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 “Schoology Learning” · matched on meaning · public reporting

341 Malicious ClawHub Skills Found Stealing OpenClaw User Data

Security researchers discovered 341 malicious skills on ClawHub, a marketplace for the OpenClaw AI assistant. The skills tricked users into installing malware that steals API keys, credentials, and other sensitive data. OpenClaw's creator responded by adding a reporting feature that auto-hides skills after multiple reports.

Company involved
OpenClaw
AI system involved
OpenClaw

4 source articles · read the reporting →

WF-SASGFE1 Sep 2018

Anderstorp gymnasium trials facial recognition to register student attendance

Anderstorp gymnasium in Skellefteå, Sweden, used a facial recognition system for a few weeks in autumn 2018 to automatically register students' attendance when they entered a classroom. The system, made by an unnamed manufacturer, replaced teachers' manual attendance records for one class. Pupils were mostly satisfied, and the school's principal described the technology as safe. Skellefteå municipality and the manufacturer are discussing a possible continuation, with the manufacturer recommending consultation with Datainspektionen before scaling up.

Company involved
Skellefteå kommun

10 source articles · read the reporting →

WF-EF57BQ1 Jan 2019

Beijing school uses Hanwang emotion recognition system to monitor student behaviour

Niulanshan First Secondary School in Beijing has installed Hanwang Technology's Classroom Care System, which photographs students every second and analyses their facial expressions and behaviour. The system sends weekly reports to teachers and parents, and one student was described as low participation in English class despite being recorded as focused 94% of the time. The school has been highlighted in a report by Article 19, which says such emotion recognition tools rely on junk science and risk eroding privacy and human rights.

Company involved
Niulanshan First Secondary School
AI system involved
Classroom Care System

10 source articles · read the reporting →

Chinese university deploys facial recognition for attendance monitoring

A university in eastern China has installed a facial recognition system at its entrance and in two classrooms to monitor student attendance and behaviour. The system automatically captures students' faces without their cooperation. The pilot project is intended to improve attendance rates. No specific incidents of harm have been reported.

10 source articles · read the reporting →

WF-XQL7UV26 Feb 2026

Lake Zurich High School students used AI to generate explicit images of female classmates

In February 2026, students at Lake Zurich High School used artificial intelligence to generate sexually explicit images of female classmates without their consent. The school district acknowledged the incident and notified police, who are investigating. More than 40 girls from fifth grade to high school were reportedly affected. The school provided support and issued disciplinary consequences, while the police investigation continues.

Company involved
Lake Zurich Community Unit School District 95

1 source article · read the reporting →

WF-L1LKDO1 Mar 2021

China's vocational school students exploited as data annotators for AI

Vocational schools in China force students to work as data annotators for AI companies, paying subminimum wages and taking commissions. Students like Lucy in Shandong spent months labeling data for autonomous driving and content moderation systems, with little learning or career advancement. The practice continues despite new regulations.

2 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-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-XH2W9I1 Sep 2020

Proctortrack data breach exposed student data from online proctoring

Proctortrack, an online proctoring service used by universities, suffered a data breach in September 2020 when its source code was leaked online. An analysis by Consumer Reports found that the code contained hard-coded passwords and exposed the names and email addresses of over 150 students. The company acknowledged the leak but said no harm resulted. Students had been required to use the software, which performed facial recognition and recorded video during exams.

Company involved
Proctortrack
AI system involved
Proctortrack

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-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 →

WF-G8VM6H1 Jun 2024

Singapore Sports School students investigated for deepfake nude photos of schoolmates

A group of male students at Singapore Sports School used AI to generate and circulate deepfake nude images of female students and teachers starting in June 2024. The school launched an investigation and lodged a police report. Disciplinary actions including caning and suspensions were taken. Police are assisting in removing the images from websites.

Company involved
Singapore Sports School

4 source articles · read the reporting →

Wisconsin’s dropout prediction algorithm labels students high risk with racial bias

Wisconsin’s Dropout Early Warning System (DEWS) uses machine learning to predict middle school students' likelihood of graduating on time, relying on factors including race and income. The Markup found the algorithm frequently mislabels students, with a higher false alarm rate for Black and Hispanic students. The Wisconsin Department of Public Instruction has not informed schools of the racial disparities and continues to use the system.

Company involved
Wisconsin Department of Public Instruction
AI system involved
Dropout Early Warning System (DEWS)

10 source articles · read the reporting →

WF-53YZFN1 Jul 2023

Nevada's AI grad score model cuts funding for low-income students

Nevada replaced its income-based school funding formula with a machine learning model developed by Infinite Campus that generates a 'grad score' for each student. The model reduced the number of students eligible for supplemental funding from 288,000 to 63,000, disproportionately affecting low-income students. Critics argue the model lacks transparency and de-emphasizes economic status, potentially leaving many high-poverty schools underfunded.

