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 “StudyMate Campus” · 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 →

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-T470N61 Nov 2024ZH-CN

Student Overturns AI Cheating Accusation in Court, Three Others Lose

一名学生在法庭上推翻 AI 作弊指控,另外三人败诉 - Pasquale Pillitteri

New York's Nassau County Supreme Court vacated Adelphi University's disciplinary action against student Orion Newby, who had been accused of using AI, finding the university's conclusion lacked a reasonable basis and that it had ignored exculpatory evidence and his disability status. In three other recent cases, courts upheld decisions by schools or universities.

Company involved
Adelphi University
AI system involved
Turnitin

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 →

WF-196C3N1 Feb 2025

Meazure Learning Agrees $1.35m California Bar Exam Class-Action Settlement - Lawyer Monthly

The exam software experienced technical failures that prevented candidates from logging in or completing the California bar exam.

Company involved
Meazure Learning
AI system involved
ProctorU

1 source article · read the reporting →

WF-YUL9LB1 Jan 2023

AI chatbots used to steal US college financial aid

Crime rings are deploying AI chatbots as 'ghost students' to enrol in online college courses and fraudulently collect US federal financial aid. Victims of identity theft, such as Heather Brady and Brittnee Nelson, discovered loans of over $9,000 and $5,000 respectively taken out in their names for colleges they never attended. The US Education Department introduced a temporary rule requiring government-issued ID for first-time aid applicants, while California community colleges reported losing at least $11.1 million to such scams.

Company involved
Delgado Community College

4 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-3XRMGG1 Mar 2025

Sydney students resit NAPLAN after predictive text glitch

Year 5 students at Waverley College and Kambala in Sydney were required to resit their NAPLAN writing exams after a technical glitch enabled Apple's predictive text and spellcheck features during the test. The issue was discovered by a teacher and students, and the schools reported it to NESA and ACARA. The students were given a new prompt and completed the test the following Monday. An ACARA spokesman stated the problem was not widespread, with over 880,000 tests submitted successfully.

Company involved
ACARA
AI system involved
NAPLAN

2 source articles · read the reporting →

WF-443KGR1 Jul 2025

KPMG Australia partner fined over $10,000 for AI cheating on internal exams

More than two dozen KPMG Australia staff, including a partner, used artificial intelligence to cheat on internal exams since July. The partner will be fined more than $10,000 for using AI in a training course about AI. KPMG has upgraded its detection processes after previously tackling widespread cheating on internal tests between 2016 and 2020.

Company involved
KPMG Australia

2 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-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-EK8S5M1 Oct 2023

Student at University of South-Eastern Norway used deepfake video to cheat on Spanish exam

A student at the University of South-Eastern Norway submitted AI-generated deepfake videos for Spanish language assessments in autumn 2023. The videos featured a synthetic voice and manipulated face, with perfect pronunciation but elementary errors. The university's appeals committee found her guilty of cheating, annulled her exams, and excluded her for two semesters. The student admitted using AI and withdrew from the programme.

Company involved
Universitetet i Sørøst-Norge

1 source article · read the reporting →

WF-MZ24NZ1 Sep 2020

Universities' use of race in student risk algorithms harms Black and Latinx students

The Markup found that several universities, including UMass Amherst, UW–Milwaukee, and Texas A&M, use EAB's Navigate software which incorporates race as a predictor of student dropout risk. The algorithms label Black and Latinx students as high risk at disproportionately high rates compared to White students. Students, professors, and experts worry this is pushing minority students out of math and science majors through biased advising.

Company involved
University of Massachusetts Amherst,University of Wisconsin–Milwaukee,Texas A&M University,Texas Tech University,South Dakota State University
AI system involved
Navigate

1 source article · read the reporting →

WF-GWKZP614 Jun 2024

LAUSD shelves AI chatbot after vendor AllHere collapses

Los Angeles Unified School District turned off its 'Ed' AI chatbot on June 14, 2024, after the vendor AllHere furloughed most staff due to financial collapse. The chatbot, which cost $3 million, was designed to provide students and parents with academic guidance and school information. A former AllHere employee alleged that student data was improperly shared with third parties and processed overseas, raising privacy concerns. The district stated it will ensure privacy protections and plans to eventually restore the chatbot.

Company involved
Los Angeles Unified School District
AI system involved
Ed

5 source articles · read the reporting →

Vanderbilt apologises for ChatGPT-written note after MSU shooting

Vanderbilt University's Peabody College sent students a message about the Michigan State University shooting that had been generated by ChatGPT. Students received the message as they grappled with the news of the shooting. The university apologised after the message drew criticism.

Company involved
Vanderbilt University
AI system involved
ChatGPT

10 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-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 →

WF-8VKXFD28 Jun 2020

UBC students raise concerns over Proctorio's privacy breach and discrimination

The University of British Columbia (UBC) uses Proctorio, an algorithmic test proctoring software, for remote exams. In June 2020, a UBC student reported an issue with Proctorio, and the company's CEO released the student's support chat logs, sparking privacy concerns. The AMS of UBC published an open letter alleging that Proctorio discriminates against students of colour, those with disabilities, and other groups by flagging 'abnormal' behaviours and denying access. The letter calls on UBC to end its contract with Proctorio and conduct an external audit.

Company involved
University of British Columbia
AI system involved
Proctorio

10 source articles · read the reporting →

WF-W8MY6X1 Sep 2020

Middle schooler beats Edgenuity grading algorithm to get perfect score

A seventh-grade student in the Los Angeles Unified School District received a failing grade on a history assignment graded by Edgenuity's automated scoring algorithm. With help from his mother, a history professor, he reverse-engineered the algorithm by writing a paragraph with relevant keywords and a jumble of words, earning a perfect score. The incident highlights concerns about the accuracy and fairness of automated grading systems in education.

Company involved
Los Angeles Unified School District
AI system involved
Edgenuity

10 source articles · read the reporting →

WF-II25VQ28 Jul 2020

ExamSoft failure during Michigan Bar Exam

On July 28, 2020, ExamSoft's software platform failed during the Michigan Bar Exam, preventing some test takers from completing the exam. ExamSoft posted a statement on X (formerly Twitter) with the hashtag #MichiganBarExam, but critics noted the company deleted and reposted the statement multiple times, allegedly to hide negative comments. The incident affected a group of examinees and caused disruption to their ability to take the exam.

Company involved
ExamSoft
AI system involved
ExamSoft platform

10 source articles · read the reporting →

WF-SD7T9128 Sep 2020

Student flagged by ProctorU for reading aloud during exam

A college student, Dana Jo, was flagged by ProctorU test proctoring software for talking during an exam, which she says was reading a question aloud. Her professor initially gave her a zero and placed an academic infraction on her record, jeopardizing her scholarships. After reviewing a video recording, the professor apologized, reinstated her grade, and removed the infraction. ProctorU's CEO stated that the incident highlights the importance of video recordings for review.

Company involved
University (not named)
AI system involved
ProctorU

5 source articles · read the reporting →

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