to identify possible disruptions. Privacy advocates called the move illegal and unconstitutional, saying it amounts to mass surveillance. Police defended the use, citing credible intelligence about possible disruptions.

Company involved
Delhi Police
AI system involved
Automated Facial Recognition System (AFRS)

6 source articles · read the reporting →

WF-6VXC5E1 May 2023

CBP One app strands migrants in Mexico, aids organised crime, says HRW

The US Customs and Border Protection's CBP One app, which is mandatory for asylum seekers, offers only 1,450 appointments per day while border arrivals average 7,240. Human Rights Watch reports that this digital metering leaves migrants stranded in Mexico, vulnerable to kidnapping and extortion by organised crime groups. The report alleges that the app enriches criminal cartels and that exceptions for imminent threats are often ignored.

Company involved
US Customs and Border Protection
AI system involved
CBP One

10 source articles · read the reporting →

WF-BGJ3T71 Feb 2023

Torswats Uses AI-Generated Voice for Nationwide Swatting Campaign

A swatter known as Torswats has been using a computer-generated voice to make bomb and mass shooting threats to police across the United States. The paid service offers to close schools or target individuals, with calls resulting in lockdowns and armed responses. Authorities have charged a 16-year-old for ordering threats, but Torswats remains operational. The FBI is investigating the swatting incidents.

Company involved
Torswats

1 source article · 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-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 →

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