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

92 incidents closest to “Viz Assist” · matched on meaning · public 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-SQJYDZ22 Oct 2020

CBSE introduces facial recognition system for students to access digital documents

The Central Board of Secondary Education (CBSE) has introduced a facial recognition system for Class 10 and 12 students to access their digital academic documents. A live image of the student is compared with the photograph on their CBSE admit card and, if the match succeeds, the certificate is emailed to them. The facility is available on Digi Locker for 2020 records and is expected to help foreign students and those unable to open a Digi Locker account.

Company involved
Central Board of Secondary Education (CBSE)
AI system involved
Facial Recognition System

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 →

TOV Realty, LLC v. Suarez; Kosel Equity, LLC v. MacGregor (SC Connecticut): AI-hallucinated content in court filing, 6 hours CLE;…

The AI generated legal briefs containing fabricated citations, which were submitted to the Connecticut Supreme Court.

Company involved
GLG Law LLC
AI system involved
ChatGPT

1 source article · read the reporting →

WF-VIE4ZV13 Aug 2024

Deep-Live-Cam enables real-time face swapping, raising fraud concerns

A software package called Deep-Live-Cam has gone viral for enabling real-time face swapping on webcams using a single photo. The tool, which is free and open source, allows anyone to impersonate another person's appearance in a video chat, raising concerns about remote deception and fraud. The article notes that similar technology has been used in a $25 million heist in Hong Kong and in audio deepfake scams.

AI system involved
Deep-Live-Cam

7 source articles · read the reporting →

WF-QJLLJJ14 Jul 2026

In re Rosslyn2016, LLC, et al. (S.D. Texas (Bankruptcy)): AI-hallucinated content in court filing, CLE on generative AI; Civil Contempt;…

The AI generated fabricated legal citations that were submitted to the bankruptcy court.

1 source article · 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 →

Tourists rescued after following ChatGPT route in Tatra mountains

Three Polish tourists used ChatGPT to plan a hiking route from Hala Gąsienicowa to Dolina Pięciu Stawów in the Tatra mountains. The AI recommended a difficult route through Przełęcz Krzyżne, which proved too dangerous in winter conditions with limited visibility and icy rocks. The tourists called the TOPR rescue service and were safely brought down. A TOPR rescuer advised against relying on ChatGPT or Google Maps for mountain route planning.

Company involved
OpenAI
AI system involved
ChatGPT

2 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 →

Presto Automation uses off-site human agents to double-check AI drive-thru orders

Presto Automation Inc, which markets an AI voice assistant for drive-thru ordering, used off-site human agents in countries including the Philippines to double-check orders in more than 70% of customer interactions, according to SEC filings reported by Bloomberg. The company told Bloomberg that the process helps train its system and should reduce human intervention over time. Presto's drive-thru AI is used in more than 400 restaurants, including Del Taco, Carl's Jr and Checkers, and its stock fell more than 10% after the reports.

Company involved
Presto Automation Inc.

8 source articles · read the reporting →

French interior official used Google AI to refuse visas to two asylum seekers

A French interior ministry official used Google's AI to refuse visas to two female asylum seekers. The official boasted about this experiment in a memo presented to the administrative court. The case is now before the court.

Company involved
French Ministry of Interior
AI system involved
Google AI

3 source articles · read the reporting →

Teleperformance deploys AI to neutralise Indian call centre agents' accents

Teleperformance, the world's largest call centre operator, has announced it is using AI from Sanas to modify the accents of its Indian employees in real time. The technology, called accent translation, aims to make agents sound more neutral to native English speakers. The company invested $13 million in Sanas and gained exclusive rights. No specific incident of harm has been reported.

Company involved
Teleperformance
AI system involved
Sanas AI

6 source articles · read the reporting →

Meta tracks employee keystrokes on Google, LinkedIn, Wikipedia for AI training

Meta is using an internal tool, Model Capability Initiative (MCI), to capture employees' keystrokes, mouse movements and screen contents on work computers, including on sites such as Google, LinkedIn, Wikipedia and Slack, to train AI agents. Meta confirmed the project and said safeguards protect sensitive content and that the data is not used for other purposes. Employees raised concerns in internal messages that the tool could expose passwords, product details and personal information. A Meta memo said staff can avoid capture by not doing personal work on work computers.

Company involved
Meta
AI system involved
Model Capability Initiative (MCI)

5 source articles · read the reporting →

WF-QW9Z288 Mar 2024

NHS plans AI to listen to appointments and generate notes

The UK's National Health Service announced plans to use AI to automatically generate notes from patient appointments. Health Secretary Victoria Atkins said the scheme would reduce admin time. Privacy campaigners raised concerns about data security and accuracy, citing an incident where AI misheard the chief medical officer's name. The Department of Health and Social Care stated that patient confidentiality remains a top priority.

Company involved
National Health Service (NHS)

3 source articles · read the reporting →

WF-WNHQU221 Jun 2023

Marvel's Secret Invasion opening titles created using AI spark anger

Marvel Studios used AI to generate the opening titles for its Disney+ series Secret Invasion, rather than hiring human artists. The decision was confirmed by executive producer Ali Selim, who said the AI vendor Method Studios created the sequence based on themes and words. The move angered fans and artists, who called it exploitative and morally questionable.

Company involved
Marvel Studios

8 source articles · read the reporting →

WildBrain disputes Kartoon Studios' Gadget A.I. trademark use

Kartoon Studios announced its Gadget A.I. toolkit, which aggregates AI tools for animation production. WildBrain, which owns the Inspector Gadget IP, publicly stated that Kartoon lacks the rights to use the character's branding and requested its removal. Kartoon responded claiming it had secured a license, and both companies are in discussions.

Company involved
Kartoon Studios
AI system involved
Gadget A.I.

2 source articles · read the reporting →

WF-4N6UFD1 Mar 2021

Baltimore schools monitor student laptops for suicide signs using GoGuardian Beacon

Baltimore City Public Schools uses GoGuardian Beacon software to monitor student laptops for signs of suicide. Since March 2021, the system has flagged 786 alerts, with nine students taken to emergency rooms. Privacy advocates warn the monitoring could lead to disciplinary actions, outing of LGBTQ students, and disproportionately affect disadvantaged students. School officials defend the practice as a safeguard.

Company involved
Baltimore City Public Schools
AI system involved
GoGuardian Beacon

10 source articles · read the reporting →

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