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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68 incidents closest to “Viz Assist” · matched on meaning · public reporting

MoviePass to use eye-tracking to ensure users watch adverts

MoviePass, the movie subscription service, has announced that its new app will use facial recognition and eye-tracking technology to ensure users are watching adverts. The system, which uses the phone's camera, will pause content if the user looks away. The company says the technology is designed to give advertisers the impact they are looking for. No harm has been reported yet, but the tracking raises privacy concerns.

Company involved
MoviePass
AI system involved
MoviePass app

10 source articles · read the reporting →

INSS AI Denies Rural Worker's Pension After Misidentifying Her as a Man

A rural worker in Brazil, Josélia de Brito, had her pension application through the Meu INSS app automatically denied after the AI system misidentified her as a man. The INSS deployed the system to speed up benefit decisions, but experts say it struggles with complex rural cases. The case is cited as evidence that automation may exclude vulnerable people with limited digital access.

Company involved
Instituto Nacional do Seguro Social (INSS)
AI system involved
Meu INSS

4 source articles · read the reporting →

Ukraine defence ministry uses Clearview AI facial recognition to identify dead and Russian assailants

Ukraine's defence ministry has started using Clearview AI's facial recognition technology to identify Russian assailants and the dead, according to reports. Clearview provided free access to its system, which holds over 10 billion images including from Russian social media. Critics warn that the technology could misidentify people at checkpoints and in battle, potentially harming civilians. Clearview says it should not be used as the sole source of identification.

Company involved
Ukraine's Ministry of Defense
AI system involved
Clearview AI

10 source articles · read the reporting →

WF-VFS6ZG1 Oct 2022

Spamouflage Operation Used AI-Generated Deepfake Videos for Pro-Chinese Influence

In late 2022, Graphika observed the pro-Chinese influence operation Spamouflage promoting videos featuring AI-generated fictitious people. The footage was created using a commercial AI video platform from a UK company. The videos were low-quality and received fewer than 300 views, but Graphika warns that such tools could enable more convincing deception at scale.

Company involved
Spamouflage

5 source articles · read the reporting →

Hangzhou No. 11 Middle School installs facial recognition system to monitor students

Hangzhou No. 11 Middle School has deployed a smart classroom behaviour management system, developed with Hikvision, that uses facial recognition to take attendance and analyse students' expressions and behaviour. The system alerts teachers when students appear inattentive. The school says it records only behavioural state information, not video, and that it will be installed in all classes. Some people have raised privacy concerns.

Company involved
杭州第十一中学
AI system involved
智慧课堂行为管理系统

10 source articles · read the reporting →

WF-9KY8EL19 Oct 2019

Outback Steakhouse franchise tests Presto Vision to monitor staff and guests

Evergreen Restaurant Group, a franchisee of Outback Steakhouse, has begun testing Presto Vision, a computer vision system that analyses surveillance camera footage to track employee performance and guest behaviour. The system compiles metrics on service, wait times, and customer turnover, which managers receive by email. Employees say they were not informed about the technology, and researchers have raised concerns about workplace stress, job losses, and data sharing with parent companies.

Company involved
Evergreen Restaurant Group
AI system involved
Presto Vision

8 source articles · read the reporting →

Researchers demonstrate drone attack on Renault Captur ADAS with fake road signs

Security researchers from Ben Gurion University demonstrated a vulnerability in the Mobileye ADAS system used in a Renault Captur. They used drones to project fake road signs for 100 milliseconds, too quick for human perception but detectable by the system. The attack could trick the car into making unsafe maneuvers, though the system is only Level 0 (advisory). The researchers published their findings in a paper titled 'MobilBye: Attacking ADAS with Camera Spoofing'.

AI system involved
Mobileye ADAS

7 source articles · read the reporting →

Nvidia releases AI-powered Eye Contact feature for Broadcast app

Nvidia has released a beta version of Eye Contact, an AI-powered feature for its Broadcast app that replaces a user's eyes in video streams with simulated eyeballs that always face the camera. The feature is intended to maintain eye contact even when the user looks away, but social media response has been largely negative. A former TV news anchor said that unbroken eye contact can be regarded as creepy or uncomfortable.

