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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44 incidents closest to “Proctorio Secure Interviews” · matched on meaning · public reporting

WF-YP3NW31 Oct 2025

Korean universities introduce anti-cheating measures after AI misconduct

Students at Korea University, Yonsei University, and Seoul National University allegedly used generative AI tools like ChatGPT to cheat on online exams and quizzes. Korea University voided a midterm exam and plans to implement randomized questions and monitoring software for the affected course. Yonsei University has AI use guidelines but acknowledges they are not enforceable, while Seoul National University held a retest for one class. Investigations are ongoing, and it remains unclear whether students will face disciplinary action.

Company involved
Korea University, Yonsei University, Seoul National University
AI system involved
ChatGPT

3 source articles · read the reporting →

AI detector scores banned as evidence at Yale and Johns Hopkins, vendor conflict exposed - Pasquale Pillitteri

The system flagged student assignments as AI-generated, potentially leading to academic misconduct accusations.

Company involved
Yale University and Johns Hopkins University
AI system involved
Turnitin AI detector

1 source article · read the reporting →

Mozilla Foundation animation exposes racial bias in test proctoring app

The Mozilla Foundation commissioned an animated short telling the story of Amaya, a student whose test proctoring software failed to recognise her because of her skin tone. The software's facial recognition system did not detect her presence, illustrating the bias that students of colour face with remote-learning tools. The animation aimed to raise awareness and encourage programmers to address hidden biases in their work.

1 source article · read the reporting →

WF-Y5CA8L1 Dec 2022

Furman University student caught using ChatGPT to write essay

A student at Furman University allegedly used OpenAI's ChatGPT to generate an essay for an upper-level philosophy class. Professor Darren Hick detected the AI-generated text using the GPTZero detection tool. The incident highlights growing concerns about AI-assisted cheating in schools, with some districts like Los Angeles Unified blocking the chatbot.

Company involved
Furman University
AI system involved
ChatGPT

10 source articles · read the reporting →

WF-50B5GS19 Mar 2025EN

Intuit, HireVue Accused of AI Job Bias Against Deaf Woman

The ACLU filed complaints with state and federal agencies on behalf of a deaf, Indigenous employee of Intuit who was denied a promotion after an automated HireVue video interview. The tool did not caption all audible questions and could not accurately transcribe her speech, which the complaint says disadvantaged her because of her disability and race.

Company involved
Intuit
AI system involved
HireVue video interview

1 source article · read the reporting →

WF-NHFAIT28 Jul 2026EN

Job seeker asks First Circuit to revive class action over AI interviewing tool

Massachusetts financial consultant Mozart Saint Cyr leads a proposed class of job applicants who say JPMorgan Chase's use of HireVue one-way video interviews amounted to a lie detector test banned by state law. After a federal judge dismissed the case, they asked the First Circuit to revive it.

Company involved
JPMorgan Chase
AI system involved
HireVue one-way video interview

1 source article · read the reporting →

Fired Teacher Says AI Tainted Review And Arbitration - law360.com

The AI-generated performance evaluation contributed to the teacher's termination.

Company involved
Concord Public Schools

1 source article · read the reporting →

WF-JODIE925 Aug 2026ZH-TW

15-Year-Old Test Exposes Flaw: ChatGPT for Teens Fails to Block Homework Cheating, Repeated Requests Bypass Restrictions

15歲使用者實測揭漏洞:青少年版ChatGPT難擋宿題代寫,反覆要求即破解 - BigGo 財經

A 15-year-old tester found that OpenAI's ChatGPT for Teens, launched in August, initially refused to write essays but generated full examples after repeated requests. It also immediately solved SAT-level math problems. Parental controls require account linking and are off by default, while experts warn the memory feature could lead to emotional attachment.

Company involved
OpenAI
AI system involved
ChatGPT for Teens

1 source article · read the reporting →

Resume prompt injection tricks AI hiring - moneywise.com

AI screening system determined which job applicants to advance to the next stage of recruitment.