Company involved
Nevada Department of Education
AI system involved
Grad score model

7 source articles · read the reporting →

Facial recognition trialled in Australian schools to mark attendance

Five Australian schools are trialling a facial recognition system from LoopLearn to automate student attendance. The system scans students' faces and sends attendance data to an app. Privacy experts have raised concerns about data security and surveillance. The Victorian government previously tried to stop the trial due to privacy risks.

Company involved
Clarendon College
AI system involved
LoopLearn

10 source articles · read the reporting →

Cleveland State University's room scan requirement ruled unconstitutional

A federal judge ruled that Cleveland State University's requirement for a student to undergo a 360-degree room scan before an online exam was an unreasonable search under the Fourth Amendment. The student, enrolled at the public university, was told shortly before the exam that he would need to scan his private space. The court found that the university's justifications did not outweigh the privacy protections of the home. No final judgment or injunction has been issued yet.

Company involved
Cleveland State University

10 source articles · read the reporting →

WF-701YEA11 Mar 2021

UW-Madison disables Honorlock after skin tone recognition failure

The University of Wisconsin-Madison disabled the exam pause feature of its Honorlock anti-cheating software in March 2021 after three students complained that the software failed to recognize their darker skin tones and paused their exams. The software, used since online classes began, automatically pauses exams when it cannot detect facial features. Honorlock denied the issue was related to skin tone, attributing it to students looking away from their webcams. The university responded by disabling the feature.

Company involved
University of Wisconsin-Madison
AI system involved
Honorlock

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 →

Dartmouth Medical School charges 17 students with cheating based on tracking system.

Dartmouth College's Geisel School of Medicine charged 17 students with cheating on remote exams during the pandemic. The charges were based on secret tracking of student activity on the learning management system. Critics say the system is prone to errors and inappropriate for monitoring students.

Company involved
Dartmouth College Geisel School of Medicine

10 source articles · read the reporting →

WF-3NJL6T1 Jan 2016

Buona Scuola algorithm mistakenly assigned thousands of teachers in Italy

In 2016, the Buona Scuola algorithm, used by the Italian Ministry of Education, mistakenly assigned thousands of teachers to wrong professional destinations based on mobility rankings. The system was later discontinued. The incident is reported in the Automating Society Report 2020.

Company involved
Italian Ministry of Education
AI system involved
Buona Scuola algorithm

10 source articles · read the reporting →

WF-ARIFZJ13 Jul 2011

DCPS used allegedly false test scores in teacher value-added evaluations

The District of Columbia Public Schools used student test scores from schools under investigation for cheating in value-added calculations for teacher evaluations. More than 200 teachers were terminated based on these evaluations. Teachers can appeal their ratings to the chancellor, but decisions will not be made before the next school year. The school system removes affected scores only when cheating is confirmed.

Company involved
District of Columbia Public Schools
AI system involved
value-added model

10 source articles · read the reporting →

WF-JAFZJY1 Mar 2025

South Korea's AI textbook program rolled back after complaints

South Korea's Ministry of Education launched AI-powered digital textbooks in March 2025 for math, English, and computer science. Students, teachers, and parents complained about technical problems, inaccuracies, and data privacy risks. After four months, the textbooks were stripped of official status and made optional. The program was criticized for being rushed and insufficiently tested.

Company involved
South Korean Ministry of Education
AI system involved
AI-powered textbooks

7 source articles · read the reporting →

WF-EA6R453 Jan 2023

New York City Department of Education blocks ChatGPT on school devices

The New York City Department of Education blocked access to the AI chatbot ChatGPT on school devices and networks, citing concerns about negative impacts on student learning and the safety and accuracy of content. The ban applies to all students and teachers on education department devices and internet networks. Individual schools can still request access for studying the technology. The move is the nation's largest school system's response to the arrival of ChatGPT.

Company involved
New York City Department of Education
AI system involved
ChatGPT

9 source articles · read the reporting →

WF-TT1WEC30 Sep 2020

UIUC students petition to stop Proctorio exam proctoring over privacy concerns

A petition at the University of Illinois at Urbana-Champaign (UIUC) alleges that Proctorio, an online exam proctoring system, violates student privacy by accessing websites, downloads, screen content, and app settings. The petition claims the terms of service allow monitoring by 'any other means necessary', which students find unsettling. The petition, created on September 30, 2020, gathered 1,087 supporters but does not report any specific incident of harm. It calls on UIUC to discontinue use of Proctorio in favour of alternatives.

Company involved
UIUC
AI system involved
Proctorio

9 source articles · read the reporting →

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