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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222 incidents closest to “Risk Adjustment” · matched on meaning · public 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-HR38J016 Jul 2025

Hospital sues insurer over use of AI to deny $2M in claims - HealthExec

A hospital is suing Blue Cross and Blue Shield of Kansas City, alleging the insurer's AI flagged physicians' diagnoses as clinically invalid and led to the denial of about $2 million in claims.

Company involved
Blue Cross and Blue Shield of Kansas City
AI system involved
Apixio

1 source article · read the reporting →

WF-0ZQI8S4 Oct 2016

$30M Equifax hard inquiry dispute class action settlement - Top Class Actions

A class action, settled for $30 million, alleged that Equifax automatically rejected consumers' disputes of hard inquiries on their credit reports, sending a form letter instead of investigating.

Company involved
Equifax Information Services LLC

1 source article · read the reporting →

WF-AAEOVA1 May 2022

Lawsuit Says UnitedHealth Used AI With a 90% Error Rate to Deny Care - Yahoo

Denied post-acute care coverage to elderly Medicare Advantage patients

Company involved
UnitedHealth Group
AI system involved
nH Predict

1 source article · 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-FFWZTS1 Jan 2016

Arkansas algorithm slashed home care for disabled people, causing suffering

In Arkansas and other states, algorithms were used to allocate home care hours for disabled and elderly people, replacing nurse judgments. The system assigned hours based on a scoring tool that failed to account for specific disabilities, leading to drastic cuts. Many suffered severe harm, including bed sores, missed meals, and one death. After lawsuits, Arkansas's system was thrown out in 2018, and Idaho's was declared unconstitutional.

Company involved
Arkansas state government

1 source article · read the reporting →

Abbott issues correction for FreeStyle Libre 3 sensors over incorrect glucose readings

Abbott initiated a medical device correction for certain FreeStyle Libre 3 and Libre 3 Plus sensors after internal testing found they might give incorrect low glucose readings. The company says the issue stems from one production line and could lead to improper treatment decisions for people with diabetes. Abbott is replacing affected sensors at no charge and has reported severe adverse events and deaths potentially associated with the issue.

Company involved
Abbott
AI system involved
FreeStyle Libre 3 and FreeStyle Libre 3 Plus sensors

2 source articles · read the reporting →

WF-9D8L0R21 Aug 2026

Capital Standard, LLC v. U.S. Bank National Association (CA Florida (2d)): AI-hallucinated content in court filing, Monetary Sanction; Adverse Costs…

The AI generated false legal citations that were included in a court filing, misleading the court.

1 source article · 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 →

Geico and other insurers charge higher premiums in minority neighborhoods than in white areas with similar risk

ProPublica's analysis of auto insurance premiums in California, Illinois, Texas and Missouri found that major insurers such as Geico, Allstate and Liberty Mutual charge minority neighborhoods up to 30% more than white areas with similar accident costs. The disparity is alleged to result from pricing algorithms that may inadvertently use zip code as a proxy for race. Otis Nash, a 26-year-old Chicagoan, pays $190.69 per month for Geico insurance while a white driver in a safer neighborhood pays $54.67. The insurers deny discrimination, stating they do not collect race data.

Company involved
Geico

5 source articles · read the reporting →

WF-YO5LY31 Jan 2022

CNAF algorithm flags single mother Juliette for welfare fraud investigation

In 2022, Juliette, a single mother on welfare in France, was flagged by CNAF's secretive fraud detection algorithm. A fraud investigator later determined she owed thousands of euros, which were deducted from her monthly payments. The algorithm, which scores half of France's population, is accused of discriminating against vulnerable people by using factors like single parenthood and low income.

Company involved
CNAF

10 source articles · read the reporting →

WF-UDZ5S924 Feb 2020

Tinder accused of age discrimination in Tinder Plus pricing

A CHOICE mystery shop found Tinder charging users over 30 up to five times more for Tinder Plus than younger users, with prices ranging from $6.99 to $34.37 per month. An anti-discrimination law expert says this likely breaches Australia's Age Discrimination Act 2004. Tinder did not respond to CHOICE's requests for comment, but settled a similar US lawsuit by stopping age-based pricing in California and compensating affected users.

Company involved
Tinder
AI system involved
Tinder Plus

4 source articles · read the reporting →

WF-GNY7M91 May 2015

Poland's Ministry of Labor profiles unemployed with discriminatory algorithm

In May 2015, Poland's Ministry of Labor and Social Policy introduced an algorithmic system to profile unemployed people into three categories based on their readiness to work, location, and disabilities. The system is accused of being discriminatory and lacking transparency, as it uses default criteria that may lead to social exclusion. A report by the Panoptykon Foundation in October 2015 highlighted these issues and recommended reforms, including granting the right to appeal.

Company involved
Ministry of Labor and Social Policy

10 source articles · read the reporting →

WF-C3J9XA9 May 2022

Upstart Holdings sued for securities fraud over AI model claims

Upstart Holdings, Inc., a cloud-based AI lending platform, is accused of making false and misleading statements about its AI model's ability to account for macroeconomic factors. The lawsuit, filed on May 13, 2022, alleges that the company's positive statements about its business were materially false. Investors suffered losses when Upstart's stock price fell 56% on May 9, 2022, after the company reduced its fiscal 2022 guidance.