1 source article · read the reporting →

Another Legal Challenge to an AI Interviewing Tool

The system scored the employee's video interview and recommended rejection for a promotion.

Company involved
Intuit
AI system involved
HireVue

1 source article · read the reporting →

WF-Z4OQV612 Jan 2021

HireVue, Facing FTC Complaint From EPIC, Halts Use of Facial Recognition

Scored job candidates based on facial analysis and other biometric data, affecting their hiring prospects.

Company involved
HireVue
AI system involved
HireVue

1 source article · read the reporting →

DPRK-Linked Fake AI Job Platform Targets U.S. Tech Workers with Malware

Validin researchers report that a DPRK-linked operation known as Contagious Interview is running a fake AI-powered job platform called Lenvny. The site mimics legitimate recruitment software and advertises fabricated roles at companies such as Anthropic and Yuga Labs to lure software developers, AI researchers and crypto professionals. Applicants who reach the video introduction step are prompted to 'fix' their webcam, which delivers ClickFix malware to their computer, compromising their system and personal data. The campaign is ongoing and is considered highly convincing.

Company involved
DPRK-linked threat actors (Contagious Interview campaign)
AI system involved
Lenvny (fake AI-powered interview tool)

10 source articles · read the reporting →

WF-3W3T8L8 Jun 2024

Turkish student arrested for using AI device to cheat on university exam

A prospective university student in Isparta, Turkey, was arrested for using a custom AI device to cheat on the TYT entrance exam. The device included a button camera and a hidden modem to scan questions and receive answers via an earpiece. Police also detained an assistant. The student is jailed pending trial.

2 source articles · read the reporting →

WF-9YB8BH1 Mar 2020

University of Illinois Ends Proctorio Contract Over Accessibility Concerns

The University of Illinois at Urbana-Champaign announced it will not renew its emergency contract with Proctorio, an online proctoring software, citing significant accessibility, privacy, and equity concerns. Students reported that the AI system unfairly flagged individuals with disabilities, nonwhite students, and those wearing headscarves as suspicious during exams. The decision follows student petitions and campaigns against the software, which they described as invasive spyware. The university is exploring alternative assessment methods.

Company involved
University of Illinois at Urbana-Champaign
AI system involved
Proctorio

6 source articles · read the reporting →

WF-Z8TT5D1 Dec 2020

University of Toronto exam monitoring software disadvantages BIPOC students

The University of Toronto continued using ProctorU and Examity exam monitoring software despite reports that the facial recognition technology fails to identify BIPOC students, causing stress and delays. Students like Maame Adjoa experienced the AI system being unable to verify their identity, requiring manual intervention. The university acknowledged the equity concerns but has not banned the software, while ProctorU stated that human proctors make final decisions. The issue has drawn criticism from US senators and researchers who highlight built-in bias in AI facial recognition.

Company involved
University of Toronto
AI system involved
ProctorU, Examity

1 source article · read the reporting →

WF-ASEAV41 Oct 2020

California State Bar Flags Over 3,000 Online Bar Exam Takers for Possible Cheating

In October 2020, the California State Bar administered its first online bar exam using ExamSoft's AI-enabled proctoring software. The software flagged 3,190 out of 9,301 test takers for potential rule violations such as gazing off-screen or having food. The state bar is reviewing each case, which could require affected individuals to retake the exam, delaying their ability to practice law. Test takers have expressed distress and hired attorneys to contest the allegations.

Company involved
California State Bar
AI system involved
ExamSoft

2 source articles · read the reporting →

WF-7SKCJ430 Dec 2025

MeetingTV sues Palo Alto Networks' Koi Security over AI-hallucinated threat report

MeetingTV, a video conferencing startup, alleges that Koi Security used an AI system to generate a threat report that falsely linked it to a Chinese espionage operation. The report, published in December 2025, caused security providers to block MeetingTV's domains, severely impacting its business. MeetingTV contacted Palo Alto Networks, which had acquired Koi, but the blocks remained. The company has now filed a lawsuit alleging defamation and seeking to have the report retracted and the blocks removed.