Company involved
Nvidia
AI system involved
Eye Contact

8 source articles · read the reporting →

WF-TNB7Q615 Oct 2024

NSW Education Standards Authority used AI-generated image in HSC English exam without disclosure

The NSW Education Standards Authority (NESA) used an AI-generated image as a stimulus in the 2024 HSC English exam without disclosing its origin. The image, created by Florian Schroeder using OpenAI's ChatGPT and Dall-E 2, was published on Medium in July 2023. Students suspected AI use due to irregularities in the image, and NESA initially declined to confirm. After the Sydney Morning Herald confirmed the image was AI-generated, NESA stated that students would be marked on their response to the question, not the image's origin.

Company involved
NSW Education Standards Authority
AI system involved
ChatGPT and Dall-E 2

6 source articles · read the 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 →

WF-SZZI6X15 Sep 2022

Artist receives US copyright registration for AI-assisted comic book

Kris Kashtanova, a New York-based artist, received US copyright registration for their graphic novel Zarya of the Dawn, which features AI-generated artwork created using Midjourney. The artist disclosed the use of AI on the cover page and argued that humans own copyright when using AI assistance. The registration was granted effective September 15, 2022.

Company involved
Midjourney
AI system involved
Midjourney

10 source articles · read the reporting →

WF-PEFP2L8 Sep 2020

Proctorio's exam proctoring system allows human agents to review student feeds despite privacy claims

A security researcher analyzed Proctorio's Chrome extension and found evidence that the system allows human agents to review students' room scans and live ID checks, contrary to Proctorio's claims that only professors can access recordings. The system flags students based on behavioral metrics and can terminate exams. The researcher also raised concerns about discrimination against low-income students and privacy violations.

Company involved
Proctorio
AI system involved
Proctorio

10 source articles · read the reporting →

WF-JR9HJC18 Feb 2025

Unnamed Brazilian litigant (): AI-hallucinated content in court filing, Appeal partially granted (reintegration suspended, rent imposed), but

AI-generated fake court precedents were included in a legal appeal, leading to sanctions against the litigant for bad-faith litigation.

AI system involved
ChatGPT

1 source article · read the reporting →

Clearview AI tested facial recognition surveillance cameras with UFT and Rudin

Clearview AI, the facial recognition company that scraped billions of photos from social media, developed a surveillance camera system under the name Insight Camera. The system was tested by the United Federation of Teachers and Rudin Management in New York City. The UFT used it to identify individuals who had made threats and prevent them from entering its offices. Clearview did not respond to requests for comment.

Company involved
Clearview AI
AI system involved
Insight Camera

9 source articles · read the reporting →

WF-JH5L2X26 Mar 2021

Teleperformance plans AI webcam surveillance for home-working staff

Teleperformance, a global call centre company, told some staff it would install AI-powered webcams to monitor home-working infractions such as eating, phone use, or leaving desks. The system would randomly scan for breaches and send alerts to managers. After the Guardian inquired, the company said the remote scans would not be used in the UK, but the plan raised concerns from unions and MPs about invasive surveillance.

Company involved
Teleperformance

10 source articles · read the reporting →

WF-52Q1NZ26 Feb 2021

Qoves facial assessment tool ranks journalist's attractiveness and suggests procedures

Tate Ryan-Mosley, a journalist at MIT Technology Review, used Qoves Studio's AI facial assessment tool, which automatically scored her face and listed perceived flaws such as smile lines and under-eye bags. The tool recommended skin-care products and paid surgical consultation reports. She also tried Megvii's Face++ beauty-scoring system, which gave her two percentage attractiveness scores. The article raises concerns that such algorithms are inaccurate, biased and not transparently used by social media platforms.

Company involved
Qoves Studio
AI system involved
Facial Assessment Tool

9 source articles · read the reporting →

WF-ZQ3YFL1 Dec 2020

Retorio AI personality test swayed by candidate appearance in BR experiment

Bayerischer Rundfunk journalists conducted experiments with Retorio's AI video interview analysis tool. The AI, which assesses personality traits from short videos, produced different scores when the same actress changed her appearance (glasses, headscarf, wig) or the video background and lighting were altered. The start-up Retorio acknowledged that the AI considers external image, similar to a human interviewer. Experts warned that such software could perpetuate stereotypes and unfairly affect job candidates.

