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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140 incidents closest to “Shift Payment Integrity” · matched on meaning · public 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-8CN1241 Mar 2023

Uber surge pricing capped by NSW government after commuters overcharged during rail shutdown

During a city rail network shutdown in March 2023, Uber's surge pricing algorithm charged commuters hundreds of dollars above normal fares. One passenger was charged $500 for a trip from Sydney to Mount Annan that usually costs $40. Uber apologized and reimbursed affected customers. The NSW government then made an agreement with Uber to cap surge pricing during public transport disruptions.

Company involved
Uber
AI system involved
Uber surge pricing

6 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-KBAMLJ1 Oct 2024

Parking Enforcement Services wrongly fines parents due to faulty licence plate cameras

Dozens of parents at a Christchurch childcare centre were wrongly issued $85 parking fines by Parking Enforcement Services after its licence plate recognition cameras failed to accurately capture multiple short visits. The company acknowledged some misreads and waived fines on appeal, but parents described the process as stressful and time-consuming. An additional camera was installed to improve accuracy.

Company involved
Parking Enforcement Services

1 source article · 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 →

GMB members report declining earnings since Uber introduced dynamic pricing

GMB Union has welcomed a report into Uber's dynamic pricing that appears to show it benefits Uber more than drivers. GMB members have reported declining earnings since the introduction of dynamic pricing. The union has called for greater transparency around earnings in the gig economy and will review the report before consulting members on next steps.

Company involved
Uber
AI system involved
dynamic pricing

8 source articles · read the reporting →

Kroger's digital price tags investigated for surge pricing concerns

U.S. Senators Elizabeth Warren and Bob Casey sent a letter to Kroger CEO Rodney McMullen raising concerns about the company's use of Electronic Shelving Labels (ESLs) for dynamic pricing. The system, called EDGE shelf and developed with Microsoft, can change prices based on time of day or weather, potentially leading to price gouging. The senators warned that this could harm consumers by increasing grocery costs and requested information from Kroger about its use of the technology.

Company involved
Kroger
AI system involved
EDGE shelf (Electronic Shelving Labels)

10 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-MRU0QR12 Apr 2022

Uber and Lyft surge pricing after NYC subway shooting leads to refunds

After a shooting on a Brooklyn subway train, Uber and Lyft's automated surge pricing algorithms increased fares for riders in the area. Both companies later disabled surge pricing and stated they would refund customers who were overcharged. The incident highlights the risk of automated pricing systems that cannot account for emergency contexts.

Company involved
Uber and Lyft

6 source articles · read the reporting →

WF-JRPF9K30 Jul 2024

Microsoft Dynamics 365 Field Service AI singles out workers in performance predictions

A report by Cracked Labs found that Microsoft's Dynamics 365 Field Service software uses AI to generate performance metrics and predict task durations, singling out individual workers. The AI predictions can be influenced by the worker's identity, such as increasing or decreasing estimated duration. Microsoft stated the system is not intended for employment decisions and is not a surveillance tool, but the report raises concerns about potential misuse for worker monitoring.

Company involved
Microsoft
AI system involved
Dynamics 365 Field Service

6 source articles · read the reporting →

WF-1UJHJB1 Jan 2019

Tennessee's TennCare Connect algorithm illegally denied thousands Medicaid benefits

A U.S. District Court judge ruled that Tennessee's TennCare Connect system, built by Deloitte for over $400 million, illegally denied thousands of low-income residents and people with disabilities Medicaid and disability benefits due to programming and data errors. The system automatically terminated coverage without properly considering eligibility for all available programs. A class action lawsuit filed in 2020 resulted in the ruling.

Company involved
TennCare (Tennessee Medicaid)
AI system involved
TennCare Connect

10 source articles · read the reporting →

WF-15KEYQ1 Apr 2023

Deloitte software glitches wrongly remove Texans from Medicaid

Advocacy groups filed a complaint with the Federal Trade Commission alleging that Deloitte's eligibility software, TIERS, used by Texas Medicaid, wrongly disenrolled qualified recipients due to glitches. Nearly 1.8 million Texans lost coverage after the pandemic pause ended, with many errors attributed to procedural issues but some linked to system malfunctions. Deloitte denies the claims, while the state says it restored care for at least 90,000 people. The FTC has not yet responded to the complaint.