Company involved
Koi Security
AI system involved
Wings

2 source articles · read the reporting →

WF-MGZUM91 Sep 2023

AI detector falsely accuses student of cheating at Central Methodist University

Moira Olmsted, a student at Central Methodist University, submitted a written assignment and received a zero grade after her professor said an AI detection tool flagged her work as AI-generated. Olmsted alleges the accusation was false and that her writing had been flagged at least once before. The incident highlights the risk of AI detectors falsely accusing students of cheating.

Company involved
Central Methodist University

1 source article · read the reporting →

WF-N3FWDJ4 Mar 2026

国内ベンチャー企業A社、AIなりすまし面談で実在エンジニアになりすまされる

A domestic Japanese logistics SaaS venture, referred to as Company A, conducted an online casual interview for an engineer role on 4 March 2026. An applicant used AI-generated video to impersonate a real engineer, Yoshii Kenbun, whose CV details had been submitted without his knowledge. The interviewer noticed discrepancies in language ability and unnatural video, and the company confirmed with Yoshii that he had not applied or attended. Company A and Yoshii publicised the incident on X the next day.

3 source articles · read the reporting →

WF-QY8DEQ26 Jun 2025

Hanoi students caught using AI to cheat in graduation exam

Two students in Hanoi used mobile phones to photograph questions from the national high school graduation exam and submitted them to AI apps like StudyX, Gemini, and ChatGPT for answers. Proctors detected the cheating, and the students were suspended. Hanoi police are investigating the incident, which has raised concerns about exam security and integrity. The students face disqualification and possible administrative or criminal penalties.

AI system involved
StudyX, Gemini, ChatGPT

2 source articles · read the reporting →

WF-R36DDB15 May 2023

Texas A&M Professor Uses ChatGPT to Falsely Accuse Students of Cheating

Jared Mumm, an instructor at Texas A&M University–Commerce, used ChatGPT to check if students' writing was AI-generated, leading him to accuse them of using the chatbot. He informed students they would receive an incomplete grade and those deemed guilty would get a zero, causing distress and temporarily withholding one student's diploma. The university investigated and stated that no students failed or were barred from graduating, and the professor is working individually with students to resolve the issue.

Company involved
Texas A&M University–Commerce
AI system involved
ChatGPT

5 source articles · read the reporting →

WF-XBXRUJ18 Apr 2022

Intel and Class Technologies face criticism over emotion-detecting AI for students

Intel partnered with Class Technologies to use an AI system that analyses student emotions during Zoom classes to provide insights to teachers. Critics, including educator Todd Richmond, argued that facial expressions are not reliable indicators of internal states and that the system amounts to pseudoscience. The article reports these criticisms as allegations, not as proven fact. No specific incident of harm or regulatory action is reported.

Company involved
Intel
AI system involved
Class Technologies face-reading AI

10 source articles · read the reporting →

WF-XWUUFQ1 Mar 2025

Companies face AI deepfake job candidates for remote roles

US companies report a surge in fake job seekers using generative AI tools to fabricate identities, employment histories, and conduct deepfake video interviews for remote positions. Cybersecurity firms Pindrop and CAT Labs, along with BrightHire, describe incidents where scammers, including North Korean operatives, attempted to gain employment to install malware, demand ransoms, steal data, or collect salaries fraudulently. One candidate, 'Ivan X', was detected by Pindrop's video authentication tool after a recruiter noticed his facial expressions were out of sync with his words.

Company involved
Pindrop Security
AI system involved
video authentication program

1 source article · read the reporting →

WF-TRGJYR4 Sep 2020

University of Miami used surveillance to track student protesters

The University of Miami used video surveillance and possibly facial recognition technology to identify students who participated in a 'die-in' protest on September 4, 2020. The students were then summoned to a meeting with the dean of students. The university denied using facial recognition, but the police department's resume mentions its use. Students reported feeling anxious and watched.

Company involved
University of Miami

9 source articles · read the reporting →

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