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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188 incidents closest to “Effectiv (risk decisioning, acquired 2024)” · matched on meaning · public reporting

WF-LIDYZZ1 Jan 2025

UK universities detect deepfake applicants in automated interviews

Some UK universities use Enroly's automated online interviews to screen international student applicants. Enroly detected about 30 cases of deepfake attempts out of 20,000 interviews during the January 2025 intake. The deepfakes used AI-generated images and audio to replace applicants' faces and voices. Enroly stated it caught the attempts using real-time detection methods.

Company involved
UK universities
AI system involved
Enroly

5 source articles · read the reporting →

AENA fined €10m for GDPR breach over facial recognition pilot

AENA, Spain's state-owned airport manager, was fined just over €10 million by the Spanish data protection agency for breaching the GDPR. During a pilot project of a new facial recognition system, AENA failed to submit a data protection impact assessment that complied with GDPR requirements. The company has one month from notification to lodge an appeal for reconsideration.

Company involved
AENA

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 →

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 →

Pega's Hidden AI Tool Listens To US Bank Calls, Suit Says - Law360

The system secretly recorded customer service calls, affecting bank customers.

Company involved
U.S. Bancorp

1 source article · read the reporting →

WF-L7RQG21 Mar 2025

Singapore Firm Defrauded of $499K in Deepfake CEO Video Call Scam

In March 2025, a finance director at a multinational firm in Singapore authorised a US$499,000 payment during a Zoom call that appeared to include the company's CFO and other executives. The call was a deepfake, with AI-generated likenesses and voices. The fraudsters used the impersonation to request an urgent fund transfer for a purported acquisition. The company later discovered the deception and reported it to Singapore police.

2 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 →

Italian DPA fines Municipality of Trento over AI surveillance projects

The Italian data protection authority (Garante) fined the Municipality of Trento €50,000 for two research projects, Marvel and Protector, that used AI to analyze video, audio, and social media data for public security purposes. The projects involved automated detection of risk events from surveillance cameras and microphones in public spaces, as well as monitoring social media for hate speech. The Garante found multiple violations of privacy law, including lack of a valid legal basis, insufficient anonymization, failure to conduct a data protection impact assessment, and inadequate transparency. The municipality is required to delete the unlawfully processed data.

Company involved
Comune di Trento
AI system involved
Marvel and Protector

9 source articles · read the reporting →

Man uses AI face-swap to steal 15,996 yuan from financial accounts, sentenced to 4.5 years

A man in Jiangsu, China, illegally purchased 1.95 million personal records and used AI face-swapping software to bypass facial recognition on financial platforms. He accessed 23 victims' accounts, changed five passwords, and used one account to buy two phones worth 15,996 yuan. He was convicted of infringing citizens' personal information and credit card fraud, sentenced to four years and six months in prison, and ordered to pay damages and delete the data.

3 source articles · read the reporting →

WF-4Q3RDL2 Feb 2023

Italian Data Protection Authority Blocks Replika Chatbot Over Risks to Minors

On February 2, 2023, the Italian Data Protection Authority (Garante) issued an urgent order blocking the AI chatbot Replika from processing personal data of Italian users. The Garante found that Replika lacked effective age verification, allowing minors to potentially receive inappropriate content including sex-related replies, and that its privacy policy violated GDPR transparency requirements. The U.S.-based controller was given 20 days to report on compliance measures and may challenge the order within 60 days.

AI system involved
Replika

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-P9E72631 Dec 2021

Greek Data Protection Authority fines Ministry of Migration and Asylum for AI surveillance systems

The Hellenic Data Protection Authority (HDPA) imposed an administrative fine of €175,000 on the Ministry of Migration and Asylum (MMA) for GDPR violations related to the 'Centaur' and 'Hyperion' programmes. These systems use AI behavioral analytics, CCTV, drones, and biometric data to monitor and control access to reception facilities for asylum seekers on Greek islands. The HDPA found that the MMA failed to conduct proper Data Protection Impact Assessments and did not cooperate with the authority. The MMA has been ordered to comply with GDPR within three months.