Company involved
Texas Health and Human Services Commission
AI system involved
TIERS

6 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-PQ8NMX1 Jan 2022

Stable Diffusion Accused of Stealing Artists' Styles Without Consent

Artists including Greg Rutkowski and Karla Ortiz allege that Stability AI's image generator Stable Diffusion was trained on their work without permission, enabling users to create images mimicking their distinctive styles. The artists express concern that this threatens their livelihoods and identities, as their names become prompts for generating similar art. A tool is being developed to help protect artists from such unauthorised use, but the situation remains unresolved.

Company involved
Stability AI
AI system involved
Stable Diffusion

10 source articles · 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-Q6RGYB1 Nov 2021

DWP suspends benefits for Bulgarian nationals using risk review system

The Department for Work and Pensions (DWP) used a 'risk review' unit to suspend universal credit benefits for dozens of Bulgarian nationals, many of whom are single mothers working part-time. The suspensions were made without explanation, leaving claimants without income, forcing some to use food banks and face eviction. An MP raised concerns that the system unfairly targets claimants based on their nationality, but the DWP denied the allegations, stating the risk review team investigates potential criminal activity and is not linked to nationality.

Company involved
Department for Work and Pensions

6 source articles · read the reporting →

WF-XI9FAU1 Jul 2026

DC Police Union alleges improper use of Flock camera data by MPD - The National Desk

The Flock license-plate reader system collected and provided vehicle location data to the MPD for use in an internal affairs misconduct investigation, potentially affecting police officers.

Company involved
Metropolitan Police Department
AI system involved
Flock

1 source article · read the reporting →

WF-53EQUB1 Jun 2019

Security Health Plan used AI to cut off nursing home care for 85-year-old woman

Frances Walter, an 85-year-old woman with a shattered shoulder, had her nursing home care payment cut off by Security Health Plan after an algorithm predicted she would recover in 16.6 days. The algorithm, nH Predict from NaviHealth, did not account for her severe pain and allergy to pain medicine. She was forced to spend her life savings and enroll in Medicaid while fighting the denial. A federal judge later ruled the denial was speculative and she was owed thousands of dollars.

Company involved
Security Health Plan
AI system involved
nH Predict

1 source article · read the reporting →

WF-2ZQ1HW24 Jul 2020

PredictiveHire builds AI to predict job hopping from interviews

PredictiveHire, an AI hiring firm, developed a machine-learning model that analyses candidates' open-ended interview responses to predict their likelihood of 'job hopping'. The company used data from 45,899 applicants to build the 'flight risk' assessment, which it advertises as coming soon. Scholars warn that such tools can suppress wages by screening out workers who might seek better pay or conditions, continuing a historical trend of using personality tests to identify potential labour organisers.

Company involved
PredictiveHire
AI system involved
Phai

1 source article · read the reporting →

WF-2CXT6S1 Jan 2018

SEC charges YouPlus and CEO with defrauding investors

The SEC charged machine-learning startup YouPlus and its CEO Shaukat Shamim with defrauding investors. Shamim allegedly made false statements about the company's revenue and customer numbers, including providing falsified bank statements. The scheme unravelled when Shamim confessed to investors that the company had earned less than $500,000 and had only four paying customers since 2013. The SEC is seeking permanent injunctions, civil penalties, and an officer-and-director bar.

Company involved
YouPlus
AI system involved
YouPlus machine-learning tool

1 source article · 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 →

Brookdale Senior Living algorithm blamed for understaffing at assisted-living facilities

Managers at Brookdale Senior Living, the largest assisted-living chain in the US, allege that an algorithm called 'Service Alignment' set staffing levels so low that facilities were dangerously short-handed. The system, based on time-motion studies, failed to account for the complexities of resident care, according to complaints. Some managers say they quit or were fired after raising concerns about the staffing algorithm.

Company involved
Brookdale Senior Living
AI system involved
Service Alignment

1 source article · read the reporting →

WF-OYBVNA14 Feb 2024

Grab's surge pricing algorithm always adds fees, investigation finds

An investigation by the Pulitzer Center found that Grab's ride-hailing app in the Philippines always includes surge fees in its fares, even when wait times are long. Customers like Rica Torres reported rising costs without explanation. A complaint filed with the LTFRB in 2022 remains unresolved, and the regulator has not determined how the algorithm sets surge rates.

Company involved
Grab
AI system involved
Grab app

8 source articles · read the reporting →

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