AI system involved
Retorio AI

10 source articles · read the reporting →

WF-FST9Z61 Apr 2018

ViaQuatro's facial recognition system in São Paulo metro challenged in court

In April 2018, ViaQuatro installed the Digital Interactive Doors System, developed by AdMobilize, on the São Paulo metro's yellow line. The system used cameras to detect passengers' faces and claimed to infer their emotion, age, and gender in order to target advertisements. The Brazilian Institute of Consumer Protection (IDEC) filed a public civil action alleging that the system violated consumer and data protection laws by processing biometric data without consent and making pseudoscientific and discriminatory inferences. A judge ordered the cameras removed in August 2018, and the case is pending a final ruling.

Company involved
ViaQuatro
AI system involved
Digital Interactive Doors System (DID system)

10 source articles · read the reporting →

PwC develops facial recognition tool to monitor employees working from home

Accounting giant PwC has developed a facial recognition tool that logs when employees are absent from their computer screens while working from home. The tool, intended for financial institutions, requires workers to provide written reasons for any absences, including toilet breaks. Commentators have criticised the tool as a huge invasion of privacy, with concerns about damage to trust and increased stress. PwC stated that the technology is designed to help regulated institutions meet compliance obligations and that voluntary consent of traders is essential.

Company involved
PwC

8 source articles · read the reporting →

WF-XO6C6612 Jul 2021

Userviz machine-learning aimbot shut down after Activision request

A developer known as User101 shut down the Userviz cheat after Activision requested that he stop developing it. The software used computer vision and machine learning to automate aiming in games such as Call of Duty: Warzone, and was marketed as undetectable. It was never published, and the developer said his intention was not to do anything illegal.

Company involved
User101
AI system involved
Userviz

7 source articles · read the reporting →

OpenAI's CLIP vision system fooled by handwritten notes

OpenAI researchers discovered that their CLIP computer vision system can be deceived by handwritten labels placed on objects. The system's multimodal neurons respond to text as well as images, causing it to misidentify objects. The attack, called a typographic attack, is a research finding and not a deployed system. No actual harm occurred.

Company involved
OpenAI
AI system involved
CLIP

10 source articles · read the reporting →

Kaedim used human artists instead of AI for 3D model generation

Kaedim, an AI startup that claimed to use machine learning to convert 2D illustrations into 3D models, actually used human artists to produce the models, according to sources. The company's founder was featured in Forbes 30 Under 30 for the technology. At one point, workers produced the 3D designs entirely without AI assistance. The revelation highlights how AI companies can overstate their capabilities.

Company involved
Kaedim
AI system involved
Kaedim

10 source articles · read the reporting →

Answer.AI tests Devin and reports 14 failures in 20 tasks

Answer.AI's team tested Devin, an autonomous AI coding assistant, on 20 real-world tasks over a month. Devin succeeded in only 3 tasks, failed 14, and was inconclusive in 3. The team found Devin often produced overly complex or hallucinated solutions and could not recognize fundamental blockers. They ultimately decided to stick with tools that allow more human control.

AI system involved
Devin

5 source articles · read the reporting →

IRCC uses AI triage for Temporary Resident Visa applications

Immigration, Refugees and Citizenship Canada (IRCC) uses an AI system called Advanced Analytics to triage Temporary Resident Visa applications from India and China. The system categorizes applications into tiers, with Tier 1 approved automatically and others sent to human officers. Critics allege the system lacks transparency and may introduce bias, leading to visa refusals without clear rationale. The author, a Canadian immigration lawyer, is filing Federal Court cases on behalf of clients affected by refusals.

Company involved
Immigration, Refugees and Citizenship Canada (IRCC)
AI system involved
Advanced Analytics Triage of Overseas Temporary Resident Visa Applications

10 source articles · read the reporting →

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