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

125 incidents closest to “PLUS Risk Workbench” · matched on meaning · public 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 →

42,900 OpenClaw AI agents exposed, 15,200 vulnerable to RCE

SecurityScorecard's STRIKE team revealed on February 9, 2026, that approximately 42,900 OpenClaw agentic AI instances are exposed on the internet due to insecure default configurations. Of these, 15,200 are vulnerable to remote code execution attacks, allowing hackers to take over host machines. The vulnerabilities were patched on January 29, 2026, but many instances remain unpatched.

AI system involved
OpenClaw

5 source articles · read the reporting →

WF-4NBY2U13 May 2024

NHTSA investigation PE24016: Unexpected ADS behavior

Waymo's automated driving system exhibited unexpected behavior during driving.

Company involved
Waymo

1 source article · read the reporting →

WF-9F92BD14 Nov 2019

UK prison risk algorithm may embed racial bias, experts warn

The Ministry of Justice developed a digital tool to categorize prisoners, which experts and advocacy groups warn could automate and embed racism. The tool uses intelligence data that may reflect existing bias, potentially leading to disproportionate categorization of BAME prisoners. The MoJ claims no evidence of discrimination, but critics question the small trial sample and lack of transparency.

Company involved
Ministry of Justice
AI system involved
Digital prisoner categorisation tool

5 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-R41UQV23 Feb 2012

Palantir secretly tested predictive policing in New Orleans

Beginning in 2012, Palantir Technologies secretly partnered with the New Orleans Police Department to deploy a predictive policing system. The programme analysed gang affiliations, social media and criminal histories to forecast individuals’ likelihood of committing or becoming victims of violence, operating without public knowledge or city council oversight. Researchers and law enforcement officials raised concerns about systemic bias and civil liberties. As of 2018, the city and Palantir had not disclosed the programme’s status.

Company involved
New Orleans Police Department

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 →

West Midlands Police test NDAS system to assess crime risk

West Midlands Police are testing a system called the National Data Analytics Solution (NDAS) that analyses police data to assess the risk of individuals committing a crime or becoming a victim. The Home Office has funded the project with millions of pounds, intending to roll it out across England and Wales. Critics warn that the system could reinforce bias against minorities and undermine the presumption of innocence. The police say the technology is designed to support, not replace, officer decision-making and that it is still in early testing.

Company involved
West Midlands Police
AI system involved
National Data Analytics Solution

1 source article · read the reporting →

Whole Foods uses heat map to track unionization risk at stores

Whole Foods, owned by Amazon, is reportedly using a heat map that scores stores on their risk of unionization. The system analyses metrics including local union membership, NLRB charges, employee compensation, diversity, and internal sentiment surveys. The tool is used to monitor and potentially prevent union organising efforts. Whole Foods stated it prefers a direct relationship with employees, while Amazon has a history of aggressively combating unionization.

Company involved
Whole Foods Market

1 source article · read the reporting →

WF-QDHS2O15 Feb 2026

Moonwell loses $1.78M after AI-generated code from Claude Opus 4.6 causes oracle pricing error

DeFi lending protocol Moonwell lost $1.78 million after an oracle pricing error in smart contract code partially written by Anthropic's Claude Opus 4.6 model. The error valued cbETH at approximately $1.12 per token instead of its actual market price of nearly $2,200, triggering instant liquidations. Moonwell contained the issue by reducing the cbETH borrow cap, but users suffered catastrophic losses. The incident has sparked debate about the risks of AI-generated code in smart contracts.

Company involved
Moonwell
AI system involved
Claude Opus 4.6

4 source articles · read the reporting →

WF-GCB7V21 Jan 2026

OpenClaw vulnerabilities enable data leakage and prompt injection

In January 2026, researchers at Giskard exploited a deployment of OpenClaw, an open-source agentic AI. They found that architectural weaknesses in the Control UI and session management allowed prompt injection and unauthorized tool use, leading to potential data leakage across user sessions. The article outlines hardening steps to prevent such vulnerabilities.

AI system involved
OpenClaw

6 source articles · read the reporting →

WF-S7REOZ18 May 2026

Herbert Brooks v. Lowes Home Centers LLC (W.D. Louisiana): AI-hallucinated content in court filing, Monetary Sanction; CLE

Generated a legal brief with hallucinated case law, filed in court.

AI system involved
Claude

1 source article · read the reporting →

DOJ, Pinnacle reach settlement in RealPage case - Yahoo Finance

The system recommended rent prices to landlords, affecting renters' housing costs.

Company involved
Pinnacle Property Management Services
AI system involved
RealPage

1 source article · read the reporting →

WF-HE06HX10 May 2024

NHTSA investigation PE24015: Rear-end Collisions Involving Zoox Vehicles

Automated driving system controlled vehicle braking and acceleration, leading to rear-end collisions with other road users

Company involved
Zoox
AI system involved
Zoox vehicle

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 →

Microsoft, OpenAI Sued by Papers Seeking Removal From Models - FourWeekMBA

Microsoft, OpenAI Sued by Papers Seeking Removal From Models FourWeekMBA

Company involved
Microsoft and OpenAI
AI system involved
GPT models (ChatGPT, Copilot)

1 source article · 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 →

WF-IIIT2W12 Jul 2023

Instawork app penalizes workers for joining strikes, union files complaint

Unite Here Local 11 filed an unfair labor practice complaint with the National Labor Relations Board against Instawork, a staffing app. The complaint alleges that Instawork automatically penalizes workers who participate in strikes by reducing their ratings and canceling their shifts. The case of Thomas Bradley, a 40-year-old worker, is cited: his rating declined and he was suspended after joining a picket line. Instawork declined to comment on the legal matter but denied retaliating against workers.

Company involved
Instawork
AI system involved
Instawork

10 source articles · read the reporting →

WF-MO5BND1 Jan 2014

FTC orders WW International and Kurbo to delete children's data and pay $1.5m penalty

The US Federal Trade Commission alleged that WW International, formerly Weight Watchers, and its subsidiary Kurbo illegally collected personal and health data from children under 13 through the Kurbo by WW weight-loss app without parental consent. The complaint said the signup process encouraged children to lie about their age and that the companies retained the data indefinitely. The companies settled, agreeing to delete the data, destroy any algorithms derived from it, and pay a $1.5 million penalty.

Company involved
WW International, Inc. (formerly Weight Watchers) and Kurbo, Inc.
AI system involved
Kurbo by WW

10 source articles · read the reporting →

Whitebridge AI faces complaint over false reputation reports

Whitebridge AI, a Lithuanian company, is accused of generating false reputation reports using unlawfully scraped social media data. The reports contained false warnings for 'sexual nudity' and 'dangerous political content'. Privacy group Noyb filed a complaint with the Lithuanian data protection authority, alleging violations of the GDPR. The complainants sought access to their data but received no response, and were later required to provide a qualified electronic signature to correct errors.

Company involved
Whitebridge AI

6 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 →

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