Company involved
Upstart Holdings, Inc.
AI system involved
Upstart AI lending platform

10 source articles · read the reporting →

Oregon child welfare agency stops using algorithm to screen families for investigations

The Oregon Department of Human Services announced it will stop using its Safety at Screening Tool algorithm, which helped hotline workers decide which families to investigate for child abuse and neglect. The decision followed concerns about racial bias and disparities, as the algorithm was inspired by a Pennsylvania tool that had flagged a disproportionate number of Black children. The agency will replace the algorithm with a new Structured Decision Making model.

Company involved
Oregon Department of Human Services
AI system involved
Safety at Screening Tool

10 source articles · read the reporting →

Instacart's rating and fraud detection system unfairly penalizes shoppers

Instacart shoppers allege that the company's automated rating and fraud detection system unfairly penalizes them for issues outside their control, such as customer fraud. The system assigns low ratings and blames shoppers for missing items, leading to reduced pay and deactivation. The Gig Workers Collective has sent an open letter to CEO Fidji Simo demanding changes including higher base pay, item commission, and occupational death benefits.

Company involved
Instacart

10 source articles · read the reporting →

Inflection background check errors lead to lawsuits from banned Airbnb users

Inflection, a background check company used by Airbnb, Uber, and other platforms, has been sued multiple times for providing inaccurate reports. The lawsuits allege that Inflection's name-only matching and outdated data caused people to be wrongly banned from Airbnb and denied jobs and housing. Some cases have been settled, while others remain ongoing. The company is accused of violating the Fair Credit Reporting Act.

Company involved
Inflection
AI system involved
Inflection background check

8 source articles · read the reporting →

WF-BZ7M5L1 Jan 2016

Tenant screening software denies housing to disabled Latino man in Connecticut

In 2016, Carmen Arroyo requested to move her disabled son Mikhail into a larger apartment in the same complex. The landlord, WinnResidential, used CoreLogic's CrimSafe tenant screening software, which flagged a dropped retail theft charge against Mikhail as disqualifying. The landlord rejected the application without explanation. Arroyo sued CoreLogic and WinnResidential under the Fair Credit Reporting Act and the Fair Housing Act, alleging that the software disproportionately excludes people of colour. The case was scheduled for trial in August 2021.

Company involved
WinnResidential
AI system involved
CrimSafe

10 source articles · read the reporting →

WF-FH40TB1 Jan 2022

Scottish Prison Service freed eight life prisoners due to risk assessment system error

The Scottish Prison Service's Level of Service and Case Management System failed to update risk assessments when new information was entered, leading to incorrect risk scores for 495 closed cases and 285 open cases. As a result, eight prisoners serving life for murder or rape were granted temporary release without accurate risk assessments. Justice Secretary Keith Brown acknowledged the error and stated that the cases would be reviewed. Opposition politicians called for an apology, claiming the releases put the public at risk.

Company involved
Scottish Prison Service
AI system involved
Level of Service and Case Management System

10 source articles · read the reporting →

WF-XFAIXB1 Jan 2014

Dutch Tax Authority discriminated against dual nationality applicants for child care benefits using automated risk system.

The Dutch Data Protection Authority (AP) found that the Benefits Department of the Tax and Customs Administration (Belastingdienst) unlawfully processed the dual nationality of 1.4 million applicants for child care benefits. The data was used as an indicator in an automated risk-scoring system that flagged applications as high-risk, which was unnecessary and discriminatory. The AP concluded that the processing violated the GDPR and was discriminatory. The AP completed its fact-finding and will consider imposing a sanction.

Company involved
Belastingdienst

10 source articles · read the reporting →

WF-X0QTXJ9 Feb 2021

NFL accused of using race in concussion disability assessments to deny black players benefits

The NFL Concussion Settlement disability assessments allegedly use race as a factor to lower baseline cognitive function scores for black and brown players, making it harder for them to qualify for disability benefits. Physicians are reportedly pressured to use this scale. A petition demands the practice stop and that demographic data be released. The settlement is overseen by the United States District Court for the Eastern District of Pennsylvania.

Company involved
NFL

10 source articles · read the reporting →

Adoption algorithm Family-Match produced limited results in multiple states

The AI-powered adoption algorithm Family-Match, developed by Adoption-Share and designed by former eharmony researchers, has produced limited results in states where it was used. Social workers reported that the tool often matched children with unwilling families and failed to generate successful adoptions. Virginia, Georgia, and Tennessee dropped or paused the algorithm after trials, though some later resumed use. The algorithm's creator, Thea Ramirez, disputed the accounts and said the tool is a starting point for social workers.

Company involved
Adoption-Share
AI system involved
Family-Match

7 source articles · read the reporting →

Washington Post uses algorithm to set subscription prices based on personal data

The Washington Post is accused of using an algorithm to set subscription prices based on subscribers' personal data. Some subscribers received emails stating that their new price was determined by an algorithm using their personal data. The practice, known as surveillance pricing, has drawn criticism from Democratic lawmakers who have proposed legislation to ban it.

Company involved
Washington Post

6 source articles · read the reporting →

WF-FYQD0T1 Jan 2023

UK Ministry of Justice secretly develops murder prediction system

The UK Ministry of Justice is developing the Homicide Prediction Project, a system that uses police and government data to profile hundreds of thousands of people, including suspects, victims, and vulnerable individuals, to predict who will commit murder. The project, a collaboration with the Home Office, Greater Manchester Police, and the Metropolitan Police, uses sensitive personal data such as mental health and addiction records. Concerns have been raised that the system will reinforce structural discrimination against racialised and low-income communities.

Company involved
Ministry of Justice
AI system involved
Homicide Prediction Project

6 source articles · read the reporting →

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