Company involved
Ministry of Migration and Asylum
AI system involved
Centaur and Hyperion programmes

10 source articles · read the reporting →

WF-ZGAC7222 Apr 2024

AI-generated voice impersonates Liz Bonnin to deceive Incognito

Scammers used an AI-generated voice to impersonate BBC presenter Liz Bonnin, convincing Incognito CEO Howard Carter to pay £20,000 for an endorsement. Bonnin's likeness was used in insect repellant ads without her consent. The AI-generated voice note exhibited inconsistent accent and cadence, as assessed by experts. Incognito reported the incident to police and its bank.

6 source articles · 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-ULS6R81 Mar 2025

Senators demand review of VA's AI-driven contract cancellations

The Department of Veterans Affairs used an AI tool created by a Department of Government Efficiency employee to identify hundreds of contracts for cancellation. Senators Richard Blumenthal and Angus King have called for the VA Inspector General to investigate the use of AI in these decisions, alleging that the tool used flawed formulas and that the cancellations are harming veterans by cutting services. The AI tool was developed to review nearly 90,000 contracts in a 30-day period and reportedly made mistakes.

Company involved
Department of Veterans Affairs

8 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-7PPBNA4 Mar 2022

Spanish VioGén Algorithm Deems Woman Low Risk Before Fatal Domestic Violence

In January 2022, Lobna Hemid reported her husband's abuse to Spanish police. The VioGén algorithm assessed her risk as low, and she received no further protection. Seven weeks later, her husband fatally stabbed her. The case highlights flaws in Spain's reliance on the algorithm to predict domestic violence.

Company involved
Interior Ministry of Spain
AI system involved
VioGén

2 source articles · read the reporting →

WF-AYLKD31 Dec 2020

NHS faces legal action over Palantir data contract extension

The NHS is being taken to court by campaign group Open Democracy over its contract with data firm Palantir. The legal action alleges that the extension of Palantir's involvement in analysing NHS patient data for pandemic response and beyond lacked a proper Data Protection Impact Assessment. The contract, initially an emergency response, was extended for two years at a cost of £23.5m. The case is pending.

Company involved
NHS
AI system involved
Palantir data analysis platform

10 source articles · read the reporting →

WF-D5Q6XP27 Oct 2025

Deepfake scam articles impersonate Maltese ministers after budget day

After Malta's budget day on 27 October 2025, a series of scam articles featuring deepfake videos of ministers, including Economy Minister Silvio Schembri, appeared on social media. The articles, falsely branded as Times of Malta, promoted a fraudulent AI-powered trading platform called NethertoxAGENT, claiming a €215 investment would yield €850 weekly. The scam used fake testimonials and logos of reputable businesses to appear credible. Authorities have not reported any arrests for this specific scam, but a similar deepfake scam previously led to a woman losing her life savings and a money laundering charge against a Ukrainian national.

3 source articles · read the reporting →

WF-T5ERDR1 Mar 2023

Bank of America Customer Targeted by AI Voice Deepfake Scam

Clive Kabatznik, a Florida investor, was targeted by scammers who used AI-generated voice deepfakes to impersonate him in calls to his Bank of America representative. The fraudsters attempted to trick the banker into transferring money, but the banker became suspicious and hung up. The bank reported the incident to its security team, and it took about 10 days for Mr. Kabatznik to re-establish contact with his banker. The incident highlights the growing threat of voice deepfakes in financial scams.

Company involved
Bank of America

2 source articles · read the reporting →

WF-NTJTJM27 May 2021

Privacy International challenges Clearview AI's facial recognition database in Europe

Privacy International filed complaints against Clearview AI with five European data protection authorities in May 2021, alleging that the company's scraping of facial images from the web and building a biometric database without consent violates data protection laws. The regulators in the UK, France, Italy, Greece, and Austria have since found Clearview's practices unlawful, imposed fines, and ordered deletion of data. Clearview has appealed the UK fine, and the case is ongoing.

Company involved
Clearview AI
AI system involved
Clearview

10 source articles · read the reporting →

WF-D83EVM2 Nov 2021

Zillow faces securities class action over Zillow Offers wind-down

Zillow Group, Inc. is accused of making false and misleading statements to investors about its Zillow Offers home-flipping business. The company allegedly failed to disclose that its forecasting algorithm was unable to predict home prices accurately, leading to a $304 million inventory write-down and a decision to wind down the business. Investors who bought shares between February 10 and November 2, 2021, suffered losses when the stock price dropped after the announcement. A class action lawsuit has been filed in Washington federal court.

Company involved
Zillow Group, Inc.
AI system involved
Zillow Offers

10 source articles · 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 